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Workshop/AI4Science
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https://openreview.net/forum?id=wUCulO2kKX
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Scalable Particle Generation for Granular Shape Study
|
[
"Yifeng Zhao",
"Jinxin Liu",
"Xiangbo Gao",
"Sergio Torres",
"Stan Z. Li"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=wEhqPfs22C
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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AdsGT: Graph Transformer for Predicting Global Minimum Adsorption Energy
|
[
"Junwu Chen",
"Xu Huang",
"Cheng Hua",
"Yulian He",
"Philippe Schwaller"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=w90SAEcUP7
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Generation of 3D Realistic Soil Particles with Metaball Descriptor
|
[
"Yifeng Zhao",
"Jinxin Liu",
"xiangbo gao",
"Pei Zhang",
"Stan Z. Li",
"Sergio Andres Galindo Torres"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=tuXhnv6pgo
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Using the Transformer Model for Physical Simulation: An application on Transient Thermal Analysis for 3D Printing Process Simulation
|
[
"Qian Chen",
"Luyang Kong",
"Florian Dugast",
"Albert To"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=sdmFiPijqC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Extracting Nonlinear Symmetries From Trained Neural Networks on Dynamics Data
|
[
"Yoh-ichi Mototake"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=sXRpvW3cRR
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Modelling single-cell RNA-seq trajectories on a flat statistical manifold
|
[
"Alessandro Palma",
"Sergei Rybakov",
"Leon Hetzel",
"Fabian J Theis"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=ros8ISUn7Y
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Scalable Deep Potentials as Implicit Hierarchical Semi-Separable Operators
|
[
"Michael Poli",
"Stefano Massaroli",
"Christopher Re",
"Stefano Ermon"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=rdgB5BqWCw
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Predictive Uncertainty Quantification for Graph Neural Network Driven Relaxed Energy Calculations
|
[
"Joseph Musielewicz",
"Janice Lan",
"Matt Uyttendaele"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=r3fzEWnaY4
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GFN-SR: Symbolic Regression with Generative Flow Networks
|
[
"Sida Li",
"Ioana Marinescu",
"Sebastian Musslick"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=pwYCCq4xAf
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DynamicsDiffusion: Generating and Rare Event Sampling of Molecular Dynamic Trajectories Using Diffusion Models
|
[
"Magnus Petersen",
"Gemma Roig",
"Roberto Covino"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=pO9lPxF8YA
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Bi-level Graphs for Cellular Pattern Discovery
|
[
"Zhenzhen Wang",
"Aleksander S. Popel",
"Jeremias Sulam"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=oRP132De46
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Retro-fallback: retrosynthetic planning in an uncertain world
|
[
"Austin Tripp",
"Krzysztof Maziarz",
"Sarah Lewis",
"Marwin Segler",
"José Miguel Hernández-Lobato"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=oIMhS5n0Qz
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Framework for Toxic PFAS Replacement based on GFlowNet and Chemical Foundation Model
|
[
"Eduardo Soares",
"Flaviu Cipcigan",
"Dmitry Zubarev",
"Emilio Vital Brazil"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=mn3wfSnWYG
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Fast and Scalable Inference of Dynamical Systems via Integral Matching
|
[
"Baptiste T Rossi",
"Dimitris Bertsimas"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=maH0RApBap
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
|
[
"Xiang Fu",
"Tian Xie",
"Andrew Scott Rosen",
"Tommi Jaakkola",
"Jake Allen Smith"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=mUQrw0rIZN
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Rapid Prediction of Two-Dimensional Airflow in an Operating Room using Scientific Machine Learning
|
[
"Gary Lynn Collins",
"Alexander New",
"Ryan A. Darragh",
"Brian E. Damit",
"Christopher D. Stiles"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=mJQHG9dGKe
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Latent Task-Specific Graph Network Simulators
|
[
"Philipp Dahlinger",
"Niklas Freymuth",
"Tai Hoang",
"Michael Volpp",
"Gerhard Neumann"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=mISayy7DPI
