Datasets:
IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5iUxMVJVEV
oral
2411.04554
Peri-midFormer: Periodic Pyramid Transformer for Time Series Analysis
[ "Qiang Wu", "Gechang Yao", "Zhixi Feng", "Shuyuan Yang" ]
[ "https://github.com/WuQiangXDU/Peri-midFormer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5g0Z6PdogJ
poster
2406.06106
Testably Learning Polynomial Threshold Functions
[ "Lucas Slot", "Stefan Tiegel", "Manuel Wiedmer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5fybcQZ0g4
poster
2405.16441
Categorical Flow Matching on Statistical Manifolds
[ "Chaoran Cheng", "Jiahan Li", "Jian Peng", "Ge Liu" ]
[ "https://github.com/ccr-cheng/statistical-flow-matching" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5d2eScRiRC
poster
2409.01369
Imitating Language via Scalable Inverse Reinforcement Learning
[ "Markus Wulfmeier", "Michael Bloesch", "Nino Vieillard", "Arun Ahuja", "Jorg Bornschein", "Sandy Huang", "Artem Sokolov", "Matt Barnes", "Guillaume Desjardins", "Alex Bewley", "Sarah Maria Elisabeth Bechtle", "Jost Tobias Springenberg", "Nikola Momchev", "Olivier Bachem", "Matthieu Geist", "Martin Riedmiller" ]
https://huggingface.co/papers/2409.01369
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5cIRdGM1uG
poster
2405.20671
Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
[ "Hanseul Cho", "Jaeyoung Cha", "Pranjal Awasthi", "Srinadh Bhojanapalli", "Anupam Gupta", "Chulhee Yun" ]
[ "https://github.com/hanseuljo/position-coupling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5bR2l1b2eh
poster
SIRIUS : Contexual Sparisty with Correction for Efficient LLMs
[ "Yang Zhou", "Zhuoming Chen", "Zhaozhuo Xu", "Xi Victoria Lin", "Beidi Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5atraF1tbg
poster
2402.09477
PANORAMIA: Privacy Auditing of Machine Learning Models without Retraining
[ "Mishaal Kazmi", "Hadrien Lautraite", "Alireza Akbari", "Qiaoyue Tang", "Mauricio Soroco", "Tao Wang", "Sébastien Gambs", "Mathias Lécuyer" ]
[ "https://github.com/ubc-systopia/panoramia-privacy-measurement" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5ai2YFAXV7
poster
2410.13032
Hypothesis Testing the Circuit Hypothesis in LLMs
[ "Claudia Shi", "Nicolas Beltran-Velez", "Achille Nazaret", "Carolina Zheng", "Adrià Garriga-Alonso", "Andrew Jesson", "Maggie Makar", "David Blei" ]
[ "https://github.com/blei-lab/circuitry" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5a27EE8LxX
oral
2405.18822
Toxicity Detection for Free
[ "Zhanhao Hu", "Julien Piet", "Geng Zhao", "Jiantao Jiao", "David Wagner" ]
[ "https://github.com/whothu/detection_logits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5WoYFypPv0
poster
2403.17329
Deep Support Vectors
[ "Junhoo Lee", "Hyunho Lee", "Kyomin Hwang", "Nojun Kwak" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5VE1iLeYOz
poster
2406.05066
Efficient Centroid-Linkage Clustering
[ "Mohammadhossein Bateni", "Laxman Dhulipala", "Willem Fletcher", "Kishen N Gowda", "D Ellis Hershkowitz", "Rajesh Jayaram", "Jakub Lacki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5SUP6vUVkP
poster
2410.11449
Conditional Density Estimation with Histogram Trees
[ "Lincen Yang", "Matthijs van Leeuwen" ]
[ "https://github.com/ylincen/CDTree" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5S5NVpd6PV
poster
2411.01250
Hierarchical and Density-based Causal Clustering
[ "Kwangho Kim", "Jisu Kim", "Larry Wasserman", "Edward Kennedy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5PrShrKxoX
poster
Transfer Q-star : Principled Decoding for LLM Alignment
