Datasets:
IAMJB
/
paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1FikBPewU9
poster
2411.01893
A Global Depth-Range-Free Multi-View Stereo Transformer Network with Pose Embedding
[ "Yitong Dong", "Yijin Li", "Zhaoyang Huang", "Weikang Bian", "Jingbo Liu", "Hujun Bao", "Zhaopeng Cui", "Hongsheng Li", "Guofeng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1Fc2Xa2cDK
poster
2407.12831
Truth is Universal: Robust Detection of Lies in LLMs
[ "Lennart Bürger", "Fred A. Hamprecht", "Boaz Nadler" ]
[ "https://github.com/sciai-lab/truth_is_universal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1F32iCJFfa
oral
Schrodinger Bridge Flow for Unpaired Data Translation
[ "Valentin De Bortoli", "Iryna Korshunova", "Andriy Mnih", "Arnaud Doucet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ELFGSNBGC
poster
2410.11187
Multiview Scene Graph
[ "Juexiao Zhang", "Gao Zhu", "Sihang Li", "Xinhao Liu", "Haorui Song", "Xinran Tang", "Chen Feng" ]
https://huggingface.co/papers/2410.11187
[ "https://github.com/ai4ce/MSG" ]
[]
[]
[ "ai4ce/MSG" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1Du3mMP5YN
poster
Learning to Shape In-distribution Feature Space for Out-of-distribution Detection
[ "Yonggang Zhang", "Jie Lu", "Bo Peng", "Zhen Fang", "Yiu-ming Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1BZKqZphsW
poster
Risk-Averse Fine-tuning of Large Language Models
[ "Sapana Chaudhary", "Ujwal Dinesha", "Dileep Kalathil", "Srinivas Shakkottai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ATLLgvURu
poster
2406.04793
Learning-Augmented Priority Queues
[ "Ziyad Benomar", "Christian Coester" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=18RdkSv9h9
poster
2410.05920
FINALLY: fast and universal speech enhancement with studio-like quality
[ "Nicholas Babaev", "Kirill Tamogashev", "Azat Saginbaev", "Ivan Shchekotov", "Hanbin Bae", "Hosang Sung", "WonJun Lee", "Hoon-Young Cho", "Pavel Andreev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=18FGRNd0wZ
poster
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
[ "Keqiang Yan", "Xiner Li", "Hongyi Ling", "Kenna Ashen", "Carl Edwards", "Raymundo Arroyave", "Marinka Zitnik", "Heng Ji", "Xiaofeng Qian", "Xiaoning Qian", "Shuiwang Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=181llen2gw
oral
2410.07593
A Unified Debiasing Approach for Vision-Language Models across Modalities and Tasks
[ "Hoin Jung", "Taeuk Jang", "Xiaoqian Wang" ]
[ "https://github.com/HoinJung/Unified-Debiaisng-VLM-SFID" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=168NLzTpw8
poster
Unleashing Region Understanding in Intermediate Layers for MLLM-based Referring Expression Generation
[ "Yaoyuan Liang", "Zhuojun Cai", "Jian Xu", "Guanbo Huang", "Yiran Wang", "Xiao Liang", "Jiahao Liu", "Ziran Li", "Jingang Wang", "Shao-Lun Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=164QnJsYjF
poster
2410.24153
Dense Associative Memory Through the Lens of Random Features
[ "Benjamin Hoover", "Duen Horng Chau", "Hendrik Strobelt", "Parikshit Ram", "Dmitry Krotov" ]
[ "https://github.com/bhoov/distributed_DAM" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=15Jm9v7wCo
poster
2405.20678
No-Regret Learning for Fair Multi-Agent Social Welfare Optimization
[ "Mengxiao Zhang", "Ramiro Deo-Campo Vuong", "Haipeng Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=15460JjocO
poster
Diversity Is Not All You Need: Training A Robust Cooperative Agent Needs Specialist Partners
[ "Rujikorn Charakorn", "Poramate Manoonpong", "Nat Dilokthanakul" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=14hLJr6kZ3
poster
2406.09353
Enhancing Domain Adaptation through Prompt Gradient Alignment
[ "Hoang Phan", "Tung Lam Tran", "Quyen Tran", "Trung Le" ]
[ "https://github.com/viethoang1512/pga" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=135eKqDoRR
oral
2410.24018
Bayesian-guided Label Mapping for Visual Reprogramming
[ "Chengyi Cai", "Zesheng Ye", "Lei Feng", "Jianzhong Qi", "Feng Liu" ]
[ "https://github.com/tmlr-group/bayesianlm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=12A1RT1L87
poster
2410.15919
Are Large-scale Soft Labels Necessary for Large-scale Dataset Distillation?
