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IAMJB
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paper_conference_aggregate

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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=347aDObXEa
poster
Geometry Awakening: Cross-Geometry Learning Exhibits Superiority over Individual Structures
[ "Yadong Sun", "Xiaofeng Cao", "Yu Wang", "Wei Ye", "Jingcai Guo", "Qing Guo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=337dHOexCM
poster
Retrieval Fine-Tuning for In-Context Tabular Models
[ "Valentin Thomas", "Junwei Ma", "Rasa Hosseinzadeh", "Keyvan Golestan", "Guangwei Yu", "Maksims Volkovs", "Anthony L. Caterini" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=32g9BWTndc
poster
2408.14512
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddings
[ "Duo Wang", "Yuan Zuo", "Fengzhi Li", "Junjie Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=32Z3nfCnwa
poster
2410.12713
How Does Variance Shape the Regret in Contextual Bandits?
[ "Zeyu Jia", "Jian Qian", "Alexander Rakhlin", "Chen-Yu Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=31xWlIdxTm
poster
2409.20441
Instance-adaptive Zero-shot Chain-of-Thought Prompting
[ "Xiaosong Yuan", "Chen Shen", "Shaotian Yan", "Xiao Feng Zhang", "Liang Xie", "Wenxiao Wang", "Renchu Guan", "Ying Wang", "Jieping Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=30NS22tgCW
poster
2307.03288
Optimal Scalarizations for Sublinear Hypervolume Regret
[ "Qiuyi Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2zWbzx50mH
poster
2406.11779
Compact Proofs of Model Performance via Mechanistic Interpretability
[ "Jason Gross", "Rajashree Agrawal", "Thomas Kwa", "Euan Ong", "Chun Hei Yip", "Alex Gibson", "Soufiane Noubir", "Lawrence Chan" ]
[ "https://github.com/jasongross/guarantees-based-mechanistic-interpretability-with-data" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2xTkeyJFJb
oral
2409.18409
Generative Retrieval Meets Multi-Graded Relevance
[ "Yubao Tang", "Ruqing Zhang", "Jiafeng Guo", "Maarten de Rijke", "Wei Chen", "Xueqi Cheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2wlNnIqCb7
poster
Bridging semantics and pragmatics in information-theoretic emergent communication
[ "Eleonora Gualdoni", "Mycal Tucker", "Roger P. Levy", "Noga Zaslavsky" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2wfd3pti8v
oral
2403.00158
Automated Efficient Estimation using Monte Carlo Efficient Influence Functions
[ "Raj Agrawal", "Sam Witty", "Andy Zane", "Eli Bingham" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2wMJ4wq4az
poster
Exploring Fixed Point in Image Editing: Theoretical Support and Convergence Optimization
[ "chen hang", "Zhe Ma", "Haoming Chen", "Xuwei Fang", "Weisheng Xie", "Faming Fang", "Guixu Zhang", "Hongbin Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2vywag2lVC
poster
2407.10775
Last-Iterate Global Convergence of Policy Gradients for Constrained Reinforcement Learning
[ "Alessandro Montenegro", "Marco Mussi", "Matteo Papini", "Alberto Maria Metelli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2vMvh5XP0P
poster
Subsurface Scattering for Gaussian Splatting
[ "Jan-Niklas Dihlmann", "Arjun Majumdar", "Andreas Engelhardt", "Raphael Braun", "Hendrik Lensch" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2uy3LZHNIG
poster
2405.15677
SMART: Scalable Multi-agent Real-time Motion Generation via Next-token Prediction
[ "Wei Wu", "Xiaoxin Feng", "Ziyan Gao", "Yuheng KAN" ]
[ "https://github.com/rainmaker22/SMART" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2squ766Iq4
poster
Towards Understanding Extrapolation: a Causal Lens
[ "Lingjing Kong", "Guangyi Chen", "Petar Stojanov", "Haoxuan Li", "Eric P. Xing", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2pgc5xDJ1b
poster
Externally Valid Policy Evaluation from Randomized Trials Using Additional Observational Data
[ "Sofia Ek", "Dave Zachariah" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2oZea6pKhl
poster
2405.14014
RadarOcc: Robust 3D Occupancy Prediction with 4D Imaging Radar
[ "Fangqiang Ding", "Xiangyu Wen", "Yunzhou Zhu", "Yiming Li", "Chris Xiaoxuan Lu" ]
