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Workshop/GLFrontiers
|
https://openreview.net/forum?id=0YeJyvv2rO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MCGC: an MLP-based supervised Contrastive learning framework for Graph Classification
|
[
"Xiao Yue",
"Bo Liu",
"Andrew Meng",
"Guangzhi Qu"
] |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=uSvN2oozRK
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Does It Know?: Probing and Benchmarking Uncertainty in Language Model Latent Beliefs
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=lDeysxpH6W
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent
| null |
|
Workshop/ATTRIB
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https://openreview.net/forum?id=klVoedPgtY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Threshold KNN-Shapley: A Linear-Time and Privacy-Friendly Approach to Data Valuation (Workshop Version)
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=ie6hRGMCp2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Adversarial Attacks on Neuron Interpretation via Activation Maximization
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=i0x5EKSDdq
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
| null |
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Workshop/ATTRIB
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https://openreview.net/forum?id=csilNwWnoG
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poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient Data Valuation for Weighted Nearest Neighbor Algorithms
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=bqOzmRPGCX
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Object Detection in Deep Neural Networks Differs from Humans in the Periphery
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=Zqj3YQ1QAC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Formal Definition of Fingerprints Improves Attribution of Generative Models
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=LMV6HuZJ2L
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Exploring Dataset-Scale Indicators of Data Quality
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=KLVL0Kj6E8
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poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Self-Select: Optimizing Instruction Selection for Large Language Models
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=Hi9zCFiiNw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Speculative Behavior: An Approach to Large Language Model Evaluation and Optimization
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=G8RRE6zDGm
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Algorithm Selection with Priority Order for Instances
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=EKvqw9k3lC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Backtracking Mathematical Reasoning of Language Models to the Pretraining Data
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=CgHj6c4t5g
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Forbidden Facts: An Investigation of Competing Objectives in Llama 2
| null |
|
Workshop/ATTRIB
|
https://openreview.net/forum?id=13VkFDTKHH
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Data Attribution for Segmentation Models
| null |
|
Workshop/UniReps
|
https://openreview.net/forum?id=zV0gv4a4Yj
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Characterizing pre-trained and task-adapted molecular representations
|
[
"Celia Cintas",
"Payel Das",
"Jarret Ross",
"Brian Belgodere",
"Girmaw Abebe Tadesse",
"Vijil Chenthamarakshan",
"Jannis Born",
"Skyler Speakman"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=uviLSCIsvt
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Grokking as Simplification: A Nonlinear Complexity Perspective
|
[
"Ziming Liu",
"Ziqian Zhong",
"Max Tegmark"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=uoUOz427RD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Leveraging Self-Consistency for Data-Efficient Amortized Bayesian Inference
|
[
"Marvin Schmitt",
"Daniel Habermann",
"Paul-Christian Bürkner",
"Ullrich Koethe",
"Stefan T. Radev"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=ul5OdS6pfU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient Multimodal Alignment: To Freeze or Not to Freeze?
|
[
"Till Aczel",
"Roger Wattenhofer"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=uVZB637Dgx
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
What Mechanisms Does Knowledge Distillation Distill?
