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Workshop/HeavyTails
|
https://openreview.net/forum?id=l4GYs60kre
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Effects of Ensembling on Long-Tailed Data
|
[
"E. Kelly Buchanan",
"Geoff Pleiss",
"John Patrick Cunningham"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=iJkskCUl2f
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
High-dimensional robust regression under heavy-tailed data: Asymptotics and Universality
|
[
"Urte Adomaityte",
"Leonardo Defilippis",
"Bruno Loureiro",
"Gabriele Sicuro"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=hzlsBtfKZ1
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Large Deviations and Metastability Analysis for Heavy-Tailed Dynamical Systems
|
[
"Chang-Han Rhee",
"Xingyu Wang"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=hyPoaUJwXI
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Associative Memories with Heavy-Tailed Data
|
[
"Vivien Cabannes",
"Elvis Dohmatob",
"Alberto Bietti"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=envolCEjJP
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Deep neural networks with dependent weights:
Gaussian Process mixture limit, heavy tails, sparsity and compressibility
|
[
"Hoil Lee",
"Fadhel Ayed",
"Paul Jung",
"Juho Lee",
"Hongseok Yang",
"Francois Caron"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=XUeGYkOGF0
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Online Student-t Processes with an Overall-local Scale Structure for Modelling Non-stationary Data
|
[
"Taole Sha",
"Michael Zhang"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=UaCrxyUeyE
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
|
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=TLO3pOHCyx
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Neural network compression with heavy-tailed SGD
|
[
"Yijun Wan",
"Abdellatif Zaidi",
"Umut Simsekli"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=RNGvkRELRI
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Representation Learning for Extremes
|
[
"Ali Hasan",
"Yuting Ng",
"Jose Blanchet",
"Vahid Tarokh"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=I00Z75alN6
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards Fully Adaptive Regret Minimization in Heavy-Tailed Bandits
|
[
"Gianmarco Genalti",
"Lupo Marsigli",
"Nicola Gatti",
"Alberto Maria Metelli"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=C6PiH9Fkjd
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Robust gradient estimation in the presence of heavy-tailed noise
|
[
"Fabian Schaipp",
"Umut Simsekli",
"Robert M. Gower"
] |
|
Workshop/HeavyTails
|
https://openreview.net/forum?id=01eUekTYvE
|
2023
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Revisiting the noise Model of SGD
|
[
"Barak Battash",
"Lior Wolf",
"Ofir Lindenbaum"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=zQbff3h0da
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Reasoning with Language Model is Planning with World Model
|
[
"Shibo Hao",
"Yi Gu",
"Haodi Ma",
"Joshua Hong",
"Zhen Wang",
"Daisy Zhe Wang",
"Zhiting Hu"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=z9GfvNQ7qJ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Robustness and Regularization in Reinforcement Learning
|
[
"Esther Derman",
"Yevgeniy Men",
"Matthieu Geist",
"Shie Mannor"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=z5Ai1ljmlH
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Generalizable Visual Task Through Interaction
|
[
"Weiwei Gu",
"Anant Sah",
"Nakul Gopalan"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=yJYVcItE3K
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Non-adaptive Online Finetuning for Offline Reinforcement Learning
|
[
"Audrey Huang",
"Mohammad Ghavamzadeh",
"Nan Jiang",
"Marek Petrik"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=tz5Qga2tNJ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Interactive Real-World Simulators
|
[
"Sherry Yang",
"Yilun Du",
"Seyed Kamyar Seyed Ghasemipour",
"Jonathan Tompson",
"Dale Schuurmans",
"Pieter Abbeel"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=tKTTvWOzsZ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Agent-Centric State Discovery for Finite-Memory POMDPs
|
[
"Lili Wu",
"Ben Evans",
"Riashat Islam",
"Raihan Seraj",
"Yonathan Efroni",