[ "https://github.com/toytiny/radarocc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2nvkD0sPOk
poster
2410.08983
DEL: Discrete Element Learner for Learning 3D Particle Dynamics with Neural Rendering
[ "Jiaxu Wang", "Jingkai SUN", "Ziyi Zhang", "Junhao He", "Qiang Zhang", "Mingyuan Sun", "Renjing Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2nisrxMMQR
poster
2411.01432
Meta-Exploiting Frequency Prior for Cross-Domain Few-Shot Learning
[ "Fei Zhou", "Peng Wang", "Lei Zhang", "Zhenghua Chen", "Wei Wei", "Chen Ding", "Guosheng Lin", "Yanning Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2n1Ysn1EDl
poster
2406.07592
MambaLRP: Explaining Selective State Space Sequence Models
[ "Farnoush Rezaei Jafari", "Grégoire Montavon", "Klaus Robert Muller", "Oliver Eberle" ]
[ "https://github.com/FarnoushRJ/MambaLRP" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2mqiTiJKrx
poster
2406.10738
Adaptive Experimentation When You Can't Experiment
[ "Yao Zhao", "Kwang-Sung Jun", "Tanner Fiez", "Lalit K Jain" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2ltOkbo67R
poster
2402.08126
Contextual Multinomial Logit Bandits with General Value Functions
[ "Mengxiao Zhang", "Haipeng Luo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2lL7s5ESTj
poster
Replicability in Learning: Geometric Partitions and KKM-Sperner Lemma
[ "Jason Vander Woude", "Peter Dixon", "A. Pavan", "Jamie Radcliffe", "N. V. Vinodchandran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2kZMtdjzSV
poster
Beyond task diversity: provable representation transfer for sequential multitask linear bandits
[ "Thang Duong", "Zhi Wang", "Chicheng Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2jjfRm2R6D
poster
Multi-language Diversity Benefits Autoformalization
[ "Albert Q. Jiang", "Wenda Li", "Mateja Jamnik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2hqHWD7wDb
poster
2405.20390
Quantitative Convergences of Lie Group Momentum Optimizers
[ "Lingkai Kong", "Molei Tao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2gtNa14V45
poster
OneActor: Consistent Subject Generation via Cluster-Conditioned Guidance
[ "Jiahao Wang", "Caixia Yan", "Haonan Lin", "Weizhan Zhang", "Mengmeng Wang", "Tieliang Gong", "Guang Dai", "Hao Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2fiYzs3YkH
poster
2406.06959
Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems
[ "Jiawei Zhang", "Jiaxin Zhuang", "Cheng Jin", "Gen Li", "Yuantao Gu" ]
[ "https://github.com/weigerzan/projdiff" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2dfBpyqh0A
poster
Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images
[ "Shengjun Zhang", "Xin Fei", "Fangfu Liu", "Haixu Song", "Yueqi Duan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2cczgOfMP4
poster
2406.09136
Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs
[ "Xuan Zhang", "Chao Du", "Tianyu Pang", "Qian Liu", "Wei Gao", "Min Lin" ]
https://huggingface.co/papers/2406.09136
[ "https://github.com/sail-sg/cpo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2cQ3lPhkeO
poster
2405.16436
Provably Mitigating Overoptimization in RLHF: Your SFT Loss is Implicitly an Adversarial Regularizer
[ "Zhihan Liu", "Miao Lu", "Shenao Zhang", "Boyi Liu", "Hongyi Guo", "Yingxiang Yang", "Jose Blanchet", "Zhaoran Wang" ]
https://huggingface.co/papers/2405.16436
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2cFUYnNL1m
poster
Weight Diffusion for Future: Learn to Generalize in Non-Stationary Environments
[ "Mixue Xie", "Shuang Li", "Binhui Xie", "Chi Harold Liu", "Jian Liang", "Zixun Sun", "Ke Feng", "Chengwei Zhu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2bon4HLFkN
poster
IR-CM: The Fast and Universal Image Restoration Method Based on Consistency Model
[ "Xiaoxuan Gong", "Jie Ma" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2bdSnxeQcW
oral
2405.14082
Exclusively Penalized Q-learning for Offline Reinforcement Learning
[ "Junghyuk Yeom", "Yonghyeon Jo", "Jeongmo Kim", "Sanghyeon Lee", "Seungyul Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2aGcshccuV
oral
2312.00170
When Is Inductive Inference Possible?