[ "Lingao Xiao", "Yang He" ]
[ "https://github.com/he-y/soft-label-pruning-for-dataset-distillation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1067784F6e
poster
2410.04386
Data Distribution Valuation
[ "Xinyi Xu", "Shuaiqi Wang", "Chuan-Sheng Foo", "Bryan Kian Hsiang Low", "Giulia Fanti" ]
[ "https://github.com/xinyiys/data_distribution_valuation" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=105ZuvpdyW
oral
2311.13385
SegVol: Universal and Interactive Volumetric Medical Image Segmentation
[ "Yuxin Du", "Fan BAI", "Tiejun Huang", "Bo Zhao" ]
https://huggingface.co/papers/2311.13385
[ "https://github.com/baai-dcai/segvol" ]
[ "BAAI/SegVol", "yuxindu/SegVol", "ImagingDataCommons/SegVolOnIDC", "DiGuaQiu/MRSegmentator", "RayOoooo/SegVol" ]
[ "BAAI/SegVol", "yuxindu/segvol" ]
[ "GoodBaiBai88/M3D-Cap", "GoodBaiBai88/M3D-Seg", "GoodBaiBai88/M3D-RefSeg" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0zfUiSX5si
poster
AdaNovo: Towards Robust De Novo Peptide Sequencing in Proteomics against Data Biases
[ "Jun Xia", "Shaorong Chen", "Jingbo Zhou", "Xiaojun Shan", "Wenjie Du", "Zhangyang Gao", "Cheng Tan", "Bozhen Hu", "Jiangbin Zheng", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0zWzJj6lO3
poster
Cooperate or Collapse: Emergence of Sustainable Cooperation in a Society of LLM Agents
[ "Giorgio Piatti", "Zhijing Jin", "Max Kleiman-Weiner", "Bernhard Schölkopf", "Mrinmaya Sachan", "Rada Mihalcea" ]
[ "https://github.com/giorgiopiatti/govsim" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0zFVhMBZHJ
poster
2310.15961
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation
[ "Szymon Antoniak", "Michał Krutul", "Maciej Pióro", "Jakub Krajewski", "Jan Ludziejewski", "Kamil Ciebiera", "Krystian Król", "Tomasz Odrzygóźdź", "Marek Cygan", "Sebastian Jaszczur" ]
https://huggingface.co/papers/2310.15961
[ "https://github.com/llm-random/llm-random" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0uXtFk5KNJ
poster
2404.02827
BAdam: A Memory Efficient Full Parameter Optimization Method for Large Language Models
[ "Qijun Luo", "Hengxu Yu", "Xiao Li" ]
https://huggingface.co/papers/2404.02827
[ "https://github.com/ledzy/badam" ]
[ "Justinrune/LLaMA-Factory", "smarttang/blingsec" ]
[ "trollek/danube2-1.8b-SlimOrcaDedup", "trollek/danube2-1.8b-airoboros-3.2", "trollek/danube2-1.8b-Neural", "trollek/danube2-1.8b-SystemChat-1.1", "trollek/danube2-1.8b-WizardLM-Evol-V2-Unfiltered", "trollek/danube2-1.8b-glaive-function-calling-v2", "trollek/danube2-1.8b-CodeFeedback", "trollek/danube2-1.8b-openhermes", "sunatte/txt2sql", "trollek/danube2-1.8b-Code-290k", "trollek/danube2-1.8b-Tess-v1.5", "trollek/danube2-1.8b-MathInstruct", "trollek/danube2-1.8b-Synthia-v1.3", "trollek/ThoughtStream-4B-v0.1", "MachoMaheen/devdock4bit" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0uGlKYS7a2
poster
2407.04889
Maximizing utility in multi-agent environments by anticipating the behavior of other learners
[ "Angelos Assos", "Yuval Dagan", "Constantinos Costis Daskalakis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0sycTGl4In
poster
2411.08879
4D Gaussian Splatting in the Wild with Uncertainty-Aware Regularization
[ "Mijeong Kim", "Jongwoo Lim", "Bohyung Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0sJBW05a2W
poster
2411.07740