"Alex Lamb"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=rVAUd3Tf56
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Simple Data Sharing for Multi-Tasked Goal-Oriented Problems
|
[
"Ying Fan",
"Jingling Li",
"Adith Swaminathan",
"Aditya Modi",
"Ching-An Cheng"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=pi0h7Q39h9
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Leveraging Behavioral Cloning for Representation Alignment in Cross-Domain Policy Transfer
|
[
"Hayato Watahiki",
"Ryo Iwase",
"Ryosuke Unno",
"Yoshimasa Tsuruoka"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=ozqaF9YBce
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
RL^3: Boosting Meta Reinforcement Learning via RL inside RL^2
|
[
"Abhinav Bhatia",
"Samer Nashed",
"Shlomo Zilberstein"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=oMkUQKfsCU
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Contrastive Abstraction for Reinforcement Learning
|
[
"Vihang Patil",
"Markus Hofmarcher",
"Elisabeth Rumetshofer",
"Sepp Hochreiter"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=mntDNQ5ujE
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Work-in-Progress: Using Symbolic Planning with Deep RL to Improve Learning
|
[
"Tianpei Yang",
"Srijita Das",
"Christabel Wayllace",
"Matthew Taylor"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=mLXOy1iJz8
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Graph Neural Networks and Graph Kernels For Learning Heuristics: Is there a difference?
|
[
"Dillon Ze Chen",
"Felipe Trevizan",
"Sylvie Thiebaux"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=iOMGogpgi2
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
POMRL: No-Regret Learning-to-Plan with Increasing Horizons
|
[
"Khimya Khetarpal",
"Claire Vernade",
"Brendan O'Donoghue",
"Satinder Singh",
"Tom Zahavy"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=hbrE0MFsDV
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning How to Create Generalizable Hierarchies for Robot Planning
|
[
"Naman Shah",
"Siddharth Srivastava"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=gWhXByDv2n
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Plansformer: Generating Symbolic Plans using Transformers
|
[
"Vishal Pallagani",
"Bharath Muppasani",
"Keerthiram Murugesan",
"Francesca Rossi",
"Lior Horesh",
"Biplav Srivastava",
"Francesco Fabiano",
"Andrea Loreggia"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=fYUWJHNkdA
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Reinforcement Learning with Augmentation Invariant Representation: A Non-contrastive Approach
|
[
"Nasik Muhammad Nafi",
"William Hsu"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=fWSPZh6PI1
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Addressing Long-Horizon Tasks by Integrating Program Synthesis and State Machines
|
[
"Yu-An Lin",
"Chen-Tao Lee",
"Guan-Ting Liu",
"Pu-Jen Cheng",
"Shao-Hua Sun"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=eIROHscxeg
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards More Likely Models for AI Planning
|
[
"Turgay Caglar",
"Sirine Belhaj",
"Tathagata Chakraborti",
"Michael Katz",
"Sarath Sreedharan"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=eDZJTdUsfe
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards General-Purpose In-Context Learning Agents
|
[
"Louis Kirsch",
"James Harrison",
"C. Freeman",
"Jascha Sohl-Dickstein",
"Jürgen Schmidhuber"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=cTtMNEn2Kr
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
GOOSE: Learning Domain-Independent Heuristics
|
[
"Dillon Ze Chen",
"Sylvie Thiebaux",
"Felipe Trevizan"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=boub8VqmZu
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning AI-System Capabilities under Stochasticity
|
[
"Pulkit Verma",
"Rushang Karia",
"Gaurav Vipat",
"Anmol Gupta",
"Siddharth Srivastava"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=bFPbN1nWgU
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Epistemic Exploration for Generalizable Planning and Learning in Non-Stationary Stochastic Settings
|
[
"Rushang Karia",
"Pulkit Verma",
"Gaurav Vipat",
"Siddharth Srivastava"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=XXcVWRtfBn
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Explore to Generalize in Zero-Shot RL