[ "Zhou Lu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2YSHEBRRol
poster
2402.12416
Aligning Individual and Collective Objectives in Multi-Agent Cooperation
[ "Yang Li", "Wenhao Zhang", "Jianhong Wang", "Shao Zhang", "Yali Du", "Ying Wen", "Wei Pan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2YPdpWzEsF
poster
2405.17815
Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
[ "Haogeng Liu", "Quanzeng You", "Xiaotian Han", "Yongfei Liu", "Huaibo Huang", "Ran He", "Hongxia Yang" ]
https://huggingface.co/papers/2405.17815
[ "https://github.com/liuhaogeng/anchor-former" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2WQjNXZbhR
poster
Dendritic Integration Inspired Artificial Neural Networks Capture Data Correlation
[ "Chongming Liu", "Jingyang Ma", "Songting Li", "Douglas Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2V5LTfhcfd
poster
Partial Transportability for Domain Generalization
[ "Kasra Jalaldoust", "Alexis Bellot", "Elias Bareinboim" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2UJLv3KPGO
poster
2405.08027
Automating Data Annotation under Strategic Human Agents: Risks and Potential Solutions
[ "Tian Xie", "Xueru Zhang" ]
[ "https://github.com/osu-srml/automating-data-annotation-under-strategic-human-agents" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2TktDpGqNM
oral
2407.01032
Overcoming Common Flaws in the Evaluation of Selective Classification Systems
[ "Jeremias Traub", "Till J. Bungert", "Carsten T. Lüth", "Michael Baumgartner", "Klaus Maier-Hein", "Lena Maier-hein", "Paul F Jaeger" ]
[ "https://github.com/iml-dkfz/fd-shifts" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2TXDHUqyrQ
poster
2401.15443
DiffuserLite: Towards Real-time Diffusion Planning
[ "Zibin Dong", "Jianye HAO", "Yifu Yuan", "Fei Ni", "Yitian Wang", "Pengyi Li", "YAN ZHENG" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2RS0fL7Eet
poster
2405.19463
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data
[ "Xuxing Chen", "Abhishek Roy", "Yifan Hu", "Krishna Balasubramanian" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2QvCOFw058
poster
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
[ "Xixi Jia", "Fangchen FENG", "Deyu Meng", "Defeng Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2NfBBpbN9x
poster
Utilizing Image Transforms and Diffusion Models for Generative Modeling of Short and Long Time Series
[ "Ilan Naiman", "Nimrod Berman", "Itai Pemper", "Idan Arbiv", "Gal Fadlon", "Omri Azencot" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2NKumsITFw
poster
Learning from Noisy Labels via Conditional Distributionally Robust Optimization
[ "Hui Guo", "Grace Yi", "Boyu Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2LuSHTFWzK
poster
2411.05097
On the cohesion and separability of average-link for hierarchical agglomerative clustering
[ "Eduardo Sany Laber", "Miguel A. Batista" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2LctgfN6Ty
poster
2406.05882
Distributional Preference Alignment of LLMs via Optimal Transport
[ "Igor Melnyk", "Youssef Mroueh", "Brian Belgodere", "Mattia Rigotti", "Apoorva Nitsure", "Mikhail Yurochkin", "Kristjan Greenewald", "Jiri Navratil", "Jarret Ross" ]
