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NeurIPS2024
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[
"Cassidy Laidlaw",
"Banghua Zhu",
"Stuart Russell",
"Anca Dragan"
] |
A Theoretical Explanation of Deep RL Performance in Stochastic Environments
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https://openreview.net/forum?id=KZ47dqKtGs
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NeurIPS2024
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NaT
| null |
[
"Rishi Sonthalia",
"Xinyue Li",
"Bochao Gu"
] |
Under-Parameterized Double Descent for Ridge Regularized Least Squares Denoising of Data on a Line
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https://openreview.net/forum?id=IfyZSIxcoM
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NeurIPS2024
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[
"Mahdiyar Molahasani",
"Ali Etemad",
"Michael Greenspan"
] |
Continual Learning for Long-Tailed Recognition: Bridging the Gap in Theory and Practice
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https://openreview.net/forum?id=Gw77i2J8g5
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NeurIPS2024
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NaT
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[
"Alice Bizeul",
"Carl Allen"
] |
SimVAE: Narrowing the gap between Discriminative Generative Representation Learning
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https://openreview.net/forum?id=FM6MtmeRxZ
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NeurIPS2024
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NaT
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[
"Miao Lu",
"Beining Wu",
"Xiaodong Yang",
"Difan Zou"
] |
Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate
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https://openreview.net/forum?id=DYiER5LgUU
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NeurIPS2024
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[
"Justin Diamond"
] |
On Compositionality and Emergence in Physical Systems Generativie Modeling
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https://openreview.net/forum?id=ClCrg213JS
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NeurIPS2024
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NaT
| null |
[
"Felix Sarnthein",
"Sidak Pal Singh",
"Antonio Orvieto",
"Thomas Hofmann"
] |
Escaping Random Teacher Initialization Enhances Signal Propagation and Representation
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https://openreview.net/forum?id=BMQ4i2RVbE
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NeurIPS2024
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NaT
| null |
[
"Hongkang Li",
"Meng Wang",
"Songtao Lu",
"Hui Wan",
"Xiaodong Cui",
"Pin-Yu Chen"
] |
Transformers as Multi-Task Feature Selectors: Generalization Analysis of In-Context Learning
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https://openreview.net/forum?id=AxoqhdHHH1
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oral
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NeurIPS2024
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NaT
| null |
[
"Yilong Qin",
"Andrej Risteski"
] |
Fit Like You Sample: Sample-Efficient Score Matching From Fast Mixing Diffusions
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https://openreview.net/forum?id=8s8w7nwCuk
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NeurIPS2024
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NaT
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[
"Esha Singh",
"Shoham Sabach",
"Yu-Xiang Wang"
] |
MoXCo:How I learned to stop exploring and love my local minima?
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https://openreview.net/forum?id=89fKHVtsMR
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NeurIPS2024
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NaT
| null |
[
"Oğuz Yüksel",
"Etienne Boursier",
"Nicolas Flammarion"
] |
First-order ANIL provably learns representations despite overparametrisation
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https://openreview.net/forum?id=7OwnWAPfXu
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NeurIPS2024
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NaT
| null |
[
"Kavya Ravichandran",
"Yatin Dandi",
"Stefani Karp",
"Francesca Mignacco"
] |
Learning from setbacks: the impact of adversarial initialization on generalization performance
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https://openreview.net/forum?id=6V11PG7w5l
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rylan Schaeffer",
"Zachary Robertson",
"Akhilan Boopathy",
"Mikail Khona",
"Ila Fiete",
"Andrey Gromov",
"Sanmi Koyejo"
] |
Divergence at the Interpolation Threshold: Identifying, Interpreting Ablating the Sources of a Deep Learning Puzzle
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https://openreview.net/forum?id=4pPnQqUMLS
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NeurIPS2024
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NaT
| null |
[
"Can Yaras",
"Peng Wang",
"Wei Hu",
"Zhihui Zhu",
"Laura Balzano",
"Qing Qu"
] |
Invariant Low-Dimensional Subspaces in Gradient Descent for Learning Deep Matrix Factorizations
| null |
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https://openreview.net/forum?id=4927EDtTI6
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Atsushi Nitanda",
"Kazusato Oko",
"Taiji Suzuki",
"Denny Wu"
] |
How Structured Data Guides Feature Learning: A Case Study of the Parity Problem
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https://openreview.net/forum?id=3vkeYFEZxW
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NeurIPS2024
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NaT
| null |
[
"Satwik Bhattamishra",
"Phil Blunsom",
"Varun Kanade"
] |
The Next Symbol Prediction Problem: PAC-learning and its relation to Language Models
| null |
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https://openreview.net/forum?id=3vBtKsiHEC
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Francesco D'Angelo",
"Aditya Varre",
"Maksym Andriushchenko",
"Nicolas Flammarion"
] |
Why Do We Need Weight Decay for Overparameterized Deep Networks?