|
[
"Ev Zisselman",
"Itai Lavie",
"Daniel Soudry",
"Aviv Tamar"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=W1fyxrFx90
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Subwords as Skills: Tokenization for Sparse-Reward Reinforcement Learning
|
[
"David Yunis",
"Justin Jung",
"Falcon Dai",
"Matthew Walter"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=W0bhHvQK60
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Contrastive Representations Make Planning Easy
|
[
"Benjamin Eysenbach",
"Vivek Myers",
"Sergey Levine",
"Ruslan Salakhutdinov"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=RaHA0fJMbL
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Inverse Reinforcement Learning with Multiple Planning Horizons
|
[
"Jiayu Yao",
"Finale Doshi-Velez",
"Barbara Engelhardt"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=RN7IqUMlOq
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Stochastic Safe Action Model Learning
|
[
"Zihao Deng",
"Brendan Juba"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=QM9fIbFCW6
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Discrete World Models for Classical Planning Problems
|
[
"Forest Agostinelli",
"Misagh Soltani"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=PgDbFx9bk8
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Abstract World Models for Value-preserving Planning with Options
|
[
"Rafael Rodriguez-Sanchez",
"George Konidaris"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=NqvB1U0HSJ
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Integrating Planning and Deep Reinforcement Learning via Automatic Induction of Task Substructures
|
[
"Jung-Chun Liu",
"Chi-Hsien Chang",
"Shao-Hua Sun",
"Tian-Li Yu"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=MP1CXDOgAF
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
|
[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=LZjV4rHbzB
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Generalizable Symbolic Options for Transfer in Reinforcement Learning
|
[
"Rashmeet Kaur Nayyar",
"Shivanshu Verma",
"Siddharth Srivastava"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=JNIv4ghbGy
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MERMAIDE: Learning to Align Learners using Model-Based Meta-Learning
|
[
"Arundhati Banerjee",
"Soham Phade",
"Stefano Ermon",
"Stephan Zheng"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=HX3HZbUXrW
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
PADDLE: Logic Program Guided Policy Reuse in Deep Reinforcement Learning
|
[
"Hao Zhang",
"Tianpei Yang",
"YAN ZHENG",
"Jianye HAO",
"Matthew E. Taylor"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=GFyCqKhFru
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hierarchical Reinforcement Learning with AI Planning Models
|
[
"Junkyu Lee",
"Michael Katz",
"Don Joven Agravante",
"Miao Liu",
"Geraud Nangue Tasse",
"Tim Klinger",
"Shirin Sohrabi"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=G8UH41ZzzA
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Safe Action Models with Partial Observability
|
[
"Brendan Juba",
"Hai S Le",
"Roni Stern"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=FxxxBwcUlL
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Value Iteration with Value of Information Networks
|
[
"Samantha Johnson",
"Michael Buice",
"Koosha Khalvati"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=FPqgo0jshE
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Zero-Shot Robotic Manipulation with Pre-Trained Image-Editing Diffusion Models
|
[
"Kevin Black",
"Mitsuhiko Nakamoto",
"Pranav Atreya",
"Homer Walke",
"Chelsea Finn",
"Aviral Kumar",
"Sergey Levine"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=8pbqiLYe0I
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
General and Reusable Indexical Policies and Sketches
|
[
"Blai Bonet",
"Dominik Drexler",
"Hector Geffner"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=6oPZcdzFjW
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Conservative World Models
|
[
"Scott Jeen",
"Tom Bewley",
"Jonathan Cullen"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=5kO572pUvr
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Targeted Uncertainty Reduction in Robust MDPs
|
[
"Uri Gadot",
"Kaixin Wang",
"Esther Derman",
"Navdeep Kumar",
"Kfir Levy",
