Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ACCqGLviig
poster
2410.20444
Vector Quantization Prompting for Continual Learning
[ "Li Jiao", "Qiuxia Lai", "YU LI", "Qiang Xu" ]
[ "https://github.com/jiaolifengmi/vq-prompt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ABYdKpDb8p
poster
2409.09566
Learning Transferable Features for Implicit Neural Representations
[ "Kushal Vyas", "Ahmed Imtiaz Humayun", "Aniket Dashpute", "Richard Baraniuk", "Ashok Veeraraghavan", "Guha Balakrishnan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=AB6XpMzvqH
oral
2404.11018
Many-Shot In-Context Learning
[ "Rishabh Agarwal", "Avi Singh", "Lei M Zhang", "Bernd Bohnet", "Luis Rosias", "Stephanie C.Y. Chan", "Biao Zhang", "Ankesh Anand", "Zaheer Abbas", "Azade Nova", "John D Co-Reyes", "Eric Chu", "Feryal Behbahani", "Aleksandra Faust", "Hugo Larochelle" ]
https://huggingface.co/papers/2404.11018
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A969ouPqEs
oral
2410.22938
DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data
[ "Hanyang Chen", "Yang Jiang", "Shengnan Guo", "Xiaowei Mao", "Youfang Lin", "Huaiyu Wan" ]
[ "https://github.com/lokol5579/DiffLight-release" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A7wC1CTkYl
poster
Efficient Lifelong Model Evaluation in an Era of Rapid Progress
[ "Ameya Prabhu", "Vishaal Udandarao", "Philip Torr", "Matthias Bethge", "Adel Bibi", "Samuel Albanie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A5pabdZp2F
oral
2405.17419
MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities
[ "Hao Dong", "Yue Zhao", "Eleni Chatzi", "Olga Fink" ]
https://huggingface.co/papers/2405.17419
[ "https://github.com/donghao51/multiood" ]
[]
[]
[ "hdong51/MultiOOD" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A3jHvChR8K
poster
Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph
[ "Yang Xu", "Yifan Feng", "Jun Zhang", "Jun-Hai Yong", "Yue Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A3hxp0EeNW
poster
2406.17341
Generative Modelling of Structurally Constrained Graphs
[ "Manuel Madeira", "Clement Vignac", "Dorina Thanou", "Pascal Frossard" ]
[ "https://github.com/manuelmlmadeira/ConStruct" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A34sBX4R5N
poster
Optimal Transport-based Labor-free Text Prompt Modeling for Sketch Re-identification
[ "Rui Li", "Tingting Ren", "Jie Wen", "Jinxing Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A0cok1GK9c
poster
2408.00549
Learning to Embed Distributions via Maximum Kernel Entropy
[ "Oleksii Kachaiev", "Stefano Recanatesi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=A0HSmrwtLH
poster
Testing Semantic Importance via Betting
[ "Jacopo Teneggi", "Jeremias Sulam" ]
[ "https://github.com/Sulam-Group/IBYDMT" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9zQl27mqWE
poster
2405.17580
Mixed Dynamics In Linear Networks: Unifying the Lazy and Active Regimes
[ "Zhenfeng Tu", "Santiago Aranguri", "Arthur Jacot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9xoFciqYIU
poster
Attention boosted Individualized Regression
[ "Guang Yang", "Yuan Cao", "Long Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9wtlfRKwZS
poster
2410.23610
Global Convergence in Training Large-Scale Transformers
[ "Cheng Gao", "Yuan Cao", "Zihao Li", "Yihan He", "Mengdi Wang", "Han Liu", "Jason Matthew Klusowski", "Jianqing Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9vcqleAHPl
poster
2409.19720
FAST: A Dual-tier Few-Shot Learning Paradigm for Whole Slide Image Classification
[ "Kexue Fu", "xiaoyuan Luo", "Linhao Qu", "Shuo Wang", "Ying Xiong", "Ilias Maglogiannis", "Longxiang Gao", "Manning Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9utMGIbHBt
poster
2305.16269
UDPM: Upsampling Diffusion Probabilistic Models
[ "Shady Abu-Hussein", "Raja Giryes" ]
[ "https://github.com/shadyabh/udpm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9uolDxbYLm
poster
2405.05369
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory
[ "Pasan Dissanayake", "Sanghamitra Dutta" ]
[ "https://github.com/pasandissanayake/model-reconstruction-using-counterfactuals" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9uMJeCUeKk
poster
Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models
[ "Qingyuan Zeng", "Zhenzhong Wang", "Yiu-ming Cheung", "Min Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9uKeqtIoGZ
poster
2407.16355
Online Learning with Sublinear Best-Action Queries
[ "Matteo Russo", "Andrea Celli", "Riccardo Colini Baldeschi", "Federico Fusco", "Daniel Haimovich", "Dima Karamshuk", "Stefano Leonardi", "Niek Tax" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9sP4oejtjB
oral
Disentangling the Roles of Distinct Cell Classes with Cell-Type Dynamical Systems
[ "Aditi Jha", "Diksha Gupta", "Carlos D Brody", "Jonathan W. Pillow" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9m87e9Keq1
poster
2406.14532
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
[ "Amrith Setlur", "Saurabh Garg", "Xinyang Geng", "Naman Garg", "Virginia Smith", "Aviral Kumar" ]
https://huggingface.co/papers/2406.14532
[ "https://github.com/ars22/scaling-LLM-math-synthetic-data" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9lGJrkqJUw
poster
Score-based 3D molecule generation with neural fields
[ "Matthieu Kirchmeyer", "Pedro O. Pinheiro", "Saeed Saremi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9jgODkdH0F
poster
2405.13721
Connectivity Shapes Implicit Regularization in Matrix Factorization Models for Matrix Completion
[ "Zhiwei Bai", "Jiajie Zhao", "Yaoyu Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9hKN99RNdR
poster
2411.01396
Exploring the Edges of Latent State Clusters for Goal-Conditioned Reinforcement Learning
[ "Yuanlin Duan", "Guofeng Cui", "He Zhu" ]
[ "https://github.com/RU-Automated-Reasoning-Group/CE2" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9hCn01VAdC
poster
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
[ "Yicheng Luo", "Zhen Liu", "Linghao Wang", "Binquan Wu", "Junhao Zheng", "Qianli Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9f5tOXKoMC
poster
2411.03768
A Bayesian Approach to Data Point Selection
[ "Xinnuo Xu", "Minyoung Kim", "Royson Lee", "Brais Martinez", "Timothy Hospedales" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9cFyqhjEHC
poster
2406.09291
A Flexible, Equivariant Framework for Subgraph GNNs via Graph Products and Graph Coarsening
[ "Guy Bar-Shalom", "Yam Eitan", "Fabrizio Frasca", "Haggai Maron" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9c3IiAWeiN
poster
2410.15731
IPM-LSTM: A Learning-Based Interior Point Method for Solving Nonlinear Programs
[ "Xi Gao", "Jinxin Xiong", "Akang Wang", "Qihong Duan", "Jiang Xue", "Qingjiang Shi" ]
[ "https://github.com/NetSysOpt/IPM-LSTM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9bu627mTfs
oral
2405.13675
Context and Geometry Aware Voxel Transformer for Semantic Scene Completion
[ "Zhu Yu", "Runmin Zhang", "Jiacheng Ying", "Junchen Yu", "Xiaohai Hu", "Lun Luo", "Si-Yuan Cao", "Hui-liang Shen" ]
[ "https://github.com/pkqbajng/cgformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9Y8zUO11EQ
poster
2406.12952
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
[ "Niels Mündler", "Mark Niklas Mueller", "Jingxuan He", "Martin Vechev" ]
https://huggingface.co/papers/2406.12952
[ "https://github.com/logic-star-ai/swt-bench" ]
[]
[]
[ "nmuendler/SWT-bench_Lite_bm25_27k_zsb", "nmuendler/SWT-bench_Lite_bm25_27k_zsp", "nmuendler/SWT-bench_bm25_27k_zsb", "nmuendler/SWT-bench_bm25_27k_zsp" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9XDYEEBRV6
poster
2406.00300
Coded Computing for Resilient Distributed Computing: A Learning-Theoretic Framework
[ "Parsa Moradi", "Behrooz Tahmasebi", "Mohammad Ali Maddah-Ali" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9VnevS2YoR
poster
Vision Mamba Mender
[ "Jiacong Hu", "Anda Cao", "Zunlei Feng", "Shengxuming Zhang", "Yi Wang", "Lingxiang Jia", "Mingli Song" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9VbGjXLzig
poster
2404.04125
No "Zero-Shot" Without Exponential Data: Pretraining Concept Frequency Determines Multimodal Model Performance
[ "Vishaal Udandarao", "Ameya Prabhu", "Adhiraj Ghosh", "Yash Sharma", "Philip Torr", "Adel Bibi", "Samuel Albanie", "Matthias Bethge" ]
https://huggingface.co/papers/2404.04125
[ "https://github.com/bethgelab/frequency_determines_performance" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9U0nLnNMJ7
poster
2407.14679
Compact Language Models via Pruning and Knowledge Distillation
[ "Saurav Muralidharan", "Sharath Turuvekere Sreenivas", "Raviraj Bhuminand Joshi", "Marcin Chochowski", "Mostofa Patwary", "Mohammad Shoeybi", "Bryan Catanzaro", "Jan Kautz", "Pavlo Molchanov" ]
https://huggingface.co/papers/2407.14679
[ "https://github.com/nvlabs/minitron" ]
[ "nvidia/minitron", "Tonic/Nemo-Mistral-Minitron", "Tonic/Minitron", "datacipen/eventia", "sikkha/nvidia-Mistral-NeMo-Minitron-8B-Base", "DexterSptizu/nvidia-Minitron-4B-Base", "Roberta2024/Nvidia_RAG_pdf", "Spencer525/PDF8BRAG", "YU-XI/Nvidia_RAG_PDF_V1_20240826", "Sam1010/nvidia-Mistral-NeMo-Minitron-8B-Base", "Spencer525/Tea8BPDf", "sidcww/RAGpdf_Nvidia", "Roberta2024/Multidata0828", "sidcww/0828Multidata", "Spencer525/mul8BgemPF", "JERNGOC/Multimodal_R-A-G_NA_GE_GR-1", "Roberta2024/optimizaitonMultimodaldata", "Spencer525/TeMM8Bpdf", "sidcww/RAFX-1", "JERNGOC/Multimodal_R-A-G_NA_GE_GR-2", "Spencer525/nou27MM", "CyberScripter/Mach-ai", "epassos/nvidia-Mistral-NeMo-Minitron-8B-Base", "JaineDev/Jainespace3", "Rooobert/Nvidia_RAG_pdf_R" ]
[ "nvidia/Llama-3.1-Minitron-4B-Width-Base", "nvidia/Mistral-NeMo-Minitron-8B-Base", "nvidia/Nemotron-Mini-4B-Instruct", "nvidia/Minitron-4B-Base", "nvidia/Minitron-8B-Base", "nvidia/Mistral-NeMo-Minitron-8B-Instruct", "nvidia/Llama-3.1-Minitron-4B-Depth-Base", "QuantFactory/Mistral-NeMo-Minitron-8B-Base-GGUF", "QuantFactory/Mistral-NeMo-Minitron-8B-Instruct-GGUF", "mgoin/Minitron-8B-Base-FP8", "ThomasBaruzier/Llama-3.1-Minitron-4B-Width-Base-GGUF", "abiks/Nemotron-Mini-4B-Instruct-GGUF-Q8", "mgoin/Nemotron-4-340B-Base-hf-FP8", "QuantFactory/Nemotron-Mini-4B-Instruct-GGUF", "mgoin/Nemotron-4-340B-Base-hf", "IntervitensInc/Llama-3.1-Minitron-4B-Width-Base-chatml", "QuantFactory/Llama-3.1-Minitron-4B-Depth-Base-GGUF", "RichardErkhov/nvidia_-_Mistral-NeMo-Minitron-8B-Base-gguf", "QuantFactory/Llama-3.1-Minitron-4B-Width-Base-GGUF", "QuantFactory/Minitron-4B-Base-GGUF", "QuantFactory/Minitron-8B-Base-GGUF", "mylesgoose/Llama-3.1-Minitron-4B-Width-Base", "mav23/Mistral-NeMo-Minitron-8B-Instruct-GGUF", "denkijin/Llama-3.1-Minitron-4B-Width-Base", "TitanML/Mistral-NeMo-Minitron-8B-Base", "lucyknada/nvidia_Mistral-NeMo-Minitron-8B-Instruct-v3-exl2", "mav23/Mistral-NeMo-Minitron-8B-Base-GGUF" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9SpWvX9ykp
poster
2405.15383
Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search
[ "Nicola Dainese", "Matteo Merler", "Minttu Alakuijala", "Pekka Marttinen" ]
[ "https://github.com/nicoladainese96/code-world-models" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9SghPrjYU1
poster
2403.09621
Minimax Optimal and Computationally Efficient Algorithms for Distributionally Robust Offline Reinforcement Learning
[ "Zhishuai Liu", "Pan Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9Q9UiAyV40
poster
2405.18240
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution
[ "Wenzhuo Liu", "Fei Zhu", "Shijie Ma", "Cheng-Lin Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9Pa6cCB3gL
poster
UMB: Understanding Model Behavior for Open-World Object Detection
[ "Xing Xi", "Yangyang Huang", "Zhijie Zhong", "Ronghua Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9OHXQybMZB
poster
2406.18777
Aligning Model Properties via Conformal Risk Control
[ "William Overman", "Jacqueline Jil Vallon", "Mohsen Bayati" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9O2sVnEHor
oral
2403.13749
Weisfeiler and Leman Go Loopy: A New Hierarchy for Graph Representational Learning
[ "Raffaele Paolino", "Sohir Maskey", "Pascal Welke", "Gitta Kutyniok" ]
[ "https://github.com/rpaolino/loopy" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9Nsa4lVZeD
poster
Stability and Generalization of Adversarial Training for Shallow Neural Networks with Smooth Activation
[ "Kaibo Zhang", "Yunjuan Wang", "Raman Arora" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9Jmt1eER9P
oral
2411.02573
Optimization Algorithm Design via Electric Circuits
[ "Stephen P. Boyd", "Tetiana Parshakova", "Ernest K. Ryu", "Jaewook J. Suh" ]
[ "https://github.com/cvxgrp/optimization_via_circuits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9JFSJitKC0
poster
2405.18698
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
[ "Dohyeong Kim", "Taehyun Cho", "Seungyub Han", "Hojun Chung", "Kyungjae Lee", "Songhwai Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9GhSOp1LYH
poster
2408.15205
Leveraging Hallucinations to Reduce Manual Prompt Dependency in Promptable Segmentation
[ "Jian Hu", "Jiayi Lin", "Junchi Yan", "Shaogang Gong" ]
https://huggingface.co/papers/2408.15205
[ "https://github.com/lwpyh/ProMaC_code" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9FYat8HPpv
oral
2403.09486
SpikeReveal: Unlocking Temporal Sequences from Real Blurry Inputs with Spike Streams
[ "Kang Chen", "Shiyan Chen", "Jiyuan Zhang", "Baoyue Zhang", "Yajing Zheng", "Tiejun Huang", "Zhaofei Yu" ]
[ "https://github.com/chenkang455/s-sdm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9CMOrofB75
poster
2406.12839
Evaluating the design space of diffusion-based generative models
[ "Yuqing Wang", "Ye He", "Molei Tao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9B6J64eTp4
poster
2406.16623
Articulate your NeRF: Unsupervised articulated object modeling via conditional view synthesis
[ "Jianning Deng", "Kartic Subr", "Hakan Bilen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9B0iOkn3UP
poster
2402.07426
Computational Aspects of Bayesian Persuasion under Approximate Best Response
[ "Kunhe Yang", "Hanrui Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=99y2EfLe3B
poster
2406.05983
Separate and Reconstruct: Asymmetric Encoder-Decoder for Speech Separation
[ "Ui-Hyeop Shin", "Sangyoun Lee", "Taehan Kim", "Hyung-Min Park" ]
[ "https://github.com/dmlguq456/SepReformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=99rOAM7Jfm
poster
2406.08569
Noise-Aware Differentially Private Regression via Meta-Learning
[ "Ossi Räisä", "Stratis Markou", "Matthew Ashman", "Wessel P Bruinsma", "Marlon Tobaben", "Antti Honkela", "Richard E. Turner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=97OvPgmjRN
poster
2410.23753
Enhancing Chess Reinforcement Learning with Graph Representation
[ "Tomas Rigaux", "Hisashi Kashima" ]
[ "https://github.com/akulen/alphagateau" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=974ojuN0jU
poster
2411.06225
RandNet-Parareal: a time-parallel PDE solver using Random Neural Networks
[ "Guglielmo Gattiglio", "Lyudmila Grigoryeva", "Massimiliano Tamborrino" ]
[ "https://github.com/Parallel-in-Time-Differential-Equations/RandNet-Parareal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=96gXvFYWSE
poster
2404.16188
Pearls from Pebbles: Improved Confidence Functions for Auto-labeling
[ "Harit Vishwakarma", "Yi Chen", "Sui Jiet Tay", "Satya Sai Srinath Namburi GNVV", "Frederic Sala", "Ramya Korlakai Vinayak" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=9622QfVSAb
poster
2405.16700
Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs
[ "Mustafa Shukor", "Matthieu Cord" ]
https://huggingface.co/papers/2405.16700
[ "https://github.com/mshukor/ima-lmms" ]
[]
[ "mshukor/IMA-DePALM" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=95VyH4VxN9
poster
2405.19687
Autonomous Driving with Spiking Neural Networks
[ "Rui-Jie Zhu", "Ziqing Wang", "Leilani H. Gilpin", "Jason Eshraghian" ]
https://huggingface.co/papers/2405.19687
[ "https://github.com/ridgerchu/sad" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=93ktalFvnJ
poster
Boosting Alignment for Post-Unlearning Text-to-Image Generative Models
[ "Myeongseob Ko", "Henry Li", "Zhun Wang", "Jonathan Patsenker", "Jiachen T. Wang", "Qinbin Li", "Ming Jin", "Dawn Song", "Ruoxi Jia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=93gz2lmFtm
poster
2405.15688
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes
[ "Ted Lentsch", "Holger Caesar", "Dariu Gavrila" ]
[ "https://github.com/tedlentsch/union" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=93HCE8vTye
poster
2406.04267
Transformers need glasses! Information over-squashing in language tasks
[ "Federico Barbero", "Andrea Banino", "Steven Kapturowski", "Dharshan Kumaran", "João Guilherme Madeira Araújo", "Alex Vitvitskyi", "Razvan Pascanu", "Petar Veličković" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=938EYYewtq
poster
Global Distortions from Local Rewards: Neural Coding Strategies in Path-Integrating Neural Systems
[ "Francisco Acosta", "Fatih Dinc", "William T Redman", "Manu Madhav", "David Klindt", "Nina Miolane" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=92vVuJVLVW
poster
Cluster-Learngene: Inheriting Adaptive Clusters for Vision Transformers
[ "Qiufeng Wang", "Xu Yang", "Fu Feng", "Jing wang", "Xin Geng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=90IpKvVdXd
poster
2402.07453
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
[ "Yuval Filmus", "Steve Hanneke", "Idan Mehalel", "Shay Moran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8zg9sO4ttV
poster
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
[ "Erik Jenner", "Shreyas Kapur", "Vasil Georgiev", "Cameron Allen", "Scott Emmons", "Stuart Russell" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8z4isrqbcf
poster
2405.20279
CV-VAE: A Compatible Video VAE for Latent Generative Video Models
[ "Sijie Zhao", "Yong Zhang", "Xiaodong Cun", "Shaoshu Yang", "Muyao Niu", "Xiaoyu Li", "Wenbo Hu", "Ying Shan" ]
[ "https://github.com/ailab-cvc/cv-vae" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8x48XFLvyd
poster
Globally Convergent Variational Inference
[ "Declan McNamara", "Jackson Loper", "Jeffrey Regier" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8wvH0RZPsG
poster
Conformalized Multiple Testing after Data-dependent Selection
[ "Xiaoning Wang", "Yuyang Huo", "Liuhua Peng", "Changliang Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8vCs5U9Hbt
poster
2404.06486
GO4Align: Group Optimization for Multi-Task Alignment
[ "Jiayi Shen", "Cheems Wang", "Zehao Xiao", "Nanne Van Noord", "Marcel Worring" ]
[ "https://github.com/autumn9999/go4align" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8ugOlbjJpp
poster
2411.05198
Private Algorithms for Stochastic Saddle Points and Variational Inequalities: Beyond Euclidean Geometry
[ "Raef Bassily", "Cristóbal A Guzmán", "Michael Menart" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8tOYl6WsGY
poster
2410.15430
BoostAdapter: Improving Vision-Language Test-Time Adaptation via Regional Bootstrapping
[ "Taolin Zhang", "Jinpeng Wang", "Hang Guo", "Tao Dai", "Bin Chen", "Shu-Tao Xia" ]
[ "https://github.com/taolinzhang/boostadapter" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8rcFOqEud5
poster
2406.03816
ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
[ "Dan Zhang", "Sining Zhoubian", "Ziniu Hu", "Yisong Yue", "Yuxiao Dong", "Jie Tang" ]
https://huggingface.co/papers/2406.03816
[ "https://github.com/THUDM/ReST-MCTS" ]
[]
[]
[ "rawsh/magpie-ultra-v0.1-PRM-data-base" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8qu52Fl1Dt
oral
2410.19452
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
[ "Zixuan Gong", "Guangyin Bao", "Qi Zhang", "Zhongwei Wan", "Duoqian Miao", "Shoujin Wang", "Lei Zhu", "Changwei Wang", "Rongtao Xu", "Liang Hu", "Ke Liu", "Yu Zhang" ]
[ "https://github.com/gongzix/neuroclips" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8qEkjSEdls
poster
Off-policy estimation with adaptively collected data: the power of online learning
[ "Jeonghwan Lee", "Cong Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8puv3c9CPg
poster
2406.15955
Beyond the Doors of Perception: Vision Transformers Represent Relations Between Objects
[ "Michael A. Lepori", "Alexa R. Tartaglini", "Wai Keen Vong", "Thomas Serre", "Brenden Lake", "Ellie Pavlick" ]
[ "https://github.com/alexatartaglini/relational-circuits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8pRemr5kEi
poster
2406.05658
Visual Prompt Tuning in Null Space for Continual Learning
[ "Yue Lu", "Shizhou Zhang", "De Cheng", "Yinghui Xing", "Nannan Wang", "PENG WANG", "Yanning Zhang" ]
[ "https://github.com/zugexiaodui/vptinnsforcl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8on9dIUh5v
oral
2410.23672
Provable Benefit of Cutout and CutMix for Feature Learning
[ "Junsoo Oh", "Chulhee Yun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8ohsbxw7q8
poster
2402.16302
Graph Diffusion Policy Optimization
[ "Yijing Liu", "Chao Du", "Tianyu Pang", "Chongxuan Li", "Min Lin", "Wei Chen" ]
[ "https://github.com/sail-sg/gdpo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8oSY3rA9jY
oral
2406.16778
Finding Transformer Circuits With Edge Pruning
[ "Adithya Bhaskar", "Alexander Wettig", "Dan Friedman", "Danqi Chen" ]
[ "https://github.com/princeton-nlp/edge-pruning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8moTQjfqAV
poster
2411.03604
Temporal-Difference Learning Using Distributed Error Signals
[ "Jonas Guan", "Shon Eduard Verch", "Claas A Voelcker", "Ethan C Jackson", "Nicolas Papernot", "William A Cunningham" ]
[ "https://github.com/social-ai-uoft/ad-paper" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8mZc259r8X
poster
2405.13992
Learning Cut Generating Functions for Integer Programming
[ "Hongyu Cheng", "Amitabh Basu" ]
[ "https://github.com/hongyu-cheng/learncgf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8lcW9ltJx9
poster
Any2Policy: Learning Visuomotor Policy with Any-Modality
[ "Yichen Zhu", "Zhicai Ou", "Feifei Feng", "Jian Tang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8koaqRdRYH
poster
Improving Neural Network Surface Processing with Principal Curvatures
[ "Josquin Harrison", "James Benn", "Maxime Sermesant" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8jyCRGXOr5
poster
2402.03994
Efficient Sketches for Training Data Attribution and Studying the Loss Landscape
[ "Andrea Schioppa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8jpSenKvoS
poster
Fast Channel Simulation via Error-Correcting Codes
[ "Sharang M. Sriramu", "Rochelle Barsz", "Elizabeth Polito", "Aaron B. Wagner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8jB6sGqvgQ
oral
2405.15589
Efficient Adversarial Training in LLMs with Continuous Attacks
[ "Sophie Xhonneux", "Alessandro Sordoni", "Stephan Günnemann", "Gauthier Gidel", "Leo Schwinn" ]
https://huggingface.co/papers/2405.15589
[ "https://github.com/sophie-xhonneux/continuous-advtrain" ]
[]
[ "ContinuousAT/Zephyr-CAT", "ContinuousAT/Phi-CAT", "ContinuousAT/Phi-CAPO" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8iytZCnXIu
oral
BricksRL: A Platform for Democratizing Robotics and Reinforcement Learning Research and Education with LEGO
[ "Sebastian Dittert", "Vincent Moens", "Gianni De Fabritiis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8ihVBYpMV4
poster
2410.20936
Autoformalize Mathematical Statements by Symbolic Equivalence and Semantic Consistency
[ "Zenan Li", "Yifan Wu", "Zhaoyu Li", "Xinming Wei", "Xian Zhang", "Fan Yang", "Xiaoxing Ma" ]
[ "https://github.com/miracle-messi/isa-autoformal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8iPobEKUUA
poster
2406.02832
Efficient Minimum Bayes Risk Decoding using Low-Rank Matrix Completion Algorithms
[ "Firas Trabelsi", "David Vilar", "Mara Finkelstein", "Markus Freitag" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8i6px5W1Rf
poster
2306.09377
Evaluating alignment between humans and neural network representations in image-based learning tasks
[ "Can Demircan", "Tankred Saanum", "Leonardo Pettini", "Marcel Binz", "Blazej M Baczkowski", "Christian F. Doeller", "Mona M. Garvert", "Eric Schulz" ]
[ "https://github.com/candemircan/naturalcogsci" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8hBc843g1p
poster
2405.20778
Improved Generation of Adversarial Examples Against Safety-aligned LLMs
[ "Qizhang Li", "Yiwen Guo", "Wangmeng Zuo", "Hao Chen" ]
[ "https://github.com/qizhangli/Gradient-based-Jailbreak-Attacks" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8abNCVJs2j
poster
2409.09099
S-STE: Continuous Pruning Function for Efficient 2:4 Sparse Pre-training
[ "Yuezhou Hu", "Jun Zhu", "Jianfei Chen" ]
[ "https://github.com/huyz2023/2by4-pretrain" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8aAaYEwNR4
poster
EAI: Emotional Decision-Making of LLMs in Strategic Games and Ethical Dilemmas
[ "Mikhail Mozikov", "Nikita Severin", "Valeria Bodishtianu", "Maria Glushanina", "Ivan Nasonov", "Daniil Orekhov", "Vladislav Pekhotin", "Ivan Makovetskiy", "Mikhail Baklashkin", "Vasily Lavrentyev", "Akim Tsvigun", "Denis Turdakov", "Tatiana Shavrina", "Andrey Savchenko", "Ilya Makarov" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8aA3DHLK5h
oral
2403.04680
Extensive-Form Game Solving via Blackwell Approachability on Treeplexes
[ "Darshan Chakrabarti", "Julien Grand-Clément", "Christian Kroer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8ZLL6mu2qC
poster
Optimal and Approximate Adaptive Stochastic Quantization
[ "Ran Ben-Basat", "Yaniv Ben-Itzhak", "Michael Mitzenmacher", "shay vargaftik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8XoWofmZkI
poster
2402.17089
Learnability of high-dimensional targets by two-parameter models and gradient flow
[ "Dmitry Yarotsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8W5ADJOKcv
poster
2411.10889
Neuc-MDS: Non-Euclidean Multidimensional Scaling Through Bilinear Forms
[ "Chengyuan Deng", "Jie Gao", "Kevin Lu", "Feng Luo", "Hongbin Sun", "Cheng Xin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8VKxTlnejE
poster
2404.06564
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection
[ "Haoyang He", "Yuhu Bai", "Jiangning Zhang", "Qingdong He", "Hongxu Chen", "Zhenye Gan", "Chengjie Wang", "Xiangtai Li", "Guanzhong Tian", "Lei Xie" ]
[ "https://github.com/lewandofskee/mambaad" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8Uyfr5TcNR
poster
Robust Reinforcement Learning with General Utility
[ "Ziyi Chen", "Yan Wen", "Zhengmian Hu", "Heng Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8UqyWNsnyA
poster
An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling
[ "Shenbao Yu", "Yinghui Pan", "Yifeng Zeng", "Prashant Doshi", "Guoquan Liu", "Kim-Leng Poh", "Mingwei Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8PWvdaRQAu
poster
2411.01053
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities
[ "Adriel Saporta", "Aahlad Manas Puli", "Mark Goldstein", "Rajesh Ranganath" ]
https://huggingface.co/papers/2411.01053
[ "https://github.com/rajesh-lab/symile" ]
[]
[]
[ "arsaporta/symile-m3" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8Ofbg2KYMu
poster
2403.04690
Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level
[ "Ali Hassani", "Wen-mei Hwu", "Humphrey Shi" ]
https://huggingface.co/papers/2403.04690
[ "https://github.com/shi-labs/natten" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=8LbJfEjIrT
poster
2411.02661
Pricing and Competition for Generative AI
[ "Rafid Mahmood" ]
[ "" ]
[]
[]
[]
NeurIPS2024