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Citation-Similarity Relationships in Astrophysics Literature
|
[
"Nathaniel Imel",
"Zachary Hafen"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=kZQ0iFqhEQ
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Electron-Derived Molecular Representation Learning for Real-World Molecular Physics
|
[
"Gyoung S. Na",
"Chanyoung Park"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=kSqEwvApQy
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Coupling Semi-supervised Learning with Reinforcement Learning for Better Decision Making — An application to Cryo-EM Data Collection
|
[
"Ziping Xu",
"Quanfu Fan",
"Yilai Li",
"Emma Rose Lee",
"John Maxwell Cohn",
"Ambuj Tewari",
"Seychelle M Vos",
"Michael Cianfrocco"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=iazHKyT4YK
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Optimizing Markov Chain Monte Carlo Convergence with Normalizing Flows and Gibbs Sampling
|
[
"Christoph Schönle",
"Marylou Gabrié"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=iJfPFUvFfy
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Latent Neural PDE Solver for Time-dependent Systems
|
[
"Zijie Li",
"Saurabh Patil",
"Dule Shu",
"Amir Barati Farimani"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=i7jjLwOOQm
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity
|
[
"Ali Behrouz",
"Farnoosh Hashemi"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=i3PecpoiPG
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Expression Sampler as a Dynamic Benchmark for Symbolic Regression
|
[
"Ioana Marinescu",
"Younes Strittmatter",
"Chad C Williams",
"Sebastian Musslick"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=hSmn7BQZ2v
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
What a Scientific Language Model Knows and Doesn't Know about Chemistry
|
[
"Lawrence Zhao",
"Carl Edwards",
"Heng Ji"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=h9HuWcDJ6C
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Beyond MD17: The xxMD Dataset as a Chemically Meaningful Benchmark for Neural Force Fields Development
|
[
"Zihan Pengmei",
"Junyu Liu",
"Yinan Shu"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=fhCSDMkrFr
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Contrasting Sequence with Structure: Pre-training Graph Representations with PLMs
|
[
"Louis Robinson",
"Timothy Atkinson",
"Liviu Copoiu",
"Patrick Bordes",
"Thomas PIERROT",
"Thomas D Barrett"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=fEoemPDicz
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Text2Decision: Decoding Latent Variables in Risky Decision Making from Think Aloud Text
|
[
"Hanbo Xie",
"Huadong Xiong",
"Robert C. Wilson"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=eYsiIYAXXj
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Reinforcement Learning-Enabled Environmentally Friendly and Multi-functional Chrome-looking Plating
|
[
"Taigao Ma",
"Anwesha Saha",
"L. Jay Guo",
"Haozhu Wang"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=dz3O7M1QzA
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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CHARM: Creating Halos with Auto-Regressive Multi-stage networks
|
[
"Shivam Pandey",
"Chirag Modi",
"Benjamin Dan Wandelt",
"Guilhem Lavaux"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=cOup1wKAfq
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Unleashing the Autoconversion Rates Forecasting: Evidential Regression from Satellite Data
|
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=bx2vpeOUSO
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Immunology Meets Artificial Intelligence: Expanding Our Scientific Toolbox
|
[
"Van Truong",
"Matthew Lee",
"Dokyoon Kim",
"John Wherry",
"Marylyn Ritchie"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=bfD3Fzy7Mb
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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SpatialSSL: Whole-Brain Spatial Transcriptomics in the Mouse Brain with Self-Supervised Learning
|
[
"Till Richter",
"Anna Schaar",
"Francesca Drummer",
"Cheng-Wei Liao",
"Leopold Endres",
"Fabian J Theis"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=Zt35qMfDTp
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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AstroCLIP: Cross-Modal Pre-Training for Astronomical Foundation Models
|
[
"Francois Lanusse",
"Liam Holden Parker",
"Siavash Golkar",
"Alberto Bietti",
"Miles Cranmer",
"Michael Eickenberg",
"Geraud Krawezik",
"Michael McCabe",