"Shie Mannor"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=4xGCYC4dFp
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Quantized Local Independence Discovery for Fine-Grained Causal Dynamics Learning in Reinforcement Learning
|
[
"Inwoo Hwang",
"Yunhyeok Kwak",
"Suhyung Choi",
"Byoung-Tak Zhang",
"Sanghack Lee"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=2N9HoSAJ48
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Relating Goal and Environmental Complexity for Improved Task Transfer: Initial Results
|
[
"Sunandita Patra",
"Paul Rademacher",
"Kristen Jacobson",
"Kyle Hassold",
"Onur Kulaksizoglu",
"Laura Hiatt",
"Mark Roberts",
"Dana Nau"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=225zToqXbL
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Uncertainty-Aware Action Repeating Options
|
[
"Joongkyu Lee",
"Seung Joon Park",
"Yunhao Tang",
"Min-hwan Oh"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=1S538MAe9x
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Robust Driving Across Scenarios via Multi-residual Task Learning
|
[
"Vindula Jayawardana",
"Sirui Li",
"Cathy Wu",
"Yashar Farid",
"Kentaro Oguchi"
] |
|
Workshop/GenPlan
|
https://openreview.net/forum?id=0Pbh8u7oXi
|
genplan'23
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Study of Generalization in Offline Reinforcement Learning
|
[
"Ishita Mediratta",
"Qingfei You",
"Minqi Jiang",
"Roberta Raileanu"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=yavtWi6ew9
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Provably Convergent Data-Driven Convex-Nonconvex Regularization
|
[
"Zakhar Shumaylov",
"Jeremy Budd",
"Subhadip Mukherjee",
"Carola-Bibiane Schönlieb"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=wHnKIsCz4j
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SUD^2: Supervision by Denoising Diffusion Models for Image Reconstruction
|
[
"Matthew Chan",
"Sean Young",
"Christopher Metzler"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=qvLWGWsMyq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Feature Importance Random Search for Hyperparameter Optimization of Data-Consistent Model Inversion
|
[
"Stephen Obonyo",
"Isaiah Onando Mulang'",
"Timothy Rumbell",
"Catherine Wanjiru",
"Viatcheslav Gurev"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=qfWlk4RWOZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Boosting Weakly Convex Ridge Regularizers with Spatial Adaptivity
|
[
"Sebastian Neumayer",
"Mehrsa Pourya",
"Alexis Goujon",
"Michael Unser"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=mGwg10bgHk
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Solving Inverse Problems with Ambient Diffusion
|
[
"Giannis Daras",
"Alex Dimakis"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=jjCGqnhTr7
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Space-Time Implicit Neural Representations for Atomic Electron Tomography on Dynamic Samples
|
[
"Tiffany Chien",
"Colin Ophus",
"Laura Waller"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=j6YOCS0cyM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Poisson-Gaussian Holographic Phase Retrieval with Score-based Image Prior
|
[
"Jason Hu",
"Zongyu Li",
"Xiaojian Xu",
"Liyue Shen",
"Jeffrey A Fessler"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ijSTOcngKs
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Volume-Oriented Uncertainty for Inverse Problems
|
[
"Omer Belhasin",
"Yaniv Romano",
"Daniel Freedman",
"Ehud Rivlin",
"Michael Elad"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ijJJA6uQbL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Score-Based Likelihood Characterization for Inverse Problems in the Presence of Non-Gaussian Noise
|
[
"Ronan Legin",
"Alexandre Adam",
"Yashar Hezaveh",
"Laurence Perreault-Levasseur"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=igQtADDflr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Improved Black-box Variational Inference for High-dimensional Bayesian Inversion involving Black-box Simulators
|
[
"Dhruv V Patel",
"Jonghyun Harry Lee",
"Matthew Farthing",
"Tyler Hesser",
"Peter Kitanidis",
"Eric Darve"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=hUOHV4SKNw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Self-supervised Low-rank plus Sparse Network for Radial MRI Reconstruction
|
[
"Andrei Mancu",
"Wenqi Huang",