https://huggingface.co/papers/2406.05882
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2LRZhbTDtA
poster
2411.01739
Not Just Object, But State: Compositional Incremental Learning without Forgetting
[ "Yanyi Zhang", "Binglin Qiu", "Qi Jia", "Yu Liu", "Ran He" ]
[ "https://github.com/Yanyi-Zhang/CompILer" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2KuZHYykkq
poster
Mini-Sequence Transformers: Optimizing Intermediate Memory for Long Sequences Training
[ "Cheng Luo", "Jiawei Zhao", "Zhuoming Chen", "Beidi Chen", "Anima Anandkumar" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2Inwtjvyx8
poster
Revisiting Adversarial Patches for Designing Camera-Agnostic Attacks against Person Detection
[ "Hui Wei", "Zhixiang Wang", "Kewei Zhang", "Jiaqi Hou", "Yuanwei Liu", "Hao Tang", "Zheng Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2INcTKPBy4
poster
2404.04931
The Sample Complexity of Gradient Descent in Stochastic Convex Optimization
[ "Roi Livni" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2HvgvB4aWq
oral
2406.01486
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos
[ "Luigi Seminara", "Giovanni Maria Farinella", "Antonino Furnari" ]
[ "https://github.com/fpv-iplab/differentiable-task-graph-learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2GQeCbhxVy
poster
2408.16852
The Star Geometry of Critic-Based Regularizer Learning
[ "Oscar Leong", "Eliza O'Reilly", "Yong Sheng Soh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=2AIwiIkE0s
poster
Vision Transformer Neural Architecture Search for Out-of-Distribution Generalization: Benchmark and Insights
[ "Sy-Tuyen Ho", "Tuan Van Vo", "Somayeh Ebrahimkhani", "Ngai-man Cheung" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=28bFUt6rUY
poster
2410.07133
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
[ "Rui Zhao", "Hangjie Yuan", "Yujie Wei", "Shiwei Zhang", "Yuchao Gu", "Lingmin Ran", "Xiang Wang", "Jay Zhangjie Wu", "David Junhao Zhang", "Yingya Zhang", "Mike Zheng Shou" ]
https://huggingface.co/papers/2410.07133
[ "https://github.com/showlab/evolvedirector" ]
[]
[ "ruizhaocv/Edgen" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=26BdXIY3ik
poster
TFGDA: Exploring Topology and Feature Alignment in Semi-supervised Graph Domain Adaptation through Robust Clustering
[ "Jun Dan", "Weiming Liu", "Chunfeng Xie", "Hua Yu", "Shunjie Dong", "Yanchao Tan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=266nH7kLSV
poster
Temporal Graph Neural Tangent Kernel with Graphon-Guaranteed
[ "Katherine Tieu", "Dongqi Fu", "Yada Zhu", "Hendrik Hamann", "Jingrui He" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=25Ioxw576r
oral
2405.05254
You Only Cache Once: Decoder-Decoder Architectures for Language Models
[ "Yutao Sun", "Li Dong", "Yi Zhu", "Shaohan Huang", "Wenhui Wang", "Shuming Ma", "Quanlu Zhang", "Jianyong Wang", "Furu Wei" ]
https://huggingface.co/papers/2405.05254
[ "https://github.com/microsoft/unilm/blob/master/YOCO/README.md" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=232VcN8tSx
oral
GREATS: Online Selection of High-Quality Data for LLM Training in Every Iteration