"Ruben Ohana",
"Mariel Pettee",
"Bruno Régaldo-Saint Blancard",
"Tiberiu Tesileanu",
"Kyunghyun Cho",
"Shirley Ho"
] |
|
Workshop/AI4Science
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https://openreview.net/forum?id=Zh5heSS5dc
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Modelling biology in novel ways - an AI-first course in Structural Bioinformatics
|
[
"Kieran Didi",
"Charles Harris",
"Pietro Lio",
"Rainer Beck"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=ZUkrNwMz5J
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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ChemGymRL: An Interactive Framework for Reinforcement Learning for Digital Chemistry
|
[
"Chris Beeler",
"Sriram Ganapathi Subramanian",
"Kyle Sprague",
"Colin Bellinger",
"Mark Crowley",
"Isaac Tamblyn"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=YbFPAaY4hh
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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ExPT: Synthetic Pretraining for Few-Shot Experimental Design
|
[
"Tung Nguyen",
"Sudhanshu Agrawal",
"Aditya Grover"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=Y7et3Ow02l
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Self-supervised Learning to Discover Physical Objects and Predict Their Interactions from Raw Videos
|
[
"Sheng Cheng",
"Yezhou Yang",
"Yang Jiao",
"Yi Ren"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=XIxcglPy9c
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Latent Space Simulator for Unveiling Molecular Free Energy Landscapes and Predicting Transition Dynamics
|
[
"Simon Dobers",
"Hannes Stark",
"Xiang Fu",
"Dominique Beaini",
"Stephan Günnemann"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=XHFfvzlQ1n
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Bayesian Machine Scientist for Model Discovery in Psychology
|
[
"Joshua Tomas Sealth Hewson",
"Younes Strittmatter",
"Ioana Marinescu",
"Chad C Williams",
"Sebastian Musslick"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=WhZrevX2ce
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Representing Core-collapse Supernova Light Curves Analytically with Symbolic Regression
|
[
"Kaylee de Soto",
"V. Ashley Villar"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=UyzfFpoX4K
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Learning Scalar Fields for Molecular Docking with Fast Fourier Transforms
|
[
"Bowen Jing",
"Tommi Jaakkola",
"Bonnie Berger"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=Trha4S47t6
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Hypothesis Tests for Distributional Group Symmetry with Applications to Particle Physics
|
[
"Kenny Chiu",
"Benjamin Bloem-Reddy"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=TScjG5zoB0
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Unveiling the Secrets of ^1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms
|
[
"Oliver Schilter",
"Marvin Alberts",
"Federico Zipoli",
"Alain C. Vaucher",
"Philippe Schwaller",
"Teodoro Laino"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=SskZeP3Mzz
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Vertical AI-driven Scientific Discovery
|
[
"Yexiang Xue"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=SV6mT8iSFP
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Scalable Multimer Structure Prediction using Diffusion Models
|
[
"Peter Pao-Huang",
"Bowen Jing",
"Bonnie Berger"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=S6k4h5dkEg
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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ComboPath: A model for predicting drug combination effects
|
[
"Duminda S Ranasinghe",
"Nathan Sanders",
"Hok Hei Tam",
"Changchang Liu",
"Dan Spitz"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=R8FQMsECIS
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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ORDerly: Datasets and benchmarks for chemical reaction data
|
[
"Daniel Wigh",
"Joe Arrowsmith",
"Alexander Pomberger",
"Kobi Felton",
"Alexei Lapkin"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=R0Jbsytvhw
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Stochastic force inference via density estimation
|
[
"Victor Chardès",
"Suryanarayana Maddu",
"Michael J. Shelley"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=PfpbWuC0Yk
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Mitigating Bias in Scientific Data: A Materials Science Case Study
|
[
"Hengrui Zhang",
"Wei Chen",
"James Rondinelli",
"Wei Chen"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=PVOhNEqO72
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mapping the intermolecular interaction universe through self-supervised learning on molecular crystals
|
[
"Ada Fang",
"ZAIXI ZHANG",
"Marinka Zitnik"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=PNM9mojudC
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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ATAT: Automated Tissue Alignment and Traversal
|
[
"Steven Song",
"Emaan Mohsin",
"Andrey Kuznetsov",
"Christopher Weber",
"Robert L. Grossman",
"Aly A Khan"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=OQXCc21rgM
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events
|
[
"Anurag Dutta",
"Madhurima Panja",
"Uttam Kumar",
"Chittaranjan Hens",
"Tanujit Chakraborty"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=MhHWPUazY4
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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Infusing Spatial Knowledge into Deep Learning for Earth Science: A Hydrological Application
|
[
"Zelin Xu",
"Tingsong Xiao",
"Wenchong He",
"Yu Wang",
"Zhe Jiang"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=KMtM5ZHxct
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
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scCLIP: Multi-modal Single-cell Contrastive Learning Integration Pre-training
|
[
"Lei Xiong",
"Tianlong Chen",
"Manolis Kellis"
] |
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Workshop/AI4Science
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https://openreview.net/forum?id=J8HGMimNYe
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oral
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
XLuminA: An Auto-differentiating Discovery Framework for Super-Resolution Microscopy
|
[
"Carla Rodríguez",
"Sören Arlt",
"Leonhard Möckl",
"Mario Krenn"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=IxyMZngWen
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Latent Diffusion Model for DNA Sequence Generation
|
[
"Zehui Li",
"Yuhao Ni",
"Tim August B. Huygelen",
"Akashaditya Das",
"Guoxuan Xia",
"Guy-Bart Stan",
"Yiren Zhao"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=Il8mRcEiRq
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploring the applications of Neural Cellular Automata in molecular sciences
|
[
"Sebastian Pagel",
"Leroy Cronin"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=IaUDEYN48p
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Koopman-Assisted Reinforcement Learning
|
[
"Preston Rozwood",
"Edward Mehrez",
"Ludger Paehler",
"Wen Sun",
"Steven Brunton"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=IYSljK0uEw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Automated distillation of genomic equations governing single cell gene expression
|
[
"Edouardo Honig",
"Frederique Ruf-Zamojski",
"Stuart Sealfon",
"Ying Nian Wu",
"Zijun Frank Zhang"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=HrUsm9Rorj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Adaptive learning acceleration for nonlinear PDE solvers
|
[
"Vinicius Luiz Santos Silva",
"Pablo Salinas",
"Claire E Heaney",
"Matthew Jackson",
"Christopher Charles Pain"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=HSvg7qFFd2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
|
[
"Ali Behrouz",
"Parsa Delavari",
"Farnoosh Hashemi"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=H98ZQrAUKD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Representation Learning for Spatial Multimodal Data Integration with Optimal Transport
|
[
"Xinhao Liu",
"Benjamin Raphael"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=F7hIk2Bw6X
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ALAS: Active Learning for Autoconversion Rates Prediction from Satellite Data
|
[
"Maria Carolina Novitasari",
"Johannes Quaas",
"Miguel R. D. Rodrigues"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=EYEuvuu0Ky
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Language Models in Molecular Discovery
|
[
"Nikita Janakarajan",
"Tim Erdmann",
"Sarathkrishna Swaminathan",
"Teodoro Laino",
"Jannis Born"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=EHblk6xzHe
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Virtual Receptors for Efficient Molecular Diffusion
|
[
"Matan Halfon",
"Eyal Rozenberg",
"Ehud Rivlin",
"Daniel Freedman"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=E1khscdUdH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Insight Miner: A Time Series Analysis Dataset for Cross-Domain Alignment with Natural Language
|
[
"Yunkai Zhang",
"Yawen Zhang",
"Ming Zheng",
"Kezhen Chen",
"Chongyang Gao",
"Ruian Ge",
"Siyuan Teng",