"Gastao Lima da Cruz",
"Daniel Rueckert",
"Kerstin Hammernik"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ee6feOhQ4H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
OptoGPT: A Versatile Inverse Design Model for Optical Multilayer Thin Film Structures
|
[
"Taigao Ma",
"L. Jay Guo",
"Haozhu Wang"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=ZL5wlFMg0Y
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Conditional score-based generative models for solving physics-based inverse problems
|
[
"Agnimitra Dasgupta",
"Javier Murgoitio-Esandi",
"Deep Ray",
"Assad Oberai"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=VqFHhTYonI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Quantifying Generative Model Uncertainty in Posterior Sampling Methods for Computational Imaging
|
[
"Canberk Ekmekci",
"Mujdat Cetin"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=VWKe1ZIDsa
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Phase Retrieval via Deep Expectation-Consistent Approximation
|
[
"Saurav K Shastri",
"Philip Schniter"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=RV4bTQfLW4
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Model-adapted Fourier sampling for generative compressed sensing
|
[
"Aaron Berk",
"Simone Brugiapaglia",
"Yaniv Plan",
"Matthew Scott",
"Xia Sheng",
"Ozgur Yilmaz"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=RP12BvHTnt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Inferring Cardiovascular Biomarkers with Hybrid Model Learning
|
[
"Ortal Senouf",
"Jens Behrmann",
"Joern-Henrik Jacobsen",
"Pascal Frossard",
"Emmanuel Abbe",
"Antoine Wehenkel"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=QaIEU0wWj8
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Switching policies for solving inverse problems
|
[
"Tim Bakker",
"Fabio Valerio Massoli",
"Thomas Hehn",
"Tribhuvanesh Orekondy",
"Arash Behboodi"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=NRGZmGbteB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Regularization by Denoising Diffusion Process for MRI Reconstruction
|
[
"Batu Ozturkler",
"Morteza Mardani",
"Arash Vahdat",
"Jan Kautz",
"John M. Pauly"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=LIL1M2fdGb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
What’s in a Prior? Learned Proximal Networks for Inverse Problems
|
[
"Zhenghan Fang",
"Sam Buchanan",
"Jeremias Sulam"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=G8wMnihF6E
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multilook compressive sensing in the presence of speckle noise
|
[
"Xi Chen",
"Zhewen Hou",
"Christopher Metzler",
"Arian Maleki",
"Shirin Jalali"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=Cei9ee2zfJ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Variational Diffusion Models for Blind MRI Inverse Problems
|
[
"Cagan Alkan",
"Julio Oscanoa",
"Daniel Abraham",
"Mengze Gao",
"Aizada Nurdinova",
"Kawin Setsompop",
"John M. Pauly",
"Morteza Mardani",
"Shreyas Vasanawala"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=B3VR4dIy9e
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AmbientFlow: Invertible generative models from incomplete, noisy imaging measurements
|
[
"Varun A. Kelkar",
"Rucha Deshpande",
"Arindam Banerjee",
"Mark Anastasio"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=AopY31LYgO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mask-Agnostic Posterior Sampling MRI via Conditional GANs with Guided Reconstruction
|
[
"Matthew Bendel",
"Rizwan Ahmad",
"Philip Schniter"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=AUiZyqYiGb
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Using Deep Feature Distances for Evaluating MR Image Reconstruction Quality
|
[
"Philip M Adamson",
"Arjun D Desai",
"Jeffrey Dominic",
"Christian Bluethgen",
"Jeff P. Wood",
"Ali B Syed",
"Robert D. Boutin",
"Kathryn J. Stevens",
"Shreyas Vasanawala",
"John M. Pauly",
"Akshay S Chaudhari",
"Beliz Gunel"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=9ki8qsGSoc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Physics-guided Training of Neural Electromagnetic Wave Simulators with Time-reversal Consistency
|
[
"Charles Dove",
"Jatearoon Boondicharern",