[ "Jiachen T. Wang", "Tong Wu", "Dawn Song", "Prateek Mittal", "Ruoxi Jia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=21tn63ee15
poster
2405.14702
G3: An Effective and Adaptive Framework for Worldwide Geolocalization Using Large Multi-Modality Models
[ "Pengyue Jia", "Yiding Liu", "Xiaopeng Li", "Xiangyu Zhao", "Yuhao Wang", "Yantong Du", "Xiao Han", "Xuetao Wei", "Shuaiqiang Wang", "Dawei Yin" ]
https://huggingface.co/papers/2405.14702
[ "https://github.com/applied-machine-learning-lab/g3" ]
[]
[]
[ "Jia-py/MP16-Pro" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=20QgErW5zH
poster
2405.14674
Drones Help Drones: A Collaborative Framework for Multi-Drone Object Trajectory Prediction and Beyond
[ "Zhechao Wang", "Peirui Cheng", "Minxing Chen", "Pengju Tian", "Zhirui Wang", "Xinming Li", "Xue Yang", "Xian Sun" ]
[ "https://github.com/wangzcbruce/dhd" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=204YOrDHny
oral
2406.03334
Reparameterization invariance in approximate Bayesian inference
[ "Hrittik Roy", "Marco Miani", "Carl Henrik Ek", "Philipp Hennig", "Marvin Pförtner", "Lukas Tatzel", "Søren Hauberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ziIqFo4Tj
poster
HOPE: Shape Matching Via Aligning Different K-hop Neighbourhoods
[ "Barakeel Fanseu Kamhoua", "Huamin Qu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1zVinhehks
poster
2408.11370
Graph Classification via Reference Distribution Learning: Theory and Practice
[ "Zixiao Wang", "Jicong Fan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1wxFznQWhp
poster
2410.18808
Delving into the Reversal Curse: How Far Can Large Language Models Generalize?
[ "Zhengkai Lin", "Zhihang Fu", "Kai Liu", "Liang Xie", "Binbin Lin", "Wenxiao Wang", "Deng Cai", "Yue Wu", "Jieping Ye" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1we1V3MAHD
oral
2406.17758
MotionBooth: Motion-Aware Customized Text-to-Video Generation
[ "Jianzong Wu", "Xiangtai Li", "Yanhong Zeng", "Jiangning Zhang", "Qianyu Zhou", "Yining Li", "Yunhai Tong", "Kai Chen" ]
https://huggingface.co/papers/2406.17758
[ "" ]
[]
[ "jianzongwu/MotionBooth" ]
[ "jianzongwu/MotionBooth" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1vPqOmqSfO
poster
2409.15008
Sketched Lanczos uncertainty score: a low-memory summary of the Fisher information
[ "Marco Miani", "Lorenzo Beretta", "Søren Hauberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1v4gKsyGfe
poster
2405.16747
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective
[ "Akiyoshi Tomihari", "Issei Sato" ]
[ "https://github.com/tom4649/lp-ft_ntk" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1v0BPTR3AA
poster
Generalized Tensor Decomposition for Understanding Multi-Output Regression under Combinatorial Shifts
[ "Andong Wang", "Yuning Qiu", "Mingyuan Bai", "Zhong Jin", "Guoxu Zhou", "Qibin Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1u3qkG7BkQ
poster
2405.15388
Language-Driven Interactive Traffic Trajectory Generation
[ "Junkai XIA", "Chenxin Xu", "Qingyao Xu", "Yanfeng Wang", "Siheng Chen" ]
[ "https://github.com/x1a-jk/interacttraj" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1sLdprsbmk
poster
2409.19808
Can Models Learn Skill Composition from Examples?
