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NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hOcsUrOY0D
poster
2407.02191
Attack-Aware Noise Calibration for Differential Privacy
[ "Bogdan Kulynych", "Juan Felipe Gomez", "Georgios Kaissis", "Flavio Calmon", "Carmela Troncoso" ]
[ "https://github.com/bogdan-kulynych/riskcal" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hNlk9cIGo9
poster
2410.18391
Faster Algorithms for User-Level Private Stochastic Convex Optimization
[ "Andrew Lowy", "Daogao Liu", "Hilal Asi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hLoiXOzoly
poster
2305.03136
Contrastive losses as generalized models of global epistasis
[ "David H Brookes", "Jakub Otwinowski", "Sam Sinai" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hKloKv7pR2
poster
2410.14069
Rethinking Optimal Transport in Offline Reinforcement Learning
[ "Arip Asadulaev", "Rostislav Korst", "Alexander Korotin", "Vage Egiazarian", "Andrey Filchenkov", "Evgeny Burnaev" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hKcx2wa3P0
poster
On the Target-kernel Alignment: a Unified Analysis with Kernel Complexity
[ "Chao Wang", "Xin HE", "Yuwen Wang", "Junhui Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hKVTwQQu76
poster
2406.02040
DFA-GNN: Forward Learning of Graph Neural Networks by Direct Feedback Alignment
[ "Gongpei Zhao", "Tao Wang", "Congyan Lang", "Yi Jin", "Yidong Li", "Haibin Ling" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hK7XTpCtBi
poster
2406.10631
Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms
[ "Yang Cai", "Gabriele Farina", "Julien Grand-Clément", "Christian Kroer", "Chung-Wei Lee", "Haipeng Luo", "Weiqiang Zheng" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hH4bPkOhhh
poster
2410.21616
Identifying Selections for Unsupervised Subtask Discovery
[ "Yiwen Qiu", "Yujia Zheng", "Kun Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hGgkdFF2hR
poster
2411.10555
Low-Rank Optimal Transport through Factor Relaxation with Latent Coupling
[ "Peter Halmos", "Xinhao Liu", "Julian Gold", "Benjamin Raphael" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hFTye9Ge40
poster
2402.10429
Fixed Confidence Best Arm Identification in the Bayesian Setting
[ "Kyoungseok Jang", "Junpei Komiyama", "Kazutoshi Yamazaki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hF6vatntqc
poster
2408.12186
Transformers are Minimax Optimal Nonparametric In-Context Learners
[ "Juno Kim", "Tai Nakamaki", "Taiji Suzuki" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hEKSSsv5Q9
poster
DLAD: Improving Logits-based Detector without Logits from Black-box LLMs
[ "Cong Zeng", "Shengkun Tang", "Xianjun Yang", "Yuanzhou Chen", "Yiyou Sun", "zhiqiang xu", "Yao Li", "Haifeng Chen", "Wei Cheng", "Dongