Datasets:
IAMJB
/
paper_conference_aggregate

Dataset card Data Studio Files
xet
Community
1
id
stringlengths
4
45
proceedings
stringlengths
38
198
type
stringclasses
18 values
arxiv_id
stringlengths
0
10
title
stringlengths
10
207
authors
listlengths
1
125
⌀
paper_page
stringlengths
0
40
GitHub
listlengths
0
3
Spaces
listlengths
0
100
Models
listlengths
0
100
Datasets
listlengths
0
100
project_page
stringclasses
201 values
conference_name
stringclasses
16 values
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xcF2VbyZts
poster
2410.21411
SocialGPT: Prompting LLMs for Social Relation Reasoning via Greedy Segment Optimization
[ "Wanhua Li", "Zibin Meng", "Jiawei Zhou", "Donglai Wei", "Chuang Gan", "Hanspeter Pfister" ]
https://huggingface.co/papers/2410.21411
[ "https://github.com/mengzibin/socialgpt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xbuaSTqAEz
poster
2411.03978
Customized Multiple Clustering via Multi-Modal Subspace Proxy Learning
[ "Jiawei Yao", "Qi Qian", "Juhua Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xavWvnJTST
poster
Feedback control guides credit assignment in recurrent neural networks
[ "Klara Kaleb", "Barbara Feulner", "Juan A. Gallego", "Claudia Clopath" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xaqPAkJnAS
poster
2409.17386
Beyond Redundancy: Information-aware Unsupervised Multiplex Graph Structure Learning
[ "Zhixiang Shen", "Shuo Wang", "zhao kang" ]
[ "https://github.com/zxlearningdeep/infomgf" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xabStWAUtr
oral
2409.14057
Co-occurrence is not Factual Association in Language Models
[ "Xiao Zhang", "Miao Li", "Ji Wu" ]
[ "https://github.com/amounts-tidings/fact_learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xZxXNhndXU
oral
2406.03175
Dynamic 3D Gaussian Fields for Urban Areas
[ "Tobias Fischer", "Jonas Kulhanek", "Samuel Rota Bulò", "Lorenzo Porzi", "Marc Pollefeys", "Peter Kontschieder" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xZKXGvLB0c
poster
Causal vs. Anticausal merging of predictors
[ "Sergio Hernan Garrido Mejia", "Patrick Blöbaum", "Bernhard Schölkopf", "Dominik Janzing" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xXRnUU7xTL
poster
2410.24198
SelfCodeAlign: Self-Alignment for Code Generation
[ "Yuxiang Wei", "Federico Cassano", "Jiawei Liu", "Yifeng Ding", "Naman Jain", "Zachary Mueller", "Harm de Vries", "Leandro Von Werra", "Arjun Guha", "LINGMING ZHANG" ]
https://huggingface.co/papers/2410.24198
[ "https://github.com/bigcode-project/selfcodealign" ]
[ "NiansuhAI/Main", "srinuksv/Main" ]
[ "bigcode/starcoder2-15b-instruct-v0.1" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xW6ga9i4eA
poster
pFedClub: Controllable Heterogeneous Model Aggregation for Personalized Federated Learning
[ "Jiaqi Wang", "Qi Li", "Lingjuan Lyu", "Fenglong Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xUoNgR1Byy
poster
2310.08164
Interpreting Learned Feedback Patterns in Large Language Models
[ "Luke Marks", "Amir Abdullah", "Clement Neo", "Rauno Arike", "David Krueger", "Philip Torr", "Fazl Barez" ]
https://huggingface.co/papers/2310.08164
[ "https://github.com/apartresearch/interpreting-reward-models" ]
[]
[ "amirabdullah19852020/pythia-70m_utility_reward", "amirabdullah19852020/pythia-160m_utility_reward", "amirabdullah19852020/pythia-70m_sentiment_reward", "amirabdullah19852020/pythia-160m_sentiment_reward", "amirabdullah19852020/gpt-neo-125m_sentiment_reward", "amirabdullah19852020/gpt-neo-125m_utility_reward" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xUjBZR6b1T
poster
2405.13865