[ "Souradip Chakraborty", "Soumya Suvra Ghosal", "Ming Yin", "Dinesh Manocha", "Mengdi Wang", "Amrit Bedi", "Furong Huang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5NMbQPY7Bn
oral
2405.13911
TOPA: Extending Large Language Models for Video Understanding via Text-Only Pre-Alignment
[ "Wei Li", "Hehe Fan", "Yongkang Wong", "Mohan Kankanhalli", "Yi Yang" ]
[ "https://github.com/dhg-wei/topa" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5MIk4VFn1c
poster
2404.10618
Private Attribute Inference from Images with Vision-Language Models
[ "Batuhan Tömekçe", "Mark Vero", "Robin Staab", "Martin Vechev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5K3VeoBnqc
poster
2402.03860
AED: Adaptable Error Detection for Few-shot Imitation Policy
[ "Jia-Fong Yeh", "Kuo-Han Hung", "Pang-Chi Lo", "Chi Ming Chung", "Tsung-Han Wu", "Hung-Ting Su", "Yi-Ting Chen", "Winston H. Hsu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5IRtAcVbiC
poster
2406.09563
e-COP : Episodic Constrained Optimization of Policies
[ "Akhil Agnihotri", "Rahul Jain", "Deepak Ramachandran", "Sahil Singla" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5IFeCNA7zR
poster
2406.17271
DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph
[ "Zhehao Zhang", "Jiaao Chen", "Diyi Yang" ]
[ "https://github.com/salt-nlp/darg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5Hdg5IK18B
poster
2409.18692
MG-Net: Learn to Customize QAOA with Circuit Depth Awareness
[ "Yang Qian", "Xinbiao Wang", "Yuxuan Du", "Yong Luo", "Dacheng Tao" ]
[ "https://github.com/QQQYang/MG-Net" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5HQhYiGnYb
poster
FIDE: Frequency-Inflated Conditional Diffusion Model for Extreme-Aware Time Series Generation
[ "Asadullah Hill Galib", "Pang-Ning Tan", "Lifeng Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5H4l37IsZ8
poster
2409.18265
Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning
[ "Grzegorz Rypeść", "Sebastian Cygert", "Tomasz Trzcinski", "Bartłomiej Twardowski" ]
[ "https://github.com/grypesc/adagauss" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5GwbKlBIIf
poster
2406.12774
Towards Exact Gradient-based Training on Analog In-memory Computing
[ "Zhaoxian Wu", "Tayfun Gokmen", "Malte J. Rasch", "Tianyi Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5GCgNFZSyo
poster
2405.15285
Minimizing UCB: a Better Local Search Strategy in Local Bayesian Optimization
[ "Zheyi Fan", "Wenyu Wang", "Szu Hui Ng", "Qingpei Hu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5G7ve8E1Lu
poster
2405.21047
Grammar-Aligned Decoding
[ "Kanghee Park", "Jiayu Wang", "Taylor Berg-Kirkpatrick", "Nadia Polikarpova", "Loris D'Antoni" ]
https://huggingface.co/papers/2405.21047
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5G7MRfPngt
oral
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought
[ "Gabriel Herbert Sarch", "Lawrence Jang", "Michael J. Tarr", "William W. Cohen", "Kenneth Marino", "Katerina Fragkiadaki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5Fl4zgXbsW
poster
Computerized Adaptive Testing via Collaborative Ranking
[ "Zirui Liu", "Yan Zhuang", "Qi Liu", "Jiatong Li", "Yuren Zhang", "Zhenya Huang", "Jinze Wu", "Shijin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5FHzrRGOKR
poster
2405.15632
Federated Behavioural Planes: Explaining the Evolution of Client Behaviour in Federated Learning
[ "Dario Fenoglio", "Gabriele Dominici", "Pietro Barbiero", "Alberto Tonda", "Martin Gjoreski", "Marc Langheinrich" ]
[ "https://github.com/dariofenoglio98/cf_fl" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5FATPIlWUJ
poster
2410.24222
Robust Gaussian Processes via Relevance Pursuit