[ "Haoyu Zhao", "Simran Kaur", "Dingli Yu", "Anirudh Goyal", "Sanjeev Arora" ]
https://huggingface.co/papers/2409.19808
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1qfdCAXn6K
poster
Wasserstein Distance Rivals Kullback-Leibler Divergence for Knowledge Distillation
[ "Jiaming Lv", "Haoyuan Yang", "Peihua Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ptdkwZbMG
poster
2409.09016
Closed-Loop Visuomotor Control with Generative Expectation for Robotic Manipulation
[ "Qingwen Bu", "Jia Zeng", "Li Chen", "Yanchao Yang", "Guyue Zhou", "Junchi Yan", "Ping Luo", "Heming Cui", "Yi Ma", "Hongyang Li" ]
https://huggingface.co/papers/2409.09016
[ "https://github.com/OpenDriveLab/CLOVER" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1po4j1Tv7O
poster
2405.10624
Sample-Efficient Constrained Reinforcement Learning with General Parameterization
[ "Washim Uddin Mondal", "Vaneet Aggarwal" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ojAkTylz4
poster
2410.14488
ANT: Adaptive Noise Schedule for Time Series Diffusion Models
[ "Seunghan Lee", "Kibok Lee", "Taeyoung Park" ]
[ "https://github.com/seunghan96/ant" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1mAaewThcz
poster
2404.03139
Theoretical and Empirical Insights into the Origins of Degree Bias in Graph Neural Networks
[ "Arjun Subramonian", "Jian Kang", "Yizhou Sun" ]
[ "https://github.com/arjunsubramonian/degree-bias-exploration" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1l9cEyFmxg
poster
2410.13136
Unlocking the Capabilities of Masked Generative Models for Image Synthesis via Self-Guidance
[ "Jiwan Hur", "Dong-Jae Lee", "Gyojin Han", "Jaehyun Choi", "Yunho Jeon", "Junmo Kim" ]
https://huggingface.co/papers/2410.13136
[ "https://github.com/jiwanhur/unlockmgm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1kyc4TSOFZ
poster
Does Egalitarian Fairness Lead to Instability? The Fairness Bounds in Stable Federated Learning Under Altruistic Behaviors
[ "Jiashi Gao", "Ziwei Wang", "Xiangyu Zhao", "Xin Yao", "Xuetao Wei" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1jG5ngXVs3
poster
2409.18128
FlowTurbo: Towards Real-time Flow-Based Image Generation with Velocity Refiner
[ "Wenliang Zhao", "Minglei Shi", "Xumin Yu", "Jie Zhou", "Jiwen Lu" ]
[ "https://github.com/shiml20/flowturbo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1iHmhMHNyA
poster
2402.14744
Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
[ "Jiawei Wang", "Renhe Jiang", "Chuang Yang", "Zengqing Wu", "Makoto Onizuka", "Ryosuke Shibasaki", "Noboru Koshizuka", "Chuan Xiao" ]
[ "https://github.com/wangjw6/llmob" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1f82rnwCbl
poster
2405.19946
Learning to Discuss Strategically: A Case Study on One Night Ultimate Werewolf
[ "Xuanfa Jin", "Ziyan Wang", "Yali Du", "Meng Fang", "Haifeng Zhang", "Jun Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1e3MOwHSIX
poster
2407.08818
MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based Tokenization
[ "Orevaoghene Ahia", "Sachin Kumar", "Hila Gonen", "Valentin Hofmann", "Tomasz Limisiewicz", "Yulia Tsvetkov", "Noah A. Smith" ]
https://huggingface.co/papers/2407.08818
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1dpmeH6IHa
poster
2408.14180
I2EBench: A Comprehensive Benchmark for Instruction-based Image Editing
[ "Yiwei Ma", "Jiayi Ji", "Ke Ye", "Weihuang Lin", "zhibin wang", "Yonghan Zheng", "Qiang Zhou", "Xiaoshuai Sun", "Rongrong Ji" ]
[ "https://github.com/cocoshe/i2ebench" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1cXdndzkxU
poster
2404.14202
An Adaptive Approach for Infinitely Many-armed Bandits under Generalized Rotting Constraints
[ "Jung-hun Kim", "Milan Vojnovic", "Se-Young Yun" ]