ReVideo: Remake a Video with Motion and Content Control
[ "Chong Mou", "Mingdeng Cao", "Xintao Wang", "Zhaoyang Zhang", "Ying Shan", "Jian Zhang" ]
https://huggingface.co/papers/2405.13865
[ "" ]
[]
[ "Adapter/ReVideo" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xSziO6gQgG
poster
2402.18551
Implicit Optimization Bias of Next-token Prediction in Linear Models
[ "Christos Thrampoulidis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xSU27DgWEr
poster
On f-Divergence Principled Domain Adaptation: An Improved Framework
[ "Ziqiao Wang", "Yongyi Mao" ]
[ "https://github.com/ziqiaowanggeothe/f-dd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xRdpCOdghl
poster
2409.11653
Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection
[ "Qian Shao", "Jiangrui Kang", "Qiyuan Chen", "Zepeng Li", "Hongxia Xu", "Yiwen Cao", "JIAJUAN LIANG", "Jian Wu" ]
[ "https://github.com/yanhuiailab/rdss" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xRQxan3WkM
poster
2406.10650
The Implicit Bias of Adam on Separable Data
[ "Chenyang Zhang", "Difan Zou", "Yuan Cao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xQWJBeK5rh
poster
Structural Inference of Dynamical Systems with Conjoined State Space Models
[ "Aoran Wang", "Jun Pang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xOCAURlVM9
poster
Assembly Fuzzy Representation on Hypergraph for Open-Set 3D Object Retrieval
[ "Yang Xu", "Yifan Feng", "Jun Zhang", "Jun-Hai Yong", "Yue Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xO9GHdmK76
poster
2405.13972
Infinite-Dimensional Feature Interaction
[ "Chenhui Xu", "Fuxun Yu", "Maoliang Li", "Zihao Zheng", "Zirui Xu", "Jinjun Xiong", "Xiang Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xNncVKbwwS
poster
Universal Online Convex Optimization with 1 Projection per Round
[ "Wenhao Yang", "Yibo Wang", "Peng Zhao", "Lijun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xNlQjS0dtO
poster
2402.18540
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates
[ "Kaifeng Lyu", "Haoyu Zhao", "Xinran Gu", "Dingli Yu", "Anirudh Goyal", "Sanjeev Arora" ]
https://huggingface.co/papers/2402.18540
[ "https://github.com/vfleaking/ptst" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xNZEjFe0mh
poster
2410.06369
Communication-Efficient Federated Group Distributionally Robust Optimization
[ "Zhishuai Guo", "Tianbao Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xM5m7J6Lbl
poster
Can an AI Agent Safely Run a Government? Existence of Probably Approximately Aligned Policies
[ "Frédéric Berdoz", "Roger Wattenhofer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xL7Ve14AHA
poster
2403.14398
Regularized Adaptive Momentum Dual Averaging with an Efficient Inexact Subproblem Solver for Training Structured Neural Network
[ "Zih-Syuan Huang", "Ching-pei Lee" ]
[ "https://github.com/ismoptgroup/ramda_exp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xImeJtdUiw
poster
2406.14150
Multi-modal Transfer Learning between Biological Foundation Models
[ "Juan Jose Garau-Luis", "Patrick Philippe Bordes", "Liam Gonzalez", "Maša Roller", "Bernardo P de Almeida", "Christopher F. Blum", "Lorenz Hexemer", "Stefan Laurent", "Maren Lang", "Thomas PIERROT", "Guillaume Richard" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xDrKZOZEOc
poster
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization
[ "Yang Li", "Jinpei Guo", "Runzhong Wang", "Hongyuan Zha", "Junchi Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xCUXJqQySD
poster
2403.00177
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
[ "Keying Kuang", "Frances Dean", "Jack B. Jedlicki", "David Ouyang", "Anthony Philippakis", "David Sontag", "Ahmed Alaa" ]