[ "Sebastian Ament", "Elizabeth Santorella", "David Eriksson", "Benjamin Letham", "Maximilian Balandat", "Eytan Bakshy" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5DwqmoCE1N
poster
2411.09702
On the Surprising Effectiveness of Attention Transfer for Vision Transformers
[ "Alexander Cong Li", "Yuandong Tian", "Beidi Chen", "Deepak Pathak", "Xinlei Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5DJBBACqim
poster
2407.01567
MeMo: Meaningful, Modular Controllers via Noise Injection
[ "Megan Tjandrasuwita", "Jie Xu", "Armando Solar-Lezama", "Wojciech Matusik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5BwWgyvgwR
poster
2410.21708
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic Segmentation
[ "Ruihao Xia", "Yu Liang", "Peng-Tao Jiang", "Hao Zhang", "Bo Li", "Yang Tang", "Pan Zhou" ]
[ "https://github.com/xiarho/madm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5BXXoJh0Vr
poster
CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
[ "Shuqi Li", "Yuebo Sun", "Yuxin Lin", "Xin Gao", "Shuo Shang", "Rui Yan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=5AeLrXb9sQ
poster
TARSS-Net: Temporal-Aware Radar Semantic Segmentation Network
[ "Youcheng Zhang", "Liwen Zhang", "ZijunHu", "Pengcheng Pi", "Teng Li", "Yuanpei Chen", "Shi Peng", "Zhe Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=59DmXSBG6S
poster
Relating Hopfield Networks to Episodic Control
[ "Hugo Chateau-Laurent", "Frederic Alexandre" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=58X9v92zRd
poster
2406.13892
Adaptable Logical Control for Large Language Models
[ "Honghua Zhang", "Po-Nien Kung", "Masahiro Yoshida", "Guy Van den Broeck", "Nanyun Peng" ]
https://huggingface.co/papers/2406.13892
[ "https://github.com/joshuacnf/Ctrl-G" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=57OQXxbTbY
poster
Cal-DPO: Calibrated Direct Preference Optimization for Language Model Alignment
[ "Teng Xiao", "Yige Yuan", "Huaisheng Zhu", "Mingxiao Li", "Vasant G Honavar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=57C9mszjj3
poster
2411.02199
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
[ "Dake Bu", "Wei Huang", "Andi Han", "Atsushi Nitanda", "Taiji Suzuki", "Qingfu Zhang", "Hau-San Wong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=56Q0qggDlp
poster
Molecule Generation with Fragment Retrieval Augmentation
[ "Seul Lee", "Karsten Kreis", "Srimukh Prasad Veccham", "Meng Liu", "Danny Reidenbach", "Saee Gopal Paliwal", "Arash Vahdat", "Weili Nie" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=55zLbH7dE1
poster
2310.03032
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution
[ "Cong Xu", "Jun Wang", "Jianyong Wang", "Wei Zhang" ]
[ "https://github.com/mtandhj/sevo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=54wMumO5Qd
poster
Allegator: Alleviating Attention Bias for Visual-Informed Text Generation
[ "Miso Choi", "Jinyoung Kim", "Minseo Yoon", "Ji Soo Lee", "Hyunwoo J. Kim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=53daI9kbvf
poster
2405.18750
T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback
[ "Jiachen Li", "Weixi Feng", "Tsu-Jui Fu", "Xinyi Wang", "S Basu", "Wenhu Chen", "William Yang Wang" ]
https://huggingface.co/papers/2405.18750
[ "https://github.com/Ji4chenLi/t2v-turbo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=52r4XJYzjg
poster
2407.14916
Improving Context-Aware Preference Modeling for Language Models
[ "Silviu Pitis", "Ziang Xiao", "Nicolas Le Roux", "Alessandro Sordoni" ]
https://huggingface.co/papers/2407.14916
[ "" ]
[]
[]
[ "microsoft/rpr" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=52PTSrAQQM
poster
2411.01801
Bootstrapping Top-down Information for Self-modulating Slot Attention