"Amine Jelloul",
"Jinmeng Rao",
"Xiaoyuan Guo",
"Chiang-Wei Fang",
"Zeyu Zheng",
"Jie Yang"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=D1OcdXlFcL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exciton-Polariton Condensates: A Fourier Neural Operator Approach
|
[
"Surya Teja Sathujoda",
"Yuan Wang",
"Kanishk Gandhi"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=CllNd4XWVF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AI, Robot Neuroscientist: Reimagining Hypothesis Generation
|
[
"Jiaqi Shang",
"Will Xiao"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=BybTciafUJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Shape Arithmetic Expressions
|
[
"Krzysztof Kacprzyk",
"Mihaela van der Schaar"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=B8EpSHEp9j
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Relaxed Octahedral Group Convolution for Learning Symmetry Breaking in 3D Physical Systems
|
[
"Rui Wang",
"Robin Walters",
"Tess Smidt"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=Ap4rSgB3O1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Higher Order Equivariant Graph Neural Networks for Charge Density Prediction
|
[
"Teddy Koker",
"Keegan Quigley",
"Lin Li"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=AS5AZ5L8zk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ChatPathway: Conversational Large Language Models for Biology Pathway Detection
|
[
"Yanjing Li",
"Hannan Xu",
"Haiteng Zhao",
"Hongyu Guo",
"Shengchao Liu"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=A28gzFJd28
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation
|
[
"Amol Thakkar",
"Andrea Giovannini",
"Antonio Foncubierta",
"Carlo Baldassari",
"Dimitrios Christofidellis",
"Federico Zipoli",
"Gianmarco Gabrieli",
"Jannis Born",
"Mara Graziani",
"Marvin Alberts",
"Matteo Manica",
"Michael Stiefel",
"Oliver Schilter",
"Teodoro Laino",
"Patrick W. Ruch"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=9Z4XZOhwiz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Bad Exoplanet! Explaining Degraded Performance when Reconstructing Exoplanets Atmospheric Parameters
|
[
"Alkis Koudounas",
"Flavio Giobergia",
"Elena Baralis"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=82brfaM02h
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
XBrainLab: An Open-Source Software for Explainable Artificial Intelligence-Based EEG Analysis
|
[
"Chia-Ying Hsieh",
"Jing-Lun Chou",
"Yu-Hsin Chang",
"Chun-Shu Wei"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=7DULB2GfkG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Inter-Graph Interactions Between Heterogeneous Substructures of Chemical Systems
|
[
"Gyoung S. Na"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=5ueXRkKMMg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Compositional Generative Inverse Design
|
[
"Tailin Wu",
"Takashi Maruyama",
"Long Wei",
"Tao Zhang",
"Yilun Du",
"Gianluca Iaccarino",
"Jure Leskovec"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=4ePJjCP14u
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Rethinking Bayesian Optimization with Gaussian Processes: Insights from Hyperspectral Trait Search
|
[
"Ruhana Azam",
"Samuel B Fernandes",
"Andrew D.B. Leakey",
"Alexander Lipka",
"Mohammed Kebir",
"Sanmi Koyejo"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=4c4ArnOcBe
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
|
[
"Zhihan Gao",
"Xingjian Shi",
"Boran Han",
"Hao Wang",
"Xiaoyong Jin",
"Danielle C. Maddix",
"Yi Zhu",
"Mu Li",
"Bernie Wang"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=4S3gmowKOr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explaining Drug Repositioning: A Case-Based Reasoning Graph Neural Network Approach
|
[
"Adriana Carolina Gonzalez Cavazos",
"Roger Tu",
"Meghamala Sinha",
"Andrew Su"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=3awrGYl7YD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AI Ethics Education for Scientists
|
[
"Savannah Jennifer Thais"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=3WF88uMjGz
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Harmonic Prior Self-conditioned Flow Matching for Multi-Ligand Docking and Binding Site Design
|
[
"Hannes Stark",
"Bowen Jing",
"Regina Barzilay",
"Tommi Jaakkola"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=3Cg94Z1RZj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Modelling Microbial Communities with Graph Neural Networks
|
[
"Albane Ruaud",
"Cansu Sancaktar",
"Marco Bagatella",
"Christoph Ratzke",
"Georg Martius"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=2vernsvOi2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards out-of-distribution generalizable predictions of chemical kinetic properties