|
[
"Cindy Wu",
"Ekdeep Singh Lubana",
"Bruno Kacper Mlodozeniec",
"Robert Kirk",
"David Krueger"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=uKWqDnLI3o
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Comparing Representational and Functional Similarity in Small Transformer Language Models
|
[
"Dan Friedman",
"Andrew Kyle Lampinen",
"Lucas Dixon",
"Danqi Chen",
"Asma Ghandeharioun"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=rGCabZfV3d
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multimodal decoding of human brain activity into images and text
|
[
"Matteo Ferrante",
"Tommaso Boccato",
"Furkan Ozcelik",
"Rufin VanRullen",
"Nicola Toschi"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=rD62RkufYo
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Predictive variational autoencoder for learning robust representations of time-series data
|
[
"Julia Huiming Wang",
"Dexter Tsin",
"Tatiana A Engel"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=qqdHkqHmfA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
|
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=qNZ3Tyrq9C
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Transferring Expert Knowledge from Tabular Data to Images
|
[
"Jun-Peng Jiang",
"Han-Jia Ye",
"Leye Wang",
"Yang Yang",
"Yuan Jiang",
"De-Chuan Zhan"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=pj7WZFx3l7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
MeSa: Masked, Geometric, and Supervised Pre-training for Monocular Depth Estimation
|
[
"Muhammad Osama Khan",
"Junbang Liang",
"Chun-Kai Wang",
"Shan Yang",
"Yu Lou"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=pZakRK1QHU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Linearly Structured World Representations in Maze-Solving Transformers
|
[
"Michael Ivanitskiy",
"Alexander F Spies",
"Tilman Räuker",
"Guillaume Corlouer",
"Christopher Mathwin",
"Lucia Quirke",
"Can Rager",
"Rusheb Shah",
"Dan Valentine",
"Cecilia Diniz Behn",
"Katsumi Inoue",
"Samy Wu Fung"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=oWJP0NhcY7
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A General Method for Testing Bayesian Models using Neural Data
|
[
"Gabor Lengyel",
"Sabyasachi Shivkumar",
"Ralf M Haefner"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=oPGXH9Vm4R
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ZipIt!: Multitask Model Merging without Training
|
[
"George Stoica",
"Daniel Bolya",
"Jakob Brandt Bjorner",
"Pratik Ramesh",
"Taylor Hearn",
"Judy Hoffman"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=nytcN3SMQh
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Degradation and plasticity in convolutional neural networks: An investigation of internal representations
|
[
"Jasmine A Moore",
"Vibujithan Vigneshwaran",
"Matthias Wilms",
"Nils Forkert"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=nro8tEfIfw
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the Direct Alignment of Latent Spaces
|
[
"Zorah Lähner",
"Michael Moeller"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=mDr0o2WU2n
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Comparing neural models using their perceptual discriminability predictions
|
[
"Jingyang Zhou",
"Chanwoo Chun",
"Ajay Subramanian",
"Eero P Simoncelli"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=m33S4kCJSd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Semi-Ensemble: A Simple Approach Over-parameterize Model Interpolation
|
[
"Jiwoon Lee",
"Jaeho Lee"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=j641gZOD7m
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
|
[
"Chandana Kuntala",
"Carlos R Ponce",
"Deepak Kumar Sharma",
"Binxu Wang"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=dpYcX84x6M
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Bio-inspired parameter reuse: Exploiting inter-frame representation similarity with recurrence for accelerating temporal visual processing
|
[
"Zuowen Wang",
"Longbiao Cheng",
"Joachim Ott",
"Pehuen Moure",
"Shih-Chii Liu"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=aP2a5i1iUf
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Understanding Mode Connectivity via Parameter Space Symmetry
|
[
"Bo Zhao",
"Nima Dehmamy",
"Robin Walters",
"Rose Yu"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=ZphCrdgqKp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
|
[
"Yujia Bao",
"Srinivasan Sivanandan",
"Theofanis Karaletsos"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=ZPmx1ncKpr
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
DISCOV: A Time Series Representations Disentanglement via Contrastive for Non-Intrusive Load Monitoring (NILM)
|
[
"Khalid Oublal",
"Said Ladjal",
"David Benhaiem",
"Emmanuel LE BORGNE",
"François Roueff"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=WuFcps7SNL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mixture of Multimodal Interaction Experts
|
[
"Haofei Yu",
"Paul Pu Liang",
"Ruslan Salakhutdinov",
"Louis-Philippe Morency"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=WgQZNoQ5AB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Inverted-Attention Transformers can Learn Object Representations: Insights from Slot Attention
|
[
"Yi-Fu Wu",
"Klaus Greff",
"Gamaleldin Fathy Elsayed",
"Michael Curtis Mozer",
"Thomas Kipf",
"Sjoerd van Steenkiste"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=WcfVyzzJOS
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Increasing Brain-LLM Alignment via Information-Theoretic Compression
|
[
"Mycal Tucker",
"Greta Tuckute"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=Qms9kWnbpP
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Expressivity of Spiking Neural Networks through the Spike Response Model
|
[
"Manjot Singh",
"Adalbert Fono",
"Gitta Kutyniok"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=PbvPwiySXz
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Disentangling Linear Mode Connectivity
|
[
"Gül Sena Altıntaş",
"Gregor Bachmann",
"Lorenzo Noci",
"Thomas Hofmann"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=Nu3t6XX103
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Model Merging by Gradient Matching
|
[
"Nico Daheim",
"Thomas Möllenhoff",
"Edoardo Ponti",
"Iryna Gurevych",
"Mohammad Emtiyaz Khan"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=NSfecLF4Za
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Object-Centric Semantic Vector Quantization
|
[
"Yi-Fu Wu",
"Minseung Lee",
"Sungjin Ahn"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=LhV3Ex8fky
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Evaluation of Representational Similarity Scores Across Human Visual Cortex
|
[
"Francisco Acosta",
"Colin Conwell",
"Sophia Sanborn",
"David A. Klindt",
"Nina Miolane"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=LVYEjD25tZ
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Supervising Variational Autoencoder Latent Representations with Language
|
[
"Thomas Lu",
"Aboli Marathe",
"Ada Martin"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=LSSiDy7fG1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Implicit Representations for Image Segmentation
|
[
"Jan Philipp Schneider",
"Mishal Fatima",
"Jovita Lukasik",
"Andreas Kolb",
"Margret Keuper",
"Michael Moeller"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=KeiQNpb7sv
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Ecological data and objectives align deep neural network representations with humans
|
[
"Akash Nagaraj",
"Alekh Karkada Ashok",
"Drew Linsley",
"Francis E Lewis",
"Peisen Zhou",
"Thomas Serre"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=KWYQu2TxhE
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Visual Expertise Explains Image Inversion Effects
|
[
"Martha Gahl",
"Shubham Kulkarni",
"Nikhil Pathak",
"Alex Russell",
"Garrison W. Cottrell"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=JYww68b9PA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How Good is a Single Basin?
|
[
"Kai Lion",
"Gregor Bachmann",
"Lorenzo Noci",
"Thomas Hofmann"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=JFnjdl2Vc2
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Subjective Randomness and In-Context Learning
|
[
"Eric J Bigelow",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tomer Ullman"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=J1kzuH90gg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Deep Multimodal Emotion Recognition using Modality Aware Attention Network for Unifying Representations in Neural Models
|
[
"Sungpil Woo",
"MUHAMMAD ZUBAIR",
"Sunhwan Lim",
"Daeyoung Kim"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=I9dkBah6Z9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On Feature Learning of Recursive Feature Machines and Automatic Relevance Determination
|
[
"Daniel Gedon",
"Amirhesam Abedsoltan",
"Thomas B. Schön",
"Mikhail Belkin"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=GIuSksGwEp
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A sparse null code emerges in deep neural networks
|
[
"Brian S Robinson",
"Nathan Drenkow",
"Colin Conwell",
"Michael Bonner"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=FbFyO1r7rV
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
How does fine-tuning affect your model? Mechanistic analysis on procedural tasks
|
[
"Samyak Jain",
"Robert Kirk",
"Ekdeep Singh Lubana",
"Robert P. Dick",
"Hidenori Tanaka",
"Tim Rocktäschel",
"Edward Grefenstette",
"David Krueger"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=FO646rF6MM
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Variational Classification
|
[
"Shehzaad Zuzar Dhuliawala",
"Mrinmaya Sachan",
"Carl Allen"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=F0Wp4KESt7
|
poster
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NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hybrid Early Fusion for Multi-Modal Biomedical Representations
|
[
"Konstantin Hemker",
"Nikola Simidjievski",
"Mateja Jamnik"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=Bi8mfzjIJ3
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
|
[
"Alice Bizeul",
"Carl Allen"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=BZMzFReaiK
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Distributional Reinforcement Learning in the Mammalian Brain
|
[
"Adam S Lowet",
"Qiao Zheng",
"Melissa Meng",
"Sara Matias",
"Jan Drugowitsch",
"Naoshige Uchida"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=AxRD2FF7aD
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Universality of intrinsic dimension of latent representations across models
|
[
"Teresa Scheidt",
"Lars Kai Hansen"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=9I2jTPhCku
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
|
[
"Berivan Isik",
"Victor Lecomte",
"Rylan Schaeffer",
"Yann LeCun",
"Mikail Khona",
"Ravid Shwartz-Ziv",
"Sanmi Koyejo",
"Andrey Gromov"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=5PYcTwpc6Z
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SHARCS: Shared Concept Space for
Explainable Multimodal Learning
|
[
"Gabriele Dominici",
"Pietro Barbiero",
"Lucie Charlotte Magister",
"Pietro Lio",
"Nikola Simidjievski"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=4M0hhzUGxp
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Sufficient conditions for offline reactivation in recurrent neural networks
|
[
"Nanda H Krishna",
"Colin Bredenberg",
"Daniel Levenstein",
"Blake Aaron Richards",
"Guillaume Lajoie"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=3KfD8vShwF
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
On the universality of neural codes in vision
|
[
"Florentin Guth",
"Brice Ménard"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=2XoCArKGj1
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Event-Based Contrastive Learning for Medical Time Series
|
[
"Hyewon Jeong",
"Nassim Oufattole",
"Aparna Balagopalan",
"Matthew B.A. McDermott",
"Payal Chandak",
"Marzyeh Ghassemi",
"Collin Stultz"
] |
|
Workshop/UniReps
|
https://openreview.net/forum?id=2ApmouuUOC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Multi-timescale reinforcement learning in the brain
|
[
"Paul Masset",
"Pablo Tano",
"HyungGoo Kim",
"Athar N. Malik",
"Alexandre Pouget",
"Naoshige Uchida"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=w1Vx3iQonv
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Inference analysis of optical transformers
|
[
"Xianxin Guo",
"Chenchen Wang",
"Djamshid Damry"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=to9NJEMGCC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Diffractive Optical Neural Networks with Arbitrary Spatial Coherence
|
[
"Matthew J. Filipovich",
"Aleksei Malyshev",
"Alexander Lvovsky"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=n0HMpICxpU
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Hierarchy of the echo state property in quantum reservoir computing
|
[
"Shumpei Kobayashi",
"Quoc Hoan Tran",
"Kohei Nakajima"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=lTYd1pa8bO
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Contrastive power-efficient physical learning in resistor networks
|
[
"Menachem Stern",
"Sam Dillavou",
"Dinesh Jayaraman",
"Douglas Durian",
"Andrea Liu"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=jey92TQfUG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Energy-Based Learning Algorithms for Analog Computing: A Comparative Study
|
[
"Benjamin Scellier",
"Maxence Ernoult",
"Jack Kendall",
"Suhas Kumar"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=iwYCqNb0B9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Expanding Spiking Neural Networks With Dendrites for Deep Learning
|
[
"Mark Plagge",
"Suma G Cardwell",
"Frances S. Chance"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=fm8p9MDkd9
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Scaling of Optical Transformers
|
[
"Maxwell Anderson",
"Shi-Yuan Ma",
"Tianyu Wang",
"Logan G. Wright",
"Peter McMahon"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=fLfYeAfiCq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Algebraic Design of Physical Computing System for Time-Series Generation
|
[
"Mizuka Komatsu",
"Takaharu Yaguchi",
"Kohei Nakajima"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=aqsFLVg0tY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
PhyFF: Physical forward forward algorithm for in-hardware training and inference
|
[
"Ali Momeni",
"Babak Rahmani",
"Matthieu Malléjac",
"Philipp del Hougne",
"Romain Fleury"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=aaJ5wbrff5
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Green Granular Convolutional Neural Network with Software-FPGA Co-designed Learning
|
[
"Yanqing Zhang",
"Huaiyuan Chu"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=YmzE3h5cGB
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo
|
[
"Ziyi Wang",
"Yujie Chen",
"Ruqi Zhang",
"Qifan Song"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=QjdzXNzyrL
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Adjoint Method: The Connection between Analog-based Equilibrium Propagation Architectures and Neural ODEs
|
[
"Mohamed Watfa",
"Alberto Garcia-Ortiz"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=PkduOOJOZA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Beyond Digital: Harnessing Analog Hardware for Machine Learning
|
[
"Marvin Syed",
"Kirill Kalinin",
"Natalia Berloff"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=LdPkWxTjiW
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
A Lagrangian Perspective on Dual Propagation
|
[
"Rasmus Høier",
"Christopher Zach"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=KAiPD1OwvF
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning
|
[
"Hector Andres Gonzalez",
"Jiaxin Huang",
"Florian Kelber",
"Khaleelulla Khan Nazeer",
"Tim Hauke Langer",
"Chen Liu",
"Matthias Aleander Lohrmann",
"Amirhossein Rostami",
"Mark Schöne",
"Bernhard Vogginger",
"Timo Wunderlich",
"Yexin Yan",
"Mahmoud Akl",
"Christian Mayr"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=IuN2WXtFSY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Biologically-plausible hierarchical chunking on mixed-signal neuromorphic hardware
|
[
"Atilla Schreiber",
"Shuchen Wu",
"Chenxi Wu",
"Giacomo Indiveri",
"Eric Schulz"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=Fik4cO7FXd
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
The Benefits of Self-Supervised Learning for Training Physical Neural Networks
|
[
"Jeremie Laydevant",
"Peter McMahon",
"Davide Venturelli",
"Paul Aaron Lott"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=FGduPFaCIa
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Towards low power cognitive load analysis using EEG signal: A neuromorphic computing approach
|
[
"Dighanchal Banerjee",
"Sounak Dey",
"Debatri Chatterjee",
"Arpan Pal"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=EMAfVgNVrC
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Neuromorphic Co-Design as a Game
|
[
"Craig Vineyard",
"William Severa",
"James Aimone"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=BtC95j83bY
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Device Codesign using Reinforcement Learning and Evolutionary Optimization
|
[
"Catherine Schuman",
"Suma G Cardwell",
"Karan P. Patel",
"J. Darby Smith",
"Jared Arzate",
"Andrew Maicke",
"Samuel Liu",
"Jaesuk Kwon",
"Jean Anne Incorvia"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=92YxqzuGSu
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Mean-Field Assisted Deep Boltzmann Learning with Probabilistic Computers
|
[
"Shuvro Chowdhury",
"Shaila Niazi",
"Kerem Camsari"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=7YUt7pQVFg
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Unleashing Hyperdimensional Computing with Nyström Method based Encoding
|
[
"Quanling Zhao",
"Anthony Hitchcock Thomas",
"Xiaofan Yu",
"Tajana Rosing"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=6flkWTzK2H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Thermodynamic AI and Thermodynamic Linear Algebra
|
[
"Patrick J. Coles",
"Maxwell Aifer",
"Kaelan Donatella",
"Denis Melanson",
"Max Hunter Gordon",
"Thomas Dybdahl Ahle",
"Daniel Simpson",
"Gavin Crooks",
"Antonio J Martinez",
"Faris Mouti Sbahi"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=4P65OwisG9
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Nonlinear Classification Without a Processor
|
[
"Sam Dillavou",
"Benjamin Beyer",
"Menachem Stern",
"Marc Miskin",
"Andrea Liu",
"Douglas Durian"
] |
|
Workshop/MLNCP
|
https://openreview.net/forum?id=3W3Qo3arAG
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Neural Deep Operator Networks representation of Coherent Ising Machine Dynamics
|
[
"Arsalan Taassob",
"Davide Venturelli",
"Paul Aaron Lott"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=zQTa2XdPnP
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
AI4HPC: Library to Train AI Models on HPC Systems using CFD Datasets
|
[
"Eray Inanc",
"Rakesh Sarma",
"Marcel Aach",
"Rocco Sedona",
"Andreas Lintermann"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=xINTMAvPQA
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Efficient and Approximate Per-Example Gradient Norms for Gradient Noise Scale
|
[
"Gavia Gray",
"Anshul Samar",
"Joel Hestness"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=v9xkSeDxaq
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
ReffAKD: Resource-efficient Autoencoder-based Knowledge Distillation
|
[
"Divyang Doshi",
"Jung-Eun Kim"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=tKqUiPUE6H
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Remaining-Useful-Life Prediction and Uncertainty Quantification using LSTM Ensembles for Aircraft Engines
|
[
"Oishi Deb",
"Emmanouil Benetos",
"Philip Torr"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=rBgo4Mi8vZ
|
oral
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
CoTFormer: More Tokens With Attention Make Up For Less Depth
|
[
"Amirkeivan Mohtashami",
"Matteo Pagliardini",
"Martin Jaggi"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=qScA3fL49l
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
LightSeq: : Sequence Level Parallelism for Distributed Training of Long Context Transformers
|
[
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Eric P. Xing",
"Joseph E. Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] |
|
Workshop/WANT
|
https://openreview.net/forum?id=oYztmXK2mu
|
poster
|
NeurIPS2023
| null | null | null | null | null | null | null | null | null |
NaT
|
Improving Deep Ensembles without Communication
|
[
"Konstantinos Pitas",
"Michael Arbel",
"Julyan Arbel"
] |
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