[ "Dongwon Kim", "Seoyeon Kim", "Suha Kwak" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=51HQpkQy3t
poster
2406.08552
DiTFastAttn: Attention Compression for Diffusion Transformer Models
[ "Zhihang Yuan", "Hanling Zhang", "Lu Pu", "Xuefei Ning", "Linfeng Zhang", "Tianchen Zhao", "Shengen Yan", "Guohao Dai", "Yu Wang" ]
https://huggingface.co/papers/2406.08552
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=50nEnmVLRb
poster
Gaussian Process Bandits for Top-k Recommendations
[ "Mohit Yadav", "Cameron N Musco", "Daniel Sheldon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=50aOEfb2km
poster
Exploring Low-Dimensional Subspace in Diffusion Models for Controllable Image Editing
[ "Siyi Chen", "Huijie Zhang", "Minzhe Guo", "Yifu Lu", "Peng Wang", "Qing Qu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4ztP4PujOG
poster
2410.22288
Motion Graph Unleashed: A Novel Approach to Video Prediction
[ "Yiqi Zhong", "Luming Liang", "Bohan Tang", "Ilya Zharkov", "Ulrich Neumann" ]
[ "https://github.com/Kay1794/Motion-Graph-Video-Prediction" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4xDxVQHsbZ
poster
2403.01273
NoMAD-Attention: Efficient LLM Inference on CPUs Through Multiply-add-free Attention
[ "Tianyi Zhang", "Jonah Wonkyu Yi", "Bowen Yao", "Zhaozhuo Xu", "Anshumali Shrivastava" ]
[ "https://github.com/tonyzhang617/nomad-dist" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4wgzkAyi2D
poster
LCGen: Mining in Low-Certainty Generation for View-consistent Text-to-3D
[ "Zeng Tao", "Tong Yang", "Junxiong Lin", "Xinji Mai", "Haoran Wang", "Beining Wang", "Enyu Zhou", "Yan Wang", "Wenqiang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4vp0edVY4o
poster
Continual Learning with Global Alignment
[ "Xueying Bai", "Jinghuan Shang", "Yifan Sun", "Niranjan Balasubramanian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4t3ox9hj3z
poster
2411.06311
When are dynamical systems learned from time series data statistically accurate?
[ "Jeongjin Park", "Nicole Tianjiao Yang", "Nisha Chandramoorthy" ]
[ "https://github.com/ni-sha-c/stacnode" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4syq5cgwA2
poster
2402.17699
Gradient-based Discrete Sampling with Automatic Cyclical Scheduling
[ "Patrick Pynadath", "Riddhiman Bhattacharya", "ARUN NARAYANAN HARIHARAN", "Ruqi Zhang" ]
[ "https://github.com/patrickpynadath1/automatic_cyclical_sampling" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4sueqIwb4o
poster
2202.05404
Regularized Q-Learning
[ "Han-Dong Lim", "Donghwan Lee" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4s5UsBUsUS
poster
2407.02315
VFIMamba: Video Frame Interpolation with State Space Models
[ "Guozhen Zhang", "Chunxu Liu", "Yutao Cui", "Xiaotong Zhao", "Kai Ma", "Limin Wang" ]
https://huggingface.co/papers/2407.02315
[ "https://github.com/mcg-nju/vfimamba" ]
[]
[ "MCG-NJU/VFIMamba_S", "MCG-NJU/VFIMamba", "MCG-NJU/VFIMamba_ckpts" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4rrNcsVPDm
poster
2406.01645
FNP: Fourier Neural Processes for Arbitrary-Resolution Data Assimilation
[ "Kun Chen", "Peng Ye", "Hao Chen", "kang chen", "Tao Han", "Wanli Ouyang", "Tao Chen", "LEI BAI" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4rCZeCZAON
oral
2405.18836
Do Finetti: On Causal Effects for Exchangeable Data
[ "Siyuan Guo", "Chi Zhang", "Karthika Mohan", "Ferenc Huszár", "Bernhard Schölkopf" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4php6bGL2W
poster
Seek Commonality but Preserve Differences: Dissected Dynamics Modeling for Multi-modal Visual RL
[ "Yangru Huang", "Peixi Peng", "Yifan Zhao", "Guangyao Chen", "Yonghong Tian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4pIfc51fGK