[ "https://github.com/junghunkim7786/an-adaptive-approach-for-infinitely-many-armed-bandits-under-generalized-rotting-constraints" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1c9XHlHTs7
poster
2407.03065
Warm-up Free Policy Optimization: Improved Regret in Linear Markov Decision Processes
[ "Asaf Cassel", "Aviv Rosenberg" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1YGgaouVgZ
poster
2410.23677
Wide Two-Layer Networks can Learn from Adversarial Perturbations
[ "Soichiro Kumano", "Hiroshi Kera", "Toshihiko Yamasaki" ]
[ "https://github.com/s-kumano/perturbation-learning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1WtEqReCyS
oral
2405.16915
Multilingual Diversity Improves Vision-Language Representations
[ "Thao Nguyen", "Matthew Wallingford", "Sebastin Santy", "Wei-Chiu Ma", "Sewoong Oh", "Ludwig Schmidt", "Pang Wei Koh", "Ranjay Krishna" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1SmXUGzrH8
poster
FineStyle: Fine-grained Controllable Style Personalization for Text-to-image Models
[ "Gong Zhang", "Kihyuk Sohn", "Meera Hahn", "Humphrey Shi", "Irfan Essa" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1PmsSugB87
poster
Evidential Stochastic Differential Equations for Time-Aware Sequential Recommendation
[ "Krishna Prasad Neupane", "Ervine Zheng", "Qi Yu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1PcJ5Evta7
poster
BackdoorAlign: Mitigating Fine-tuning based Jailbreak Attack with Backdoor Enhanced Safety Alignment
[ "Jiongxiao Wang", "Jiazhao Li", "Yiquan Li", "Xiangyu Qi", "Junjie Hu", "Yixuan Li", "Patrick McDaniel", "Muhao Chen", "Bo Li", "Chaowei Xiao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1PNwacZYik
poster
2405.15769
FastDrag: Manipulate Anything in One Step
[ "Xuanjia Zhao", "Jian Guan", "Congyi Fan", "Dongli Xu", "Youtian Lin", "Haiwei Pan", "Pengming Feng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1PCsDNG6Jg
poster
2405.15599
On the Computational Landscape of Replicable Learning
[ "Alkis Kalavasis", "Amin Karbasi", "Grigoris Velegkas", "Felix Zhou" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1ONdF1JHyJ
poster
2409.19608
Causal Deciphering and Inpainting in Spatio-Temporal Dynamics via Diffusion Model
[ "Yifan Duan", "Jian Zhao", "pengcheng", "Junyuan Mao", "Hao Wu", "Jingyu Xu", "shilong wang", "Caoyuan Ma", "Kai Wang", "Kun Wang", "Xuelong Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1MCseWaFZb
poster
2406.10455
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
[ "Shayan Shekarforoush", "David B. Lindell", "Marcus A Brubaker", "David J. Fleet" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1M67AdMBbg
poster
Multi-view Masked Contrastive Representation Learning for Endoscopic Video Analysis
[ "Kai Hu", "Ye Xiao", "Yuan Zhang", "Xieping Gao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1L5vaNIoK5
poster
2405.19424
Diffusion Policy Attacker: Crafting Adversarial Attacks for Diffusion-based Policies
[ "Yipu Chen", "Haotian Xue", "Yongxin Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1IU3P8VDbn
poster
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
[ "Haoang Chi", "He Li", "Wenjing Yang", "Feng Liu", "Long Lan", "Xiaoguang Ren", "Tongliang Liu", "Bo Han" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1H2e7USI09
poster
Flow Priors for Linear Inverse Problems via Iterative Corrupted Trajectory Matching
[ "Yasi Zhang", "Peiyu Yu", "Yaxuan Zhu", "Yingshan Chang", "Feng Gao", "Ying Nian Wu", "Oscar Leong" ]
[ "https://github.com/yasminzhang/ictm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=1GpY0hsv2w
poster
Trajectory Diffusion for ObjectGoal Navigation
[ "Xinyao Yu", "Sixian Zhang", "Xinhang Song", "Xiaorong Qin", "Shuqiang Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024