3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration
[ "Liyuan Zhang", "Le Hui", "qi liu", "Bo Li", "Yuchao Dai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0rl5vWOzRU
poster
Score-Optimal Diffusion Schedules
[ "Christopher Williams", "Andrew Campbell", "Arnaud Doucet", "Saifuddin Syed" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0qb8KoPsej
poster
2402.02774
Accelerating Matroid Optimization through Fast Imprecise Oracles
[ "Franziska Eberle", "Felix Hommelsheim", "Alexander Lindermayr", "Zhenwei Liu", "Nicole Megow", "Jens Schlöter" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0og7nmvDbe
poster
2406.16254
Confidence Regulation Neurons in Language Models
[ "Alessandro Stolfo", "Ben Peng Wu", "Wes Gurnee", "Yonatan Belinkov", "Xingyi Song", "Mrinmaya Sachan", "Neel Nanda" ]
https://huggingface.co/papers/2406.16254
[ "https://github.com/bpwu1/confidence-regulation-neurons" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0oUutV92YF
poster
ProtGO: Function-Guided Protein Modeling for Unified Representation Learning
[ "Bozhen Hu", "Cheng Tan", "Yongjie Xu", "Zhangyang Gao", "Jun Xia", "Lirong Wu", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0o9E8AsFgW
poster
2409.17874
DarkSAM: Fooling Segment Anything Model to Segment Nothing
[ "Ziqi Zhou", "Yufei Song", "Minghui Li", "Shengshan Hu", "Xianlong Wang", "Leo Yu Zhang", "Dezhong Yao", "Hai Jin" ]
[ "https://github.com/cgcl-codes/darksam" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0o7Rd5jngV
poster
2402.00522
Understanding the Expressive Power and Mechanisms of Transformer for Sequence Modeling
[ "Mingze Wang", "Weinan E" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0nzKznCjFG
poster
Private and Personalized Frequency Estimation in a Federated Setting
[ "Amrith Setlur", "Vitaly Feldman", "Kunal Talwar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0nSY8NiILP
poster
Tight Bounds for Learning RUMs from Small Slates
[ "Flavio Chierichetti", "Mirko Giacchini", "Ravi Kumar", "Alessandro Panconesi", "Andrew Tomkins" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0m19blQT6y
poster
2406.04333
BitsFusion: 1.99 bits Weight Quantization of Diffusion Model
[ "Yang Sui", "Yanyu Li", "Anil Kag", "Yerlan Idelbayev", "Junli Cao", "Ju Hu", "Dhritiman Sagar", "Bo Yuan", "Sergey Tulyakov", "Jian Ren" ]
https://huggingface.co/papers/2406.04333
[ "https://github.com/huggingface/diffusers" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0lau89u4oE
poster
2409.20520
Accelerating Non-Maximum Suppression: A Graph Theory Perspective
[ "King-Siong Si", "Lu Sun", "Weizhan Zhang", "Tieliang Gong", "Jiahao Wang", "Jiang Liu", "Hao Sun" ]
[ "https://github.com/Yuri3-xr/NMS-Bench" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0lBx844upd
poster
2406.07831
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models
[ "Xiang Meng", "Kayhan Behdin", "Haoyue Wang", "Rahul Mazumder" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0l9yGPTHAU
poster
Near-Optimal Distributionally Robust Reinforcement Learning with General L_p Norms
[ "Pierre Clavier", "Laixi Shi", "Erwan Le Pennec", "Eric Mazumdar", "Adam Wierman", "Matthieu Geist" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0jld45XGgJ
poster
Neural collapse vs. low-rank bias: Is deep neural collapse really optimal?