| null |
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https://openreview.net/forum?id=3YcBch3ejt
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Regev Cohen",
"Ehud Rivlin",
"Daniel Freedman"
] |
The Double-Edged Sword: Perception and Uncertainty in Inverse Problems
| null |
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https://openreview.net/forum?id=3WBUUAgPxy
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yutong Wang",
"Rishi Sonthalia",
"Wei Hu"
] |
Near-Interpolators: Fast Norm Growth and Tempered Near-Overfitting
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=yeQvl1q8Vy
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poster
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NeurIPS2024
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NaT
| null |
[
"Seungone Kim",
"Jamin Shin",
"Yejin Cho",
"Joel Jang",
"Shayne Longpre",
"Hwaran Lee",
"Sangdoo Yun",
"Seongjin Shin",
"Sungdong Kim",
"James Thorne",
"Minjoon Seo"
] |
Prometheus: Inducing Evaluation Capability in Language Models
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Workshop/Instruction
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https://openreview.net/forum?id=ydY0xXNhwi
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NeurIPS2024
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NaT
| null |
[
"Khai Loong Aw",
"Syrielle Montariol",
"Badr AlKhamissi",
"Martin Schrimpf",
"Antoine Bosselut"
] |
Instruction-tuned LLMs with World Knowledge are More Aligned to the Human Brain
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Workshop/Instruction
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https://openreview.net/forum?id=xaqoZZqkPU
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NeurIPS2024
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NaT
| null |
[
"Ming Li",
"Lichang Chen",
"Jiuhai Chen",
"Shwai He",
"Tianyi Zhou"
] |
Reflection-Tuning: Recycling Data for Better Instruction-Tuning
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=x6MlSOzbmC
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NeurIPS2024
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NaT
| null |
[
"Yubin Ge",
"Devamanyu Hazarika",
"Yang Liu",
"Mahdi Namazifar"
] |
Supervised Fine-Tuning of Large Language Models on Human Demonstrations Through the Lens of Memorization
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=wq4OaU8tfE
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NeurIPS2024
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NaT
| null |
[
"Yeming Wen",
"Pengcheng Yin",
"Kensen Shi",
"Henryk Michalewski",
"Swarat Chaudhuri",
"Alex Polozov"
] |
Grounding Code Generation with Input-Output Specifications
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=wYLASkYFJU
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poster
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NeurIPS2024
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NaT
| null |
[
"Cheng-I Lai",
"Zhiyun Lu",
"Liangliang Cao",
"Ruoming Pang"
] |
Training Speech Recognition Models to Follow Instructions
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=vDXvtytjdX
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poster
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NeurIPS2024
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NaT
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https://github.com/SALT-NLP/LLaVAR
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[
"Yanzhe Zhang",
"Ruiyi Zhang",
"Jiuxiang Gu",
"Yufan Zhou",
"Nedim Lipka",
"Diyi Yang",
"Tong Sun"
] |
Enhanced Visual Instruction Tuning for Text-Rich Image Understanding
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Workshop/Instruction
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https://openreview.net/forum?id=twgpHJmvJy
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NeurIPS2024
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NaT
| null |
[
"Xiaoqiang Lin",
"Zhaoxuan Wu",
"Zhongxiang Dai",
"Wenyang Hu",
"Yao Shu",
"See-Kiong Ng",
"Patrick Jaillet",
"Bryan Kian Hsiang Low"
] |
Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers
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https://openreview.net/forum?id=tw2w8rgWMV
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NeurIPS2024
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NaT
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[
"Nihal Nayak",
"Yiyang Nan",
"Avi Trost",
"Stephen Bach"
] |
Learning to Generate Instructions to Adapt Language Models to New Tasks
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Workshop/Instruction
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https://openreview.net/forum?id=rxEmiOEIFL
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NeurIPS2024
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NaT
| null |
[
"Rui Zheng",
"Shihan Dou",
"Songyang Gao",
"Yuan Hua",
"Wei Shen",
"Binghai Wang",
"Yan Liu",
"Senjie Jin",
"Yuhao Zhou",
"Limao Xiong",
"Lu Chen",
"Zhiheng Xi",
"Nuo Xu",
"Wenbin Lai",
"Minghao Zhu",
"Haoran Huang",
"Tao Gui",
"Qi Zhang",
"Xuanjing Huang"
] |
Delve into PPO: Implementation Matters for Stable RLHF
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Workshop/Instruction
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https://openreview.net/forum?id=pFHeZzl5ft
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poster
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NeurIPS2024
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NaT
| null |
[
"Bill Yuchen Lin",
"Abhilasha Ravichander",
"Ximing Lu",
"Nouha Dziri",
"Melanie Sclar",
"Khyathi Chandu",
"Chandra Bhagavatula",
"Yejin Choi"
] |
URIAL: Tuning-Free Instruction Learning and Alignment for Untuned LLMs
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Workshop/Instruction
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https://openreview.net/forum?id=jbNjgmE0OP
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NeurIPS2024
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NaT
| null |
[
"Akari Asai",
"Zeqiu Wu",
"Yizhong Wang",
"Avirup Sil",
"Hannaneh Hajishirzi"
] |
Self-RAG: Self-reflective Retrieval Augmented Generation
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Workshop/Instruction
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https://openreview.net/forum?id=eBu11K7THc
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Young-Jun Lee",
"Dokyong Lee",
"Jihui Im",
"Joo Won Sung",
"Ho-Jin Choi"
] |
Investigating the Effects of Zero-Shot Chain-of-Thought on Empathetic Dialogue Generation
| null |
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Workshop/Instruction
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https://openreview.net/forum?id=byNSabn9cA
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NeurIPS2024
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NaT
| null |
[
"Deren Lei",
"Yaxi Li",
"Mengya Hu",
"Mingyu Wang",
"Xi Yun"
] |
Chain of Natural Language Inference for Reducing Large Language Model Hallucinations
| null |
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https://openreview.net/forum?id=Rye1neGGUd
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NeurIPS2024
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NaT
| null |
[
"Oleksiy Ostapenko",
"Lucas Caccia",
"Zhan Su",
"Nicolas Le Roux",
"Laurent Charlin",
"Alessandro Sordoni"
] |
A Case Study of Instruction Tuning with Mixture of Parameter-Efficient Experts
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https://openreview.net/forum?id=QUwcQFgA5a
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Young-Jun Lee",
"Byungsoo Ko",
"Han-Gyu Kim",
"Jonghwan Hyeon",
"Ho-Jin Choi"
] |
DialogCC: An Automated Pipeline for Creating High-Quality Multi-modal Dialogue Datasets
| null |
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https://openreview.net/forum?id=OQHckRYbpT
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zalan Fabian",
"Zhongqi Miao",
"Chunyuan Li",
"Yuanhan Zhang",
"Ziwei Liu",
"Andres Hernandez",
"Pablo Arbelaez",
"Andrés Link",
"Andrés Montes-Rojas",
"Rafael Escucha",
"Laura Siabatto",
"Rahul Dodhia",
"Juan Lavista Ferres"
] |
Knowledge Augmented Instruction Tuning for Zero-shot Animal Species Recognition
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https://openreview.net/forum?id=Md6RUrGz67
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Venkat Krishna Srinivasan",
"Zhen Dong",
"Banghua Zhu",
"Brian Yu",
"Hanzi Mao",
"Damon Mosk-Aoyama",
"Kurt Keutzer",
"Jiantao Jiao",
"Jian Zhang"
] |
NexusRaven: a commercially-permissive Language Model for function calling
| null |
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https://openreview.net/forum?id=LywifFNXV5
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NeurIPS2024
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NaT
| null |
[
"Dacheng Li",
"Rulin Shao",
"Anze Xie",
"Ying Sheng",
"Lianmin Zheng",
"Joseph Gonzalez",
"Ion Stoica",
"Xuezhe Ma",
"Hao Zhang"
] |
How Long Can Context Length of Open-Source LLMs truly Promise?
| null |
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https://openreview.net/forum?id=KGBNAJCuPf
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NeurIPS2024
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NaT
| null |
[
"Zihao Wang",
"Chirag Nagpal",
"Alexander D'Amour",
"Victor Veitch",
"Sanmi Koyejo"
] |
Reward Model Aggregation
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https://openreview.net/forum?id=IqJ3CU3flr
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Taehyeon Kim",
"Joonkee Kim",
"Gihun Lee",
"Se-Young Yun"
] |
Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions
| null |
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https://openreview.net/forum?id=GO8aPQ9Odp
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NeurIPS2024
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NaT
| null |
[
"Anand Siththaranjan",
"Cassidy Laidlaw",
"Dylan Hadfield-Menell"
] |
Understanding Hidden Context in Preference Learning: Consequences for RLHF
| null |
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https://openreview.net/forum?id=CZJOOFgXZj
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NaT
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[
"Dongyue Li",
"Jinhong Yu",
"Hongyang R. Zhang"
] |
Approximate Clustering for Extracting Task Relationships in Multi-Instruction Tuning
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https://openreview.net/forum?id=2fc5GOPYip
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NeurIPS2024
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NaT
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[
"Mrigank Raman",
"Pranav Mani",
"Davis Liang",
"Zachary Lipton"
] |
For Distillation, Tokens Are Not All You Need
| null |
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https://openreview.net/forum?id=0nRcZeeE5f
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NeurIPS2024
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NaT
| null |
[
"Hussein Mozannar",
"Valerie Chen",
"Dennis Wei",
"Prasanna Sattigeri",
"Manish Nagireddy",
"Subhro Das",
"Ameet Talwalkar",
"David Sontag"
] |
Simulating Iterative Human-AI Interaction in Programming with LLMs
| null |
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https://openreview.net/forum?id=0U1ZHdWX3l
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
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[
"Tobias Schnabel",
"Jennifer Neville"
] |
Balancing Multiple Objectives for Efficient Metaprompts for Data Labeling Tasks with Extensive Guidelines
| null |
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https://openreview.net/forum?id=tYCLmx9RgE
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Georg Pichler",
"Marco Romanelli",
"Divya Prakash Manivannan",
"Prashanth Krishnamurthy",
"Farshad Khorrami",
"Siddharth Garg"
] |
On the Limitation of Backdoor Detection Methods
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NeurIPS2024
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NaT
| null |
[
"Shengwei An",
"Sheng-Yen Chou",
"Kaiyuan Zhang",
"Qiuling Xu",
"Guanhong Tao",
"Guangyu Shen",
"Siyuan Cheng",
"Shiqing Ma",
"Pin-Yu Chen",
"Tsung-Yi Ho",
"Xiangyu Zhang"
] |
How to remove backdoors in diffusion models?
| null |
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https://openreview.net/forum?id=hLtbmYoW5w
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NaT
| null |
[
"Manoj Acharya",
"Weichao Zhou",
"Anirban Roy",
"Xiao Lin",
"Wenchao Li",
"Susmit Jha"
] |
Universal Trojan Signatures in Reinforcement Learning
| null |
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https://openreview.net/forum?id=cmJiEqniEc
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NaT
| null |
[
"Lauro Langosco",
"Neel Alex",
"William Baker",
"David Quarel",
"Herbie Bradley",
"David Krueger"
] |
Detecting Backdoors with Meta-Models
| null |
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Workshop/BUGS
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https://openreview.net/forum?id=a34bgvner1
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Chunyuan Deng",
"Yilun Zhao",
"Xiangru Tang",
"Mark Gerstein",
"Arman Cohan"
] |
Benchmark Probing: Investigating Data Leakage in Large Language Models
| null |
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Workshop/BUGS
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https://openreview.net/forum?id=RYU6qiidVL
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lu Yan",
"Siyuan Cheng",
"Guangyu Shen",
"Guanhong Tao",
"Xuan Chen",
"Kaiyuan Zhang",
"Yunshu Mao",
"Xiangyu Zhang"
] |
D^3: Detoxing Deep Learning Dataset
| null |
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Workshop/BUGS
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https://openreview.net/forum?id=JvUuutHa2s
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nguyen Hung-Quang",
"Ngoc-Hieu Nguyen",
"The-Anh Ta",
"Thanh Nguyen-Tang",
"Hoang Thanh-Tung",
"Khoa D Doan"
] |
Clean-label Backdoor Attacks by Selectively Poisoning with Limited Information from Target Class
| null |
|||
Workshop/BUGS
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https://openreview.net/forum?id=0opr2bdXs4
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhuoshi Pan",
"Yuguang Yao",
"Gaowen Liu",
"Bingquan Shen",
"H. Vicky Zhao",
"Ramana Rao Kompella",
"Sijia Liu"
] |
From Trojan Horses to Castle Walls: Unveiling Bilateral Backdoor Effects in Diffusion Models
| null |
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Workshop/XAIA
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https://openreview.net/forum?id=xuT2SDuJX6
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Luca Deck",
"Jakob Schoeffer",
"Maria De-Arteaga",
"Niklas Kuehl"
] |
A Critical Survey on Fairness Benefits of XAI
| null |
|||
Workshop/XAIA
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https://openreview.net/forum?id=xrEpp63kz7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lukas Klein",
"Sebastian Ziegler",
"Felix Laufer",
"Charlotte Debus",
"Markus Götz",
"Klaus Maier-Hein",
"Ulrich Paetzold",
"Fabian Isensee",
"Paul Jaeger"
] |
Understanding Scalable Perovskite Solar Cell Manufacturing with Explainable AI
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=wFJoNkiASU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Weiqiu You",
"Helen Qu",
"Marco Gatti",
"Bhuvnesh Jain",
"Eric Wong"
] |
Sum-of-Parts Models: Faithful Attributions for Groups of Features
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=uU1eXPwesa
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Pablo Sanchez Martin",
"Tarek Besold",
"Priyadarshini Kumari"
] |
FRUNI and FTREE synthetic knowledge graphs for evaluating explainability
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=tiLZkab8TP
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ehsan Hajiramezanali",
"Sepideh Maleki",
"Alex Tseng",
"Aicha BenTaieb",
"Gabriele Scalia",
"Tommaso Biancalani"
] |
On the Consistency of GNN Explainability Methods
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=se4ojQqjB5
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jack Armitage",
"Nicola Privato",
"Victor Shepardson",
"Celeste Betancur Gutierrez"
] |
Explainable AI in Music Performance: Case Studies from Live Coding and Sound Spatialisation
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=qt9yTS7TKc
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Meirav Segal",
"Anne-Marie George",
"Ingrid Yu",
"Christos Dimitrakakis"
] |
Robust Recourse for Binary Allocation Problems
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=nVGuWh4S2G
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Alexander Koebler",
"Thomas Decker",
"Michael Lebacher",
"Ingo Thon",
"Volker Tresp",
"Florian Buettner"
] |
Towards Explanatory Model Monitoring
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=mAzhEP9jPv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nicholas Kroeger",
"Dan Ley",
"Satyapriya Krishna",
"Chirag Agarwal",
"Himabindu Lakkaraju"
] |
Are Large Language Models Post Hoc Explainers?
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=joaWGug1CU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Raja Farrukh Ali",
"Ayesha Farooq",
"Emmanuel Adeniji",
"John Woods",
"Vinny Sun",
"William Hsu"
] |
Explainable Reinforcement Learning for Alzheimer’s Disease Progression Prediction.
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=iMR4ukkUFU
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Jun Yuan",
"Aritra Dasgupta"
] |
A Simple Scoring Function to Fool SHAP: Stealing from the One Above
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=hpuOA3nkVW
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sayantan Kumar",
"Thomas Kannampallil",
"Aristeidis Sotiras",
"Philip Payne"
] |
Explaining Longitudinal Clinical Outcomes using Domain-Knowledge driven Intermediate Concepts
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=h6OT5pzrGc
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Shreya Havaldar",
"Weiqiu You",
"Lyle Ungar",
"Eric Wong"
] |
Visual Topics via Visual Vocabularies
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=d7FsEtYjvN
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Janet Hsiao",
"Antoni Chan"
] |
Towards the next generation explainable AI that promotes AI-human mutual understanding
| null |
|||
Workshop/XAIA
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https://openreview.net/forum?id=bhvlGMbONN
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ishaan Rawal",
"Shantanu Jaiswal",
"Basura Fernando",
"Cheston Tan"
] |
Are VideoQA Models Truly Multimodal?
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=bGsW1wSIxQ
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poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yoonho Lee",
"Michelle Lam",
"Helena Vasconcelos",
"Michael Bernstein",
"Chelsea Finn"
] |
Interactive Model Correction with Natural Language
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=Zbt9z0a95l
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Maxime Wabartha",
"Joelle Pineau"
] |
Piecewise Linear Parametrization of Policies: Towards Interpretable Deep Reinforcement Learning
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=ThwzmgEwm5
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Hangzhi Guo",
"Xinchang Xiong",
"Wenbo Zhang",
"Amulya Yadav"
] |
ReLax: An Efficient and Scalable Recourse Explanation Benchmarking Library using JAX
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=SCcOu4hJ97
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Tobias Leemann",
"Yao Rong",
"Thai-Trang Nguyen",
"Enkelejda Kasneci",
"Gjergji Kasneci"
] |
Caution to the Exemplars: On the Intriguing Effects of Example Choice on Human Trust in XAI
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=QPqL9xsYOf
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Adrián Tormos",
"Victor Abalos",
"Dmitry Gnatyshak",
"Sergio Alvarez-Napagao"
] |
Policy graphs in action: explaining single- and multi-agent behaviour using predicates
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=N5RmOXuTDo
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lennart Schulze",
"William Ho",
"Richard Zemel"
] |
ObEy: Quantifiable Object-based Explainability without Ground-Truth Annotations
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=Liw9vOCxe2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Natalia Martinez",
"Kanthi Sarpatwar",
"Sumanta Mukherjee",
"Roman Vaculin"
] |
Cost-aware counterfactuals for black box explanations
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=GL7RDOru1k
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Roy Jiang",
"Rafal Kocielnik",
"Adhithya Prakash Saravanan",
"Pengrui Han",
"R. Michael Alvarez",
"Anima Anandkumar"
] |
Empowering Domain Experts to Detect Social Bias in Generative AI with User-Friendly Interfaces
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=F6RPYDUIZr
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Naveen Raman",
"Mateo Espinosa Zarlenga",
"Juyeon Heo",
"Mateja Jamnik"
] |
Do Concept Bottleneck Models Obey Locality?
| null |
|||
Workshop/XAIA
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https://openreview.net/forum?id=ANrzX5KFAG
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poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Nishtha Madaan",
"Srikanta Bedathur"
] |
Diffusion-Guided Counterfactual Generation for Model Explainability
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=8BR8EaWNTZ
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/utahnlp/nlp-explanation-utility-guideline
|
[
"Fateme Hashemi Chaleshtori",
"Atreya Ghosal",
"Ana Marasovic"
] |
On Evaluating Explanation Utility for Human-AI Decision-Making in NLP
| 0 |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=81FSrQxgEv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sonia Laguna",
"Julian Heidenreich",
"Jiugeng Sun",
"Nilüfer Cetin",
"Ibrahim Al Hazwani",
"Udo Schlegel",
"Furui Cheng",
"Mennatallah El-Assady"
] |
ExpLIMEable: An exploratory framework for LIME
| null |
|||
Workshop/XAIA
|
https://openreview.net/forum?id=3oysFpd6Pq
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Soumya Ghosh",
"Prasanna Sattigeri",
"Inkit Padhi",
"Manish Nagireddy",
"Jie Chen"
] |
Influence Based Approaches to Algorithmic Fairness: A Closer Look
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=yqGoKziEvY
|
poster
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NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/vincentherrmann/rnn-weights-representation-learning
|
[
"Vincent Herrmann",
"Francesco Faccio",
"Jürgen Schmidhuber"
] |
Learning Useful Representations of Recurrent Neural Network Weight Matrices
| 6 |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=wIS0vop9R7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Victor Lecomte",
"Rylan Schaeffer",
"Berivan Isik",
"Mikail Khona",
"Yann LeCun",
"Sanmi Koyejo",
"Andrey Gromov",
"Ravid Shwartz-Ziv"
] |
An Information-Theoretic Understanding of Maximum Manifold Capacity Representations
| null |