|
[
"Zihao Wang",
"Yongqiang Chen",
"Yang Duan",
"Weijiang Li",
"Bo Han",
"James Cheng",
"Hanghang Tong"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=2mq6uezuGj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Single-cell Masked Autoencoder: An Accurate and Interpretable Automated Immunophenotyper
|
[
"Jaesik Kim",
"Matei Ionita",
"Matthew Eric Lee",
"Michelle McKeague",
"Ajinkya Pattekar",
"Mark Painter",
"Joost Wagenaar",
"Van Quynh-Thi Truong",
"Dylan Norton",
"Divij Mathew",
"Yonghyun Nam",
"Sokratis Apostolidis",
"Patryk Orzechowski",
"Sang-Hyuk Jung",
"Jakob Woerner",
"Yidi Huang",
"Nuala J. Meyer",
"Allison R. Greenplate",
"Dokyoon Kim",
"John Wherry"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=2QMmoG1UCQ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AI Framework for Generative Design of Computational Experiments with Structures in Physical Environment
|
[
"Gleb Vitalevich Solovev",
"Anna Kalyuzhnaya",
"Alexander Hvatov",
"Nikita Starodubcev",
"Oleg Petrov",
"Nikolay Nikitin"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=28w0bjBQiw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Machine Learning for Blockchain: Literature Review and Open Research Questions
|
[
"Luyao Zhang"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=0zOMy0JE4B
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Sample-efficient Antibody Design through Protein Language Model for Risk-aware Batch Bayesian Optimization
|
[
"Yanzheng Wang",
"Boyue wang",
"TIANYU SHI",
"Jie Fu",
"Yi Zhou",
"zhizhuo zhang"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=0ipxdwZmFR
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Easy to learn hard to master - how to solve an arbitrary equation with PINN
|
[
"Alexander Hvatov",
"Damir Aminev",
"Nikita Demyanchuk"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=z4BgPtgEsS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Lesion in-and-out painting for medical image augmentation
|
[
"Yisak Kim",
"Kyungmin Jeon",
"Soyeon Kim",
"Chang Min Park"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=wsFCbuDwxY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Clinical Time Series Imputation using Conditional Information Bottleneck
|
[
"MinGyu Choi",
"Changhee Lee"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=uowg2Iz5eJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
flowVI: Flow Cytometry Variational Inference
|
[
"Kemal Inecik",
"Adil Meric",
"Fabian J Theis"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=um0kSuayWn
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A GAN Model with Controllable Lesion Generation for Synthetic Capsule Endoscopy Datasets
|
[
"Hyundong Choi",
"Heechul Jung"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=tiqs7trqcC
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Generative Time Series Models with Interpretable Latent Processes for Complex Disease Trajectories
|
[
"Cécile Trottet",
"Manuel Schürch",
"Amina Mollaysa",
"Ahmed Allam",
"Michael Krauthammer"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=r7qL5vM3Aa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Federated learning for causal inference using deep generative disentangled models
|
[
"Alejandro Almodóvar",
"Juan Parras",
"Santiago Zazo"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=qV1sBPrfRL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
CHIRon: A Generative Foundation Model for Structured Sequential Medical Data
|
[
"Brian L. Hill",
"Melikasadat Emami",
"Vijay S Nori",
"Aldo Cordova-Palomera",
"Robert E. Tillman",
"Eran Halperin"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=q53lpM5KEg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mapping and Diagnosing Augmented Whole Slide Image Datasets with Training Dynamics
|
[
"Wenqi Shi",
"Benoit Louis Marteau",
"May Dongmei Wang"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=mDwURmlapW
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Synthetic Sleep EEG Signal Generation using Latent Diffusion Models
|
[
"Bruno Aristimunha",
"Raphael Yokoingawa de Camargo",
"Sylvain Chevallier",
"Oeslle Lucena",
"Adam G Thomas",
"M. Jorge Cardoso",
"Walter Hugo Lopez Pinaya",
"Jessica Dafflon"
] |
|
Workshop/DGM4H
|
https://openreview.net/forum?id=khB5CQidql
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
mmNormVAE: Normative Modeling on Multimodal Neuroimaging Data using Variational Autoencoders
|
[
"Sayantan Kumar",
"Philip Payne",
"Aristeidis Sotiras"
] |
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