[ "Peter Súkeník", "Christoph H. Lampert", "Marco Mondelli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0feJEykDRx
poster
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models
[ "Letian Gong", "Yan Lin", "Xinyue Zhang", "Yiwen Lu", "Xuedi Han", "Yichen Liu", "Shengnan Guo", "Youfang Lin", "Huaiyu Wan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0e5uOaJxo1
poster
Learning Complete Protein Representation by Dynamically Coupling of Sequence and Structure
[ "Bozhen Hu", "Cheng Tan", "Jun Xia", "Yue Liu", "Lirong Wu", "Jiangbin Zheng", "Yongjie Xu", "Yufei Huang", "Stan Z. Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0dtA21q83C
poster
2403.19863
DeNetDM: Debiasing by Network Depth Modulation
[ "Silpa Vadakkeeveetil Sreelatha", "Adarsh Kappiyath", "Abhra Chaudhuri", "Anjan Dutta" ]
[ "https://github.com/kadarsh22/denetdm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0d50Il6enG
poster
Non-parametric classification via expand-and-sparsify representation
[ "Kaushik Sinha" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0cgDDa4OFr
poster
2402.07808
Sourcerer: Sample-based Maximum Entropy Source Distribution Estimation
[ "Julius Vetter", "Guy Moss", "Cornelius Schröder", "Richard Gao", "Jakob H. Macke" ]
[ "https://github.com/mackelab/sourcerer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0cSQ1Sg7db
poster
2405.14469
Generalization of Hamiltonian algorithms
[ "Andreas Maurer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0bINeW40u4
poster
2403.12416
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
[ "Chong Ma", "Hanqi Jiang", "Wenting Chen", "Yiwei Li", "Zihao Wu", "Xiaowei Yu", "Zhengliang Liu", "Lei Guo", "Dajiang Zhu", "Tuo Zhang", "Dinggang Shen", "Tianming Liu", "Xiang Li" ]
[ "https://github.com/momarky/egma" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0bFXbEMz8e
poster
2410.23405
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions
[ "Anuroop Sriram", "Benjamin Kurt Miller", "Ricky T. Q. Chen", "Brandon M Wood" ]
[ "https://github.com/facebookresearch/flowmm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0aN7VWwp4g
poster
2410.23159
Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting
[ "Chiu-Wai Yan", "Shi Quan Foo", "Van-Hoan Trinh", "Dit-Yan Yeung", "Ka-Hing Wong", "Wai-Kin Wong" ]
[ "https://github.com/argenycw/facl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0ZeONp33f0
poster
2402.17805
Graph Neural Networks and Arithmetic Circuits
[ "Timon Barlag", "Vivian Holzapfel", "Laura Strieker", "Jonni Virtema", "Heribert Vollmer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0ZZMUjZJYF
poster
2406.14629
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study
[ "Xuefei Ning", "Zifu Wang", "Shiyao Li", "Zinan Lin", "Peiran Yao", "Tianyu Fu", "Matthew B. Blaschko", "Guohao Dai", "Huazhong Yang", "Yu Wang" ]
https://huggingface.co/papers/2406.14629
[ "https://github.com/imagination-research/lbt" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0XeNkkENuI
oral
2405.15682
The Road Less Scheduled
[ "Aaron Defazio", "Xingyu Alice Yang", "Ahmed Khaled", "Konstantin Mishchenko", "Harsh Mehta", "Ashok Cutkosky" ]
https://huggingface.co/papers/2405.15682
[ "https://github.com/facebookresearch/schedule_free" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0XKvW4ijxp
poster
2403.07413
Learning-Augmented Algorithms with Explicit Predictors
[ "Marek Elias", "Haim Kaplan", "Yishay Mansour", "Shay Moran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0WCFI2Qx85
poster
2411.06786
ScaleKD: Strong Vision Transformers Could Be Excellent Teachers
[ "Jiawei Fan", "Chao Li", "Xiaolong Liu", "Anbang Yao" ]
[ "https://github.com/deep-optimization/scalekd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0VeSCjRDBy
poster
2406.02959
Adversarial Moment-Matching Distillation of Large Language Models
[ "Chen Jia" ]
https://huggingface.co/papers/2406.02959