https://huggingface.co/papers/2403.00177
[ "https://github.com/alaalab/cardiopinn" ]
[ "alaa-lab/Med-Real2Sim" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=xCIbVuXwPM
poster
Trading off Consistency and Dimensionality of Convex Surrogates for Multiclass Classification
[ "Enrique Nueve", "Dhamma Kimpara", "Bo Waggoner", "Jessica Finocchiaro" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x9eFgahVBI
poster
2406.00131
From Unstructured Data to In-Context Learning: Exploring What Tasks Can Be Learned and When
[ "Kevin Christian Wibisono", "Yixin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x7usmidzxj
poster
2402.03982
On Convergence of Adam for Stochastic Optimization under Relaxed Assumptions
[ "Yusu Hong", "Junhong Lin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x7pjdDod6Z
oral
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model
[ "Minghua Liu", "Chong Zeng", "Xinyue Wei", "Ruoxi Shi", "Linghao Chen", "Chao Xu", "Mengqi Zhang", "Zhaoning Wang", "Xiaoshuai Zhang", "Isabella Liu", "Hongzhi Wu", "Hao Su" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x7AD0343Jz
poster
2402.05785
Limits of Transformer Language Models on Learning to Compose Algorithms
[ "Jonathan Thomm", "Giacomo Camposampiero", "Aleksandar Terzic", "Michael Hersche", "Bernhard Schölkopf", "Abbas Rahimi" ]
[ "https://github.com/ibm/limitations-lm-algorithmic-compositional-learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x69O84Df2G
poster
Multi-Reward Best Policy Identification
[ "Alessio Russo", "Filippo Vannella" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x4Kk4FxLs3
poster
2402.03687
Pard: Permutation-Invariant Autoregressive Diffusion for Graph Generation
[ "Lingxiao Zhao", "Xueying Ding", "Leman Akoglu" ]
https://huggingface.co/papers/2402.03687
[ "https://github.com/lingxiaoshawn/pard" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x4HMnqs6IE
poster
ID^3: Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition
[ "Jianqing Xu", "Shen Li", "Jiaying Wu", "Miao Xiong", "Ailin Deng", "Jiazhen Ji", "Yuge Huang", "Guodong Mu", "Wenjie Feng", "Shouhong Ding", "Bryan Hooi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x4EoTQW7ka
poster
2402.17812
DropBP: Accelerating Fine-Tuning of Large Language Models by Dropping Backward Propagation
[ "Sunghyeon Woo", "Baeseong park", "Byeongwook Kim", "Minjung Jo", "Se Jung Kwon", "Dongsuk Jeon", "Dongsoo Lee" ]
[ "https://github.com/woosunghyeon/dropbp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x33oWJQyH0
poster
2406.07284
Unsupervised Object Detection with Theoretical Guarantees
[ "Marian Longa", "Joao F. Henriques" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x2zY4hZcmg
poster
2405.13863
Dynamic Model Predictive Shielding for Provably Safe Reinforcement Learning
[ "Arko Banerjee", "Kia Rahmani", "Joydeep Biswas", "Isil Dillig" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=x2780VcMOI
poster
A Polar coordinate system represents syntax in large language models
[ "Pablo J. Diego Simon", "Stéphane d'Ascoli", "Emmanuel Chemla", "Yair Lakretz", "Jean-Remi King" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wzof7Y66xs
poster
2405.11533
Hierarchical Selective Classification
[ "Shani Goren", "Ido Galil", "Ran El-Yaniv" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wz2KvvEk44
poster
2410.10834
Focus On What Matters: Separated Models For Visual-Based RL Generalization
[ "Di Zhang", "Bowen Lv", "Hai Zhang", "Feifan Yang", "Junqiao Zhao", "Hang Yu", "Chang Huang", "Hongtu Zhou", "Chen Ye", "changjun jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wyYsCI3K7U
poster
2410.18926
LoRANN: Low-Rank Matrix Factorization for Approximate Nearest Neighbor Search
[ "Elias Jääsaari", "Ville Hyvönen", "Teemu Roos" ]
[ "https://github.com/ejaasaari/lorann-experiments" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ww62xltEfB
poster
2404.09821
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness
[ "Yuri Kinoshita", "Taro Toyoizumi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wvQHQgnpGN
poster
Solving Zero-Sum Markov Games with Continous State via Spectral Dynamic Embedding
[ "Chenhao Zhou", "Zebang Shen", "Chao Zhang", "Hanbin Zhao", "Hui Qian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wsqDJHPUHN
poster
On the Ability of Developers' Training Data Preservation of Learnware
[ "Hao-Yi Lei", "Zhi-Hao Tan", "Zhi-Hua Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wsHMb4J2o9
poster
2311.18718
The Feature Speed Formula: a flexible approach to scale hyper-parameters of deep neural networks
[ "Lénaïc Chizat", "Praneeth Netrapalli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wsGzvhnoaX
poster
2410.16189
Quantum Algorithms for Non-smooth Non-convex Optimization
[ "Chengchang Liu", "Chaowen Guan", "Jianhao He", "John C.S. Lui" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wqs2RMq4CW
poster
2410.07533
Corruption-Robust Linear Bandits: Minimax Optimality and Gap-Dependent Misspecification
[ "Haolin Liu", "Artin Tajdini", "Andrew Wagenmaker", "Chen-Yu Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wqLC4G1GN3
poster
Solving Inverse Problems via Diffusion Optimal Control
[ "Henry Li", "Marcus Aloysius Pereira" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wpGJ2AX6SZ
oral
2402.00793
Human Expertise in Algorithmic Prediction
[ "Rohan Alur", "Manish Raghavan", "Devavrat Shah" ]
[ "https://github.com/ralur/heap-repl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=woRFmNJiLp
poster
Alignment at Pre-training! Towards Native Alignment for Arabic LLMs
[ "Juhao Liang", "Zhenyang Cai", "Jianqing Zhu", "Huang Huang", "Kewei Zong", "Bang An", "Mosen Alharthi", "Juncai He", "Lian Zhang", "Haizhou Li", "Benyou Wang", "Jinchao Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=woENr7FJaI
poster
2405.11165
Automated Multi-level Preference for MLLMs
[ "Mengxi Zhang", "Wenhao Wu", "Yu Lu", "YuXin Song", "KANG RONG", "Huanjin Yao", "Jianbo Zhao", "Fanglong Liu", "Haocheng Feng", "Jingdong Wang", "Yifan Sun" ]
[ "https://github.com/takomc/amp" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wnPlJNiqfA
poster
KFNN: K-Free Nearest Neighbor For Crowdsourcing
[ "Wenjun Zhang", "Liangxiao Jiang", "Chaoqun Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wm9JZq7RCe
oral
An Analysis of Tokenization: Transformers under Markov Data
[ "Nived Rajaraman", "Jiantao Jiao", "Kannan Ramchandran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wlqfOvlTQz
poster
2406.02258
Reinforcement Learning with Lookahead Information
[ "Nadav Merlis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wlcm21C4nk
poster
2410.11488
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
[ "Chengting Yu", "Lei Liu", "Gaoang Wang", "Erping Li", "Aili Wang" ]
[ "https://github.com/tab-ct/rate-based-backpropagation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wlLjYl0Gi6
poster
2408.15792
Efficient LLM Scheduling by Learning to Rank
[ "Yichao Fu", "Siqi Zhu", "Runlong Su", "Aurick Qiao", "Ion Stoica", "Hao Zhang" ]
https://huggingface.co/papers/2408.15792
[ "https://github.com/hao-ai-lab/vllm-ltr" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wl44W8xpc7
poster
2410.21853
Learning Infinitesimal Generators of Continuous Symmetries from Data
[ "Gyeonghoon Ko", "Hyunsu Kim", "Juho Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wkwGedn19x
poster
2405.20299
Scaling White-Box Transformers for Vision
[ "Jinrui Yang", "Xianhang Li", "Druv Pai", "Yuyin Zhou", "Yi Ma", "Yaodong Yu", "Cihang Xie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wjbTHLUSzU
poster
2410.11303
TSDS: Data Selection for Task-Specific Model Finetuning
[ "Zifan Liu", "Amin Karbasi", "Theodoros Rekatsinas" ]
[ "https://github.com/zifanl/tsds" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wiMaws0FWB
poster
2406.12763
Implicit Bias of Mirror Flow on Separable Data
[ "Scott Pesme", "Radu-Alexandru Dragomir", "Nicolas Flammarion" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wiK6bwuxjE
poster
2405.07696
MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders
[ "Xueying Jiang", "Sheng Jin", "Xiaoqin Zhang", "Ling Shao", "Shijian Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wiEHZSV15I
oral
2401.11929
Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Forecasting
[ "Jinliang Deng", "Feiyang Ye", "Du Yin", "Xuan Song", "Ivor Tsang", "Hui Xiong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wgpmDyJgsg
poster
Sparse-view Pose Estimation and Reconstruction via Analysis by Generative Synthesis
[ "Qitao Zhao", "Shubham Tulsiani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wfU2CdgmWt
poster
2312.02027
Stochastic Optimal Control Matching
[ "Carles Domingo-Enrich", "Jiequn Han", "Brandon Amos", "Joan Bruna", "Ricky T. Q. Chen" ]
[ "https://github.com/facebookresearch/soc-matching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=weemASPtzg
poster
2406.05937
Linear Causal Representation Learning from Unknown Multi-node Interventions
[ "Burak Varıcı", "Emre Acartürk", "Karthikeyan Shanmugam", "Ali Tajer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wduRaBDRBS
poster
Video Token Merging for Long Video Understanding
[ "Seon-Ho Lee", "Jue Wang", "Zhikang Zhang", "David Fan", "Xinyu Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wdGvRud1LS
poster
2410.14697
Learning Cortico-Muscular Dependence through Orthonormal Decomposition of Density Ratios
[ "Shihan Ma", "Bo Hu", "Tianyu Jia", "Alexander Kenneth Clarke", "Blanka Zicher", "Arnault H. Caillet", "Dario Farina", "Jose C Principe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wcxHbAY8B3
poster
2410.23718
GaussianMarker: Uncertainty-Aware Copyright Protection of 3D Gaussian Splatting
[ "Xiufeng Huang", "Ruiqi Li", "Yiu-ming Cheung", "Ka Chun Cheung", "Simon See", "Renjie Wan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wcX04Wn34u
poster
LiT: Unifying LiDAR "Languages" with LiDAR Translator
[ "Yixing Lao", "Tao Tang", "Xiaoyang Wu", "Peng Chen", "Kaicheng Yu", "Hengshuang Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wblxm5zdkE
poster
Real-Time Selection Under General Constraints via Predictive Inference
[ "Yuyang Huo", "Lin Lu", "Haojie Ren", "Changliang Zou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wbE0QCBWji
poster
2306.00353
Constructing Semantics-Aware Adversarial Examples with Probabilistic Perspective
[ "Andi Zhang", "Mingtian Zhang", "Damon Wischik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=waQ5X4qc3W
poster
2410.12490
Stabilize the Latent Space for Image Autoregressive Modeling: A Unified Perspective
[ "Yongxin Zhu", "Bocheng Li", "Hang Zhang", "Xin Li", "Linli Xu", "Lidong Bing" ]
https://huggingface.co/papers/2410.12490
[ "https://github.com/DAMO-NLP-SG/DiGIT" ]
[]
[ "DAMO-NLP-SG/DiGIT" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wZigMVFURk
poster
2405.14369
RoPINN: Region Optimized Physics-Informed Neural Networks
[ "Haixu Wu", "Huakun Luo", "Yuezhou Ma", "Jianmin Wang", "Mingsheng Long" ]
[ "https://github.com/thuml/ropinn" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wZgw4CrxwK
poster
2406.11118
Incentivizing Quality Text Generation via Statistical Contracts
[ "Eden Saig", "Ohad Einav", "Inbal Talgam-Cohen" ]
[ "https://github.com/edensaig/llm-contracts" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wWyumwEYV8
poster
2403.11497
A Sober Look at the Robustness of CLIPs to Spurious Features
[ "Qizhou Wang", "Yong Lin", "Yongqiang Chen", "Ludwig Schmidt", "Bo Han", "Tong Zhang" ]
https://huggingface.co/papers/2403.11497
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wWiAR5mqXq
poster
Reflective Multi-Agent Collaboration based on Large Language Models
[ "Xiaohe Bo", "Zeyu Zhang", "Quanyu Dai", "Xueyang Feng", "Lei Wang", "Rui Li", "Xu Chen", "Ji-Rong Wen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wWguwYhpAY
poster
2410.21643
Neural Experts: Mixture of Experts for Implicit Neural Representations
[ "Yizhak Ben-Shabat", "Chamin P Hewa Koneputugodage", "Sameera Ramasinghe", "Stephen Gould" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wTIzpqX121
oral
2406.04759
Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks
[ "Joel Oskarsson", "Tomas Landelius", "Marc Peter Deisenroth", "Fredrik Lindsten" ]
[ "https://github.com/mllam/neural-lam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wT6GHk5ShC
poster
2406.03768
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective
[ "Xinhao Yao", "Xiaolin Hu", "Shenzhi Yang", "Yong Liu" ]
[ "https://github.com/chen123ctrls/enhancingicl_svdpruning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wT5AgMVkaJ
poster
2406.09397
Aligning Vision Models with Human Aesthetics in Retrieval: Benchmarks and Algorithms
[ "Miaosen Zhang", "Yixuan Wei", "Zhen Xing", "Yifei Ma", "Zuxuan Wu", "Ji Li", "Zheng Zhang", "Qi Dai", "Chong Luo", "Xin Geng", "Baining Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wT2TIfHKp8
poster
2410.14970
Taming the Long Tail in Human Mobility Prediction
[ "Xiaohang Xu", "Renhe Jiang", "Chuang Yang", "zipei fan", "Kaoru Sezaki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wT2KhEb97a
poster
2410.15020
Iterative Methods via Locally Evolving Set Process
[ "Baojian Zhou", "Yifan Sun", "Reza Babanezhad Harikandeh", "Xingzhi Guo", "Deqing Yang", "Yanghua Xiao" ]
[ "https://github.com/baojian/LocalCH" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wSqpNeMVLU
poster
2411.00841
A Theoretical Perspective for Speculative Decoding Algorithm
[ "Ming Yin", "Minshuo Chen", "Kaixuan Huang", "Mengdi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wSpIdUXZYX
poster
2403.12553
Pretraining Codomain Attention Neural Operators for Solving Multiphysics PDEs
[ "Md Ashiqur Rahman", "Robert Joseph George", "Mogab Elleithy", "Daniel Leibovici", "Zongyi Li", "Boris Bonev", "Colin White", "Julius Berner", "Raymond A. Yeh", "Jean Kossaifi", "Kamyar Azizzadenesheli", "Anima Anandkumar" ]
[ "https://github.com/ashiq24/coda-no" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wQpNG9JnPK
poster
Neural Collapse Inspired Feature Alignment for Out-of-Distribution Generalization
[ "Zhikang Chen", "Min Zhang", "Sen Cui", "Haoxuan Li", "Gang Niu", "Mingming Gong", "Changshui Zhang", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wQiJNyPENt
poster
2410.08804
Batched Energy-Entropy acquisition for Bayesian Optimization
[ "Felix Teufel", "Carsten Stahlhut", "Jesper Ferkinghoff-Borg" ]
[ "https://github.com/novonordisk-research/BEE-BO" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wN5AgP0DJ0
poster
2406.06660
Space-Time Continuous PDE Forecasting using Equivariant Neural Fields
[ "David M Knigge", "David Wessels", "Riccardo Valperga", "Samuele Papa", "Jan-Jakob Sonke", "Erik J Bekkers", "Stratis Gavves" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wK0Z49myyi
poster
CRAYM: Neural Field Optimization via Camera RAY Matching
[ "Liqiang Lin", "Wenpeng Wu", "Chi-Wing Fu", "Hao Zhang", "Hui Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wJaCsnT9UE
poster
2407.12996
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
[ "Haiquan Lu", "Xiaotian Liu", "Yefan Zhou", "Qunli Li", "Kurt Keutzer", "Michael W. Mahoney", "Yujun Yan", "Huanrui Yang", "Yaoqing Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wJAF8TGVUG
poster
2409.07462
S-MolSearch: 3D Semi-supervised Contrastive Learning for Bioactive Molecule Search
[ "Gengmo Zhou", "Zhen Wang", "Feng Yu", "Guolin Ke", "Zhewei Wei", "Zhifeng Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wIE991zhXH
poster
2406.16745
Bandits with Preference Feedback: A Stackelberg Game Perspective
[ "Barna Pásztor", "Parnian Kassraie", "Andreas Krause" ]
[ "https://github.com/lasgroup/maxminlcb" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wHFaAH3E8z
poster
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings
[ "Xiao Tan", "Yiqin Wang", "Yangyang Shen", "Dian Shen", "Meng Wang", "Peibo Duan", "Beilun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wGjSbaMsop
poster
2404.04269
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists
[ "Joachim Baumann", "Celestine Mendler-Dünner" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wGP1tBCP1E
poster
2402.02316
Diffusion Models are Certifiably Robust Classifiers
[ "Huanran Chen", "Yinpeng Dong", "Shitong Shao", "Zhongkai Hao", "Xiao Yang", "Hang Su", "Jun Zhu" ]
[ "https://github.com/huanranchen/NoisedDiffusionClassifiers" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wFzIMbTsY7
poster
2406.00079
Decision Mamba: Reinforcement Learning via Hybrid Selective Sequence Modeling
[ "Sili Huang", "Jifeng Hu", "Zhejian Yang", "Liwei Yang", "Tao Luo", "Hechang Chen", "Lichao Sun", "Bo Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wDirCeTIoz
poster
2404.00438
Communication Efficient Distributed Training with Distributed Lion
[ "Bo Liu", "Lemeng Wu", "Lizhang Chen", "Kaizhao Liang", "Jiaxu Zhu", "Chen Liang", "Raghuraman Krishnamoorthi", "qiang liu" ]
https://huggingface.co/papers/2404.00438
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wDDvJzvvBR
poster
Learning Spatially-Aware Language and Audio Embeddings
[ "Bhavika Suresh Devnani", "Skyler Seto", "Zakaria Aldeneh", "Alessandro Toso", "YELENA MENYAYLENKO", "Barry-John Theobald", "Jonathan Sheaffer", "Miguel Sarabia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wBzvYh3PRA
poster
2409.17652
FactorSim: Generative Simulation via Factorized Representation
[ "Fan-Yun Sun", "Harini S I", "Angela Yi", "Yihan Zhou", "Alex Zook", "Jonathan Tremblay", "Logan Cross", "Jiajun Wu", "Nick Haber" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wBtmN8SZ2B
poster
Learning Structured Representations with Hyperbolic Embeddings
[ "Aditya Sinha", "Siqi Zeng", "Makoto Yamada", "Han Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=wAqdvcK1Fv
poster
Energy-Based Modelling for Discrete and Mixed Data via Heat Equations on Structured Spaces
[ "Tobias Schröder", "Zijing Ou", "Yingzhen Li", "Andrew B. Duncan" ]
[ "" ]
[]
[]
[]
NeurIPS2024