poster
Alleviate Anchor-Shift: Explore Blind Spots with Cross-View Reconstruction for Incomplete Multi-View Clustering
[ "Suyuan Liu", "Siwei Wang", "KE LIANG", "Junpu Zhang", "Zhibin Dong", "Tianrui Liu", "En Zhu", "Xinwang Liu", "Kunlun He" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4pCu9c8leX
poster
2410.02237
Key-Grid: Unsupervised 3D Keypoints Detection using Grid Heatmap Features
[ "Chengkai Hou", "Zhengrong Xue", "Bingyang Zhou", "Jinghan Ke", "Lin Shao", "Huazhe Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4oAt5L4lYe
poster
ArkVale: Efficient Generative LLM Inference with Recallable Key-Value Eviction
[ "Renze Chen", "Zhuofeng Wang", "Beiquan Cao", "Tong Wu", "Size Zheng", "Xiuhong Li", "Xuechao Wei", "Shengen Yan", "Meng Li", "Yun Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4neqdBz8eG
poster
2411.01713
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models
[ "Junjiao Tian", "Chengyue Huang", "Zsolt Kira" ]
[ "https://github.com/gt-ripl/selective-projection-decay" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4mzGiMooXM
poster
2409.19967
Magnet: We Never Know How Text-to-Image Diffusion Models Work, Until We Learn How Vision-Language Models Function
[ "Chenyi Zhuang", "Ying Hu", "Pan Gao" ]
[ "https://github.com/i2-multimedia-lab/magnet" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4mxzxYhMuN
oral
2410.06007
Motion Forecasting in Continuous Driving
[ "Nan Song", "Bozhou Zhang", "Xiatian Zhu", "Li Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4lGPSbGe11
poster
Is Cross-validation the Gold Standard to Estimate Out-of-sample Model Performance?
[ "Garud Iyengar", "Henry Lam", "Tianyu Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4kVHI2uXRE
poster
Goal Conditioned Reinforcement Learning for Photo Finishing Tuning
[ "Jiarui Wu", "Yujin Wang", "Lingen Li", "Zhang Fan", "Tianfan Xue" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4jn7KWPHSD
poster
Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
[ "Yibo Miao", "Yinpeng Dong", "Jinlai Zhang", "Lijia Yu", "Xiao Yang", "Xiao-Shan Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4jegYnUMHb
poster
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
[ "Bin-Bin Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4jXaca2NYa
poster
2411.05311
ZOPP: A Framework of Zero-shot Offboard Panoptic Perception for Autonomous Driving
[ "Tao MA", "Hongbin Zhou", "Qiusheng Huang", "Xuemeng Yang", "Jianfei Guo", "Bo Zhang", "Min Dou", "Yu Qiao", "Botian Shi", "Hongsheng Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4jRNkAH15k
poster
2405.14899
DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning
[ "Zijian Zhou", "Xiaoqiang Lin", "Xinyi Xu", "Alok Prakash", "Daniela Rus", "Bryan Kian Hsiang Low" ]
[ "https://github.com/BobbyZhouZijian/detail_release" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4i9xuPEu9w
poster
2407.10967
BECAUSE: Bilinear Causal Representation for Generalizable Offline Model-based Reinforcement Learning
[ "Haohong Lin", "Wenhao Ding", "Jian Chen", "Laixi Shi", "Jiacheng Zhu", "Bo Li", "Ding Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4fSSqpk1sM
oral
2406.19146
Resolving Discrepancies in Compute-Optimal Scaling of Language Models
[ "Tomer Porian", "Mitchell Wortsman", "Jenia Jitsev", "Ludwig Schmidt", "Yair Carmon" ]
https://huggingface.co/papers/2406.19146
[ "https://github.com/formll/resolving-scaling-law-discrepencies" ]
[]
[ "formll/resolving-scaling-law-discrepancies" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4fN2REs0Ma
poster
2409.10559
Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers
[ "Siyu Chen", "Heejune Sheen", "Tianhao Wang", "Zhuoran Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4czwwExZKQ
poster
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
[ "Yiqi Jiang", "Hakki Orhun Akengin", "Ji Zhou", "Mehmet Anil Aslihak", "Yang Li", "Radoslaw Chrapkiewicz", "Oscar Hernandez", "Sadegh Ebrahimi", "Omar Jaidar", "Yanping Zhang", "Hakan Inan", "Christopher Miranda", "Fatih Dinc", "Marta Blanco-Pozo", "Mark Schnitzer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4cU9ZvOkBz
poster
2406.05636
What is my quantum computer good for? Quantum capability learning with physics-aware neural networks
[ "Daniel Hothem", "Ashe Miller", "Timothy Proctor" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4bKEFyUHT4
oral
2411.04732
Convolutional Differentiable Logic Gate Networks
[ "Felix Petersen", "Hilde Kuehne", "Christian Borgelt", "Julian Welzel", "Stefano Ermon" ]
[ "https://github.com/felix-petersen/difflogic" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4bJufOS6No
poster
2410.23623
On Learning Multi-Modal Forgery Representation for Diffusion Generated Video Detection
[ "Xiufeng Song", "Xiao Guo", "Jiache Zhang", "Qirui Li", "LEI BAI", "Xiaoming Liu", "Guangtao Zhai", "Xiaohong Liu" ]
[ "https://github.com/sparklexfantasy/mm-det" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4bINoegDcm
poster
2406.05000
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation
[ "Lianyu Pang", "Jian Yin", "Baoquan Zhao", "Feize Wu", "Fu Lee Wang", "Qing Li", "Xudong Mao" ]
https://huggingface.co/papers/2406.05000
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4aEwZkWB5z
oral
A Near-optimal Algorithm for Learning Margin Halfspaces with Massart Noise
[ "Ilias Diakonikolas", "Nikos Zarifis" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4Zt7S0B0Jp
poster
2402.10200
Chain-of-Thought Reasoning Without Prompting
[ "Xuezhi Wang", "Denny Zhou" ]
https://huggingface.co/papers/2402.10200
[ "" ]
[ "codelion/optillm", "fabiodr/optillm" ]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4ZH48aGD60
poster
2406.10490
Active, anytime-valid risk controlling prediction sets
[ "Ziyu Xu", "Nikos Karampatziakis", "Paul Mineiro" ]
[ "https://github.com/neilzxu/active-rcps" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4Z7RZixpJQ
poster
ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention
[ "Mingchen Li", "Yang Tan", "Xinzhu Ma", "Bozitao Zhong", "Huiqun Yu", "Ziyi Zhou", "Wanli Ouyang", "Bingxin Zhou", "Pan Tan", "Liang Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4Yj7L9Kt7t
poster
Taming Heavy-Tailed Losses in Adversarial Bandits and the Best-of-Both-Worlds Setting
[ "Duo Cheng", "Xingyu Zhou", "Bo Ji" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4XTvXMSZPO
poster
2406.11896
DigiRL: Training In-The-Wild Device-Control Agents with Autonomous Reinforcement Learning
[ "Hao Bai", "Yifei Zhou", "Jiayi Pan", "Mert Cemri", "Alane Suhr", "Sergey Levine", "Aviral Kumar" ]
https://huggingface.co/papers/2406.11896
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4XIKfvNYvx
poster
2404.19733
Iterative Reasoning Preference Optimization
[ "Richard Yuanzhe Pang", "Weizhe Yuan", "He He", "Kyunghyun Cho", "Sainbayar Sukhbaatar", "Jason E Weston" ]
https://huggingface.co/papers/2404.19733
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4WIBvL6ZF4
poster
Dynamic Subgroup Identification in Covariate-adjusted Response-adaptive Randomization Experiments
[ "Yanping Li", "Jingshen Wang", "Waverly Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4VWnC5unAV
poster
2405.19585
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
[ "Elizabeth Collins-Woodfin", "Inbar Seroussi", "Begoña García Malaxechebarría", "Andrew Mackenzie", "Elliot Paquette", "Courtney Paquette" ]
[ "https://github.com/amackenzie1/highline2024" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4VL5QWQFBV
poster
Disentangled Style Domain for Implicit z-Watermark Towards Copyright Protection
[ "Junqiang Huang", "Zhaojun Guo", "Ge Luo", "Zhenxing Qian", "Sheng Li", "Xinpeng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4UvMOnZMam
poster
2409.01449
Real-Time Recurrent Learning using Trace Units in Reinforcement Learning
[ "Esraa Elelimy", "Adam White", "Michael Bowling", "Martha White" ]
[ "https://github.com/esraaelelimy/rtus" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4Un2TD9bNe
poster
Rethinking Memory and Communication Costs for Efficient Data Parallel Training of Large Language Models
[ "Hanxiao Zhang", "Lin JU", "Chan Wu", "Jinjing Huang", "Youshao Xiao", "Zhenglei Zhou", "Zhiming fan", "Zhaoxin Huan", "Siyuan Li", "Fanzhuang Meng", "Lei Liang", "Xiaolu Zhang", "JUN ZHOU" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4UReW4Ez6s
poster
Provably Optimal Memory Capacity for Modern Hopfield Models: Transformer-Compatible Dense Associative Memories as Spherical Codes
[ "Jerry Yao-Chieh Hu", "Dennis Wu", "Han Liu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4U18ZoRXTD
poster
2406.08920
AV-GS: Learning Material and Geometry Aware Priors for Novel View Acoustic Synthesis
[ "Swapnil Bhosale", "Haosen Yang", "Diptesh Kanojia", "Jiankang Deng", "Xiatian Zhu" ]
https://huggingface.co/papers/2406.08920
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4TlUE0ufiz
poster
2402.06529
Introspective Planning: Aligning Robots' Uncertainty with Inherent Task Ambiguity
[ "Kaiqu Liang", "Zixu Zhang", "Jaime Fernández Fisac" ]
[ "https://github.com/kevinliang888/IntroPlan" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4TENzBftZR
poster
2405.15223
iVideoGPT: Interactive VideoGPTs are Scalable World Models
[ "Jialong Wu", "Shaofeng Yin", "Ningya Feng", "Xu He", "Dong Li", "Jianye HAO", "Mingsheng Long" ]
https://huggingface.co/papers/2405.15223
[ "https://github.com/thuml/iVideoGPT" ]
[]
[ "thuml/ivideogpt-oxe-64-act-free" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4SAR7IRqmB
poster
On the Complexity of Teaching a Family of Linear Behavior Cloning Learners
[ "Shubham Kumar Bharti", "Stephen Wright", "Adish Singla", "Jerry Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4OJdZhcwBb
poster
A Method for Evaluating Hyperparameter Sensitivity in Reinforcement Learning
[ "Jacob Adkins", "Michael Bowling", "Adam White" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4NQ24cHnOi
oral
2405.16663
Private Edge Density Estimation for Random Graphs: Optimal, Efficient and Robust
[ "Hongjie Chen", "Jingqiu Ding", "Yiding Hua", "David Steurer" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4NJBV6Wp0h
oral
2404.13076
LLM Evaluators Recognize and Favor Their Own Generations
[ "Arjun Panickssery", "Samuel R. Bowman", "Shi Feng" ]
https://huggingface.co/papers/2404.13076
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4NGrHrhJPx
poster
The Dormant Neuron Phenomenon in Multi-Agent Reinforcement Learning Value Factorization
[ "Haoyuan Qin", "Chennan Ma", "Mian Deng", "Zhengzhu Liu", "Songzhu Mei", "Xinwang Liu", "Cheng Wang", "Siqi Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=4NGlu45uyt
poster
2405.14532
Aligning Embeddings and Geometric Random Graphs: Informational Results and Computational Approaches for the Procrustes-Wasserstein Problem
[ "Mathieu Even", "Luca Ganassali", "Jakob Maier", "Laurent Massoulié" ]
[ "" ]
[]
[]
[]
NeurIPS2024