[ "https://github.com/jiachenwestlake/MMKD" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0TUMAAb3of
poster
2410.10098
Queueing Matching Bandits with Preference Feedback
[ "Jung-hun Kim", "Min-hwan Oh" ]
[ "https://github.com/junghunkim7786/queueing-matching-bandits-with-preference-feedback" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0SRJBtTNhX
poster
2405.00957
IntraMix: Intra-Class Mixup Generation for Accurate Labels and Neighbors
[ "Shenghe Zheng", "Hongzhi Wang", "Xianglong Liu" ]
[ "https://github.com/zhengsh123/intramix" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0NMzBwqaAJ
oral
Not All Tokens Are What You Need for Pretraining
[ "Zhenghao Lin", "Zhibin Gou", "Yeyun Gong", "Xiao Liu", "yelong shen", "Ruochen Xu", "Chen Lin", "Yujiu Yang", "Jian Jiao", "Nan Duan", "Weizhu Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0MXzbAv8xy
poster
2411.06070
GFT: Graph Foundation Model with Transferable Tree Vocabulary
[ "Zehong Wang", "Zheyuan Zhang", "Nitesh V Chawla", "Chuxu Zhang", "Yanfang Ye" ]
[ "https://github.com/zehong-wang/gft" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0Lr9HQijA1
poster
2305.12715
Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
[ "Hao Chen", "Ankit Shah", "Jindong Wang", "Ran Tao", "Yidong Wang", "Xiang Li", "Xing Xie", "Masashi Sugiyama", "Rita Singh", "Bhiksha Raj" ]
[ "https://github.com/hhhhhhao/general-framework-weak-supervision" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0LfgE6kvKZ
poster
2410.23660
Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning
[ "Minghui Chen", "Meirui Jiang", "Xin Zhang", "Qi Dou", "Zehua Wang", "Xiaoxiao Li" ]
[ "https://github.com/ubc-tea/local-superior-soups" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0Lb8vZT1DB
oral
2411.11238
Reliable Learning of Halfspaces under Gaussian Marginals
[ "Ilias Diakonikolas", "Lisheng Ren", "Nikos Zarifis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0LXotew9Du
poster
2401.18079
KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
[ "Coleman Richard Charles Hooper", "Sehoon Kim", "Hiva Mohammadzadeh", "Michael W. Mahoney", "Sophia Shao", "Kurt Keutzer", "Amir Gholami" ]
https://huggingface.co/papers/2401.18079
[ "https://github.com/squeezeailab/kvquant" ]
[]
[ "squeeze-ai-lab/dbrx-base-a4-s1", "squeeze-ai-lab/dbrx-base-a3-s1", "squeeze-ai-lab/dbrx-base-a2-s1", "squeeze-ai-lab/dbrx-instruct-a4-s1", "squeeze-ai-lab/dbrx-instruct-a3-s1", "squeeze-ai-lab/dbrx-instruct-a2-s1" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0KvYLaTBTE
poster
2402.04647
Latent Plan Transformer for Trajectory Abstraction: Planning as Latent Space Inference
[ "Deqian Kong", "Dehong Xu", "Minglu Zhao", "Bo Pang", "Jianwen Xie", "Andrew Lizarraga", "Yuhao Huang", "Sirui Xie", "Ying Nian Wu" ]
[ "https://github.com/mingluzhao/latent-plan-transformer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0KseSacluJ
poster
2406.03417
CoFie: Learning Compact Neural Surface Representations with Coordinate Fields
[ "Hanwen Jiang", "Haitao Yang", "Georgios Pavlakos", "Qixing Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0JSKjdePGq
poster
2406.01163
When to Sense and Control? A Time-adaptive Approach for Continuous-Time RL
[ "Lenart Treven", "Bhavya Sukhija", "Yarden As", "Florian Dorfler", "Andreas Krause" ]
[ "https://github.com/lasgroup/model-based-rl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0HRRNEAQFp
poster
2310.06836
A General Protocol to Probe Large Vision Models for 3D Physical Understanding
[ "Guanqi Zhan", "Chuanxia Zheng", "Weidi Xie", "Andrew Zisserman" ]
[ "https://github.com/Championchess/phy-sd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0Gl5WxY6es
poster
2406.07904
Grounding Multimodal Large Language Models in Actions
[ "Andrew Szot", "Bogdan Mazoure", "Harsh Agrawal", "R Devon Hjelm", "Zsolt Kira", "Alexander T Toshev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0G0VpMjKyV