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Workshop/NeurReps
|
https://openreview.net/forum?id=u7r2160QiP
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Neel Sortur",
"Linfeng Zhao",
"Robin Walters"
] |
Sample Efficient Modeling of Drag Coefficients for Satellites with Symmetry
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=rmdSVvC1Qk
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"John Vastola"
] |
Optimal packing of attractor states in neural representations
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=ql3u5ITQ5C
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Keith Murray"
] |
Grokking in recurrent networks with attractive and oscillatory dynamics
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=qMdWGydOli
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Vasco Portilheiro"
] |
Quantifying Lie Group Learning with Local Symmetry Error
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=fv0W1Yyg2v
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rahul Ramesh",
"Mikail Khona",
"Robert P. Dick",
"Hidenori Tanaka",
"Ekdeep Singh Lubana"
] |
How Capable Can a Transformer Become? A Study on Synthetic, Interpretable Tasks
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=fjLD4U1MP7
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Saumya Gupta",
"Xiaoling Hu",
"Chao Chen"
] |
Structure-wise Uncertainty for Curvilinear Image Segmentation
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=dq53F97iVv
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Moein Khajehnejad",
"Forough Habibollahi",
"Alon Loeffler",
"Brett Kagan",
"Adeel Razi"
] |
On Complex Network Dynamics of an In-Vitro Neuronal System during Rest and Gameplay
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=dZbqejZB2V
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Matteo Gamba",
"Arna Ghosh",
"Kumar Krishna Agrawal",
"Blake Aaron Richards",
"Hossein Azizpour",
"Mårten Björkman"
] |
On the Varied Faces of Overparameterization in Supervised and Self-Supervised Learning
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=d55JaRL9wh
|
oral
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Sékou-Oumar Kaba",
"Siamak Ravanbakhsh"
] |
Symmetry Breaking and Equivariant Neural Networks
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=c9u8tH1WA0
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Rishi Sonthalia",
"Anna Gilbert",
"Matthew Durham"
] |
RelWire: Metric Based Graph Rewiring
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=ZtAabWUPu3
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Yu He",
"Cristian Bodnar",
"Pietro Lio"
] |
Sheaf-based Positional Encodings for Graph Neural Networks
| null |
|||
Workshop/NeurReps
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https://openreview.net/forum?id=ZLjUgDeGIC
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Lei Zhou",
"Varun Belagali",
"Joseph Bae",
"Prateek Prasanna",
"Dimitris Samaras"
] |
INRFormer: Neuron Permutation Equivariant Transformer on Implicit Neural Representations
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=XGFy3oFu7h
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Ziming Liu",
"Mikail Khona",
"Ila Fiete",
"Max Tegmark"
] |
Growing Brains in Recurrent Neural Networks for Multiple Cognitive Tasks
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=UGJkxLNVGh
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/ethanlshen/hiernet
|
[
"Ethan Shen",
"Ali Farhadi",
"Aditya Kusupati"
] |
Are “Hierarchical” Visual Representations Hierarchical?
| 18 |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=TF2RcrcTP2
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Christian A Shewmake",
"Domas Buracas",
"Hansen Lillemark",
"Jinho Shin",
"Erik J Bekkers",
"Nina Miolane",
"Bruno Olshausen"
] |
Visual Scene Representation with Hierarchical Equivariant Sparse Coding
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=NWyf3wb330
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
| null |
[
"Zhiwei Han",
"Stefan Matthes",
"Hao Shen",
"Yuanting Liu"
] |
Symmetry-based Learning of Radiance Fields for Rigid Objects
| null |
|||
Workshop/NeurReps
|
https://openreview.net/forum?id=LQoejMxeiv
|
poster
|
NeurIPS2024
| null | null | null | null | null | null | null | null | null | null |
NaT
|
https://github.com/danielkelshaw/riemax
|
[
"Daniel Kelshaw",
"Luca Magri"
] |
Manifold-augmented Eikonal Equations: Geodesic Distances and Flows on Differentiable Manifolds.
| 13 |
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