"Laura Waller"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=8hz6X2GGnD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multimodal Neural Surface Reconstruction: Recovering the Geometry and Appearance of 3D Scenes from Events and Grayscale Images
|
[
"Sazan Mahbub",
"Brandon Feng",
"Christopher Metzler"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=7q3i7nLdeF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Phase Retrieval Using Double Deep Image Priors
|
[
"Zhong Zhuang",
"David Yang",
"David Barmherzig",
"Ju Sun"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=5NoVk8nBWc
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Sequential data-consistent model inversion
|
[
"Timothy Rumbell",
"Catherine Wanjiru",
"Isaiah Onando Mulang'",
"Stephen Obonyo",
"James Kozloski",
"Viatcheslav Gurev"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=4YA8NFJK1J
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Transformers Can Learn To Solve Linear-Inverse Problems In-Context
|
[
"Kabir Ahuja",
"Madhur Panwar",
"Navin Goyal"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=2rl2uyLOC6
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Modeling GAN Latent Dynamics using Neural ODEs
|
[
"Weihao Xia",
"Yujiu Yang",
"Jing-Hao Xue"
] |
|
Workshop/Deep_Inverse
|
https://openreview.net/forum?id=28zXoRIcZd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Refined Tensorial Radiance Field: Harnessing Coordinate-Based Networks for Novel View Synthesis from Sparse Inputs
|
[
"Mingyu Kim",
"Kim Jun-Seong",
"Se-Young Yun",
"Jin-Hwa Kim"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=zkPxoyPeva
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Gradient Estimation For Exactly-k Constraints
|
[
"Ruoyan Li",
"Dipti Ranjan Sahu",
"Guy Van den Broeck",
"Zhe Zeng"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=zXhQnoaRQW
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Learning Expert-Interpretable Programs for Myocardial Infarction Localization
|
[
"Joshua Alan Flashner",
"Jennifer J. Sun",
"David Ouyang",
"Yisong Yue"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=yGVChrbJ4E
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards LLMs as Operational Copilots for Fusion Reactors
|
[
"Viraj Mehta",
"Joseph Abbate",
"Allen Wang",
"Andrew Rothstein",
"Ian Char",
"Jeff Schneider",
"Egemen Kolemen",
"Cristina Rea",
"Darren Garnier"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xyfd9svlDH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Modelability and Generalizability: Are Machine Learning Models for Drug Synergy Exploiting Artefacts and Biases in Available Data?
|
[
"Arushi GK Majha",
"Andreas Bender",
"Ian Stott"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xiNRyrBAjt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Seismic hazard analysis with a Factorized Fourier Neural Operator (F-FNO) surrogate model enhanced by transfer learning
|
[
"Fanny Lehmann",
"Filippo Gatti",
"Michaël Bertin",
"Didier Clouteau"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xYbECDx0JF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Machine Learning for Practical Quantum Error Mitigation
|
[
"Haoran Liao",
"Derek S. Wang",
"Iskandar Sitdikov",
"Ciro Salcedo",
"Alireza Seif",
"Zlatko K. Minev"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xW5JQo6TXO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Distilling human decision-making dynamics: a comparative analysis of low-dimensional architectures
|
[
"Hua-Dong Xiong",
"Li Ji-An",
"Marcelo G Mattar",
"Robert C. Wilson"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xTXmEKbprI
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Genomic language model predicts protein co-regulation and function
|
[
"Yunha Hwang",
"Andre Cornman",
"Elizabeth Kellogg",
"Sergey Ovchinnikov",
"Peter Girguis"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=xJFITn0hRx
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Auto-PINN: Understanding and Optimizing Physics-Informed Neural Architecture
|
[
"Yicheng Wang",
"Xiaotian Han",
"Chia-Yuan Chang",
"Daochen Zha",
"Ulisses Braga-Neto",
"Xia Hu"
] |
|
Workshop/AI4Science
|
https://openreview.net/forum?id=wdGIL6lx3l
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Augmenting large language models with chemistry tools
|
[
"Andres M Bran",
"Sam Cox",
"Oliver Schilter",
"Carlo Baldassari",
"Andrew White",
"Philippe Schwaller"
] |
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