poster
Sketching for Distributed Deep Learning: A Sharper Analysis
[ "Mayank Shrivastava", "Berivan Isik", "Qiaobo Li", "Sanmi Koyejo", "Arindam Banerjee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0EfUYVMrLv
poster
Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment
[ "Zhen-Yu Zhang", "Zhiyu Xie", "Huaxiu Yao", "Masashi Sugiyama" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0DE1dLMW2b
poster
2405.13788
Quantum algorithm for large-scale market equilibrium computation
[ "Po-Wei Huang", "Patrick Rebentrost" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0C3bLHwjsY
poster
Promoting Fairness Among Dynamic Agents in Online-Matching Markets under Known Stationary Arrival Distributions
[ "Will Ma", "Pan Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0AwMciNShl
poster
Rethinking Human Evaluation Protocol for Text-to-Video Models: Enhancing Reliability, Reproducibility, and Practicality
[ "Tianle Zhang", "Langtian Ma", "Yuchen Yan", "Yuchen Zhang", "Yue Yang", "Ziyao Guo", "Wenqi Shao", "Kai Wang", "Yang You", "Yu Qiao", "Ping Luo", "Kaipeng Zhang" ]
[ "https://github.com/ztlmememe/T2VHE" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=0AumdfLzpK
poster
A Simple Framework for Generalization in Visual RL under Dynamic Scene Perturbations
[ "Wonil Song", "Hyesong Choi", "Kwanghoon Sohn", "Dongbo Min" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=09nyBqSdUz
poster
2405.17661
RefDrop: Controllable Consistency in Image or Video Generation via Reference Feature Guidance
[ "Jiaojiao Fan", "Haotian Xue", "Qinsheng Zhang", "Yongxin Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=09RKw0vXjR
poster
Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations
[ "Yasutoshi Ida", "Sekitoshi Kanai", "Atsutoshi Kumagai", "Tomoharu Iwata", "Yasuhiro Fujiwara" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=08GbdALmEs
poster
2410.17744
Learning Versatile Skills with Curriculum Masking
[ "Yao Tang", "Zhihui Xie", "Zichuan Lin", "Deheng Ye", "Shuai Li" ]
[ "https://github.com/yaotang23/currmask" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=08A6X7FSTs
poster
2406.17601
Director3D: Real-world Camera Trajectory and 3D Scene Generation from Text
[ "Xinyang Li", "Zhangyu Lai", "Linning Xu", "Yansong Qu", "Liujuan Cao", "Shengchuan Zhang", "Bo Dai", "Rongrong Ji" ]
https://huggingface.co/papers/2406.17601
[ "https://github.com/imlixinyang/director3d" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=07N0qoaZ2L
poster
Improved Analysis for Bandit Learning in Matching Markets
[ "Fang Kong", "Zilong Wang", "Shuai Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=06Vt6f2js7
poster
2403.14370
SyncTweedies: A General Generative Framework Based on Synchronized Diffusions
[ "Jaihoon Kim", "Juil Koo", "Kyeongmin Yeo", "Minhyuk Sung" ]
https://huggingface.co/papers/2403.14370
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=06JRFVK88O
poster
Mimicking To Dominate: Imitation Learning Strategies for Success in Multiagent Games
[ "The Viet Bui", "Tien Anh Mai", "Thanh Hong Nguyen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=04EC4ZnZJj
poster
MemoryFormer : Minimize Transformer Computation by Removing Fully-Connected Layers
[ "Ning Ding", "Yehui Tang", "Haochen Qin", "Zhenli Zhou", "Chao Xu", "Lin Li", "Kai Han", "Liao Heng", "Yunhe Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=02r24A8doi
poster
Achieving Constant Regret in Linear Markov Decision Processes
[ "Weitong Zhang", "Zhiyuan Fan", "Jiafan He", "Quanquan Gu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=02HWT9c4Lp
poster
Voxel Proposal Network via Multi-Frame Knowledge Distillation for Semantic Scene Completion
[ "Lubo Wang", "Di Lin", "Kairui Yang", "Ruonan Liu", "Qing Guo", "Wuyuan Xie", "Miaohui Wang", "Lingyu Liang", "Yi Wang", "Ping Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=02CIZ8qeDc
poster
2410.00320
PointAD: Comprehending 3D Anomalies from Points and Pixels for Zero-shot 3D Anomaly Detection
[ "Qihang Zhou", "Jiangtao Yan", "Shibo He", "Wenchao Meng", "Jiming Chen" ]
[ "https://github.com/zqhang/pointad" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=01s5ODIHKd
poster
2410.20824
FreqMark: Invisible Image Watermarking via Frequency Based Optimization in Latent Space
[ "YiYang Guo", "Ruizhe Li", "Mude Hui", "Hanzhong Allan Guo", "Chen Zhang", "Chuangjian Cai", "Le Wan", "Shangfei Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=01qa1ZJs65
poster
2403.13797
Bridge the Modality and Capability Gaps in Vision-Language Model Selection
[ "Chao Yi", "Yuhang He", "De-Chuan Zhan", "Han-Jia Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=01XV5Za56k
poster
2402.13187
Testing Calibration in Nearly-Linear Time
[ "Lunjia Hu", "Arun Jambulapati", "Kevin Tian", "Chutong Yang" ]
[ "https://github.com/chutongyang98/testing-calibration-in-subquadratic-time" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=00uVk06eVK
poster
2405.17264
On the Noise Robustness of In-Context Learning for Text Generation
[ "Hongfu Gao", "Feipeng Zhang", "Wenyu Jiang", "Jun Shu", "Feng Zheng", "Hongxin Wei" ]
[ "https://github.com/ml-stat-sustech/local-perplexity-ranking" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=zqE54pQRGn
poster
2305.12568
Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization
[ "Hanmin Li", "Avetik Karagulyan", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=zjTqK4X21G
poster
2305.16186
Accelerated Methods for Riemannian Min-Max Optimization Ensuring Bounded Geometric Penalties
[ "David Martínez-Rubio", "Christophe Roux", "Christopher Criscitiello", "Sebastian Pokutta" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=zAY2Xai1aE
poster
2311.14222
Risk Bounds of Accelerated SGD for Overparameterized Linear Regression
[ "Xuheng Li", "Yihe Deng", "Jingfeng Wu", "Dongruo Zhou", "Quanquan Gu" ]
https://huggingface.co/papers/2311.14222
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=z7uJm0HJuW
poster
2211.04653
Follow the flow: Proximal flow inspired multi-step methods
[ "Yushen Huang", "Yifan Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=xiKGWKNhbO
poster
A Predicting Clipping Asynchronous Stochastic Gradient Descent Method in Distributed Learning
[ "Haoxiang Wang", "Zhanhong Jiang", "Chao Liu", "Soumik Sarkar", "Dongxiang Jiang", "Young M Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=wZLWziwvo4
oral
2310.16910
Last Iterate Convergence of Popov Method for Non-monotone Stochastic Variational Inequalities
[ "Daniil Vankov", "Angelia Nedich", "Lalitha Sankar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=umkeC6EwrQ
poster
2311.18598
Generalisable Agents for Neural Network Optimisation
[ "Kale-ab Tessera", "Callum Rhys Tilbury", "Sasha Abramowitz", "Ruan John de Kock", "Omayma Mahjoub", "Benjamin Rosman", "Sara Hooker", "Arnu Pretorius" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=tyRorUlaqi
poster
2310.07674
Accelerated gradient descent: A guaranteed bound for a heuristic restart strategy
[ "Walaa Moursi", "Stephen A. Vavasis", "Viktor Pavlovic" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=tvh3tq8zj9
poster
Adagrad Promotes Diffuse Solutions In Overparameterized Regimes
[ "Andrew Rambidis", "Jiayi Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=tfEKwVEmGT
poster
2309.15395
Model-Free, Regret-Optimal Best Policy Identification in Online CMDPs
[ "Zihan Zhou", "Honghao Wei", "Lei Ying" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=tZsXBY0Wwn
poster
Reducing Predict and Optimize to Convex Feasibility
[ "Saurabh kumar Mishra", "Sharan Vaswani" ]
[ "" ]
[]
[]
[]
NeurIPS2024
Workshop/OPT
https://openreview.net/forum?id=s5xM03460k
poster
Diversity-adjusted adaptive step size
[ "Parham Yazdkhasti", "Xiaowen Jiang", "Sebastian U Stich" ]
[ "" ]
[]
[]
[]
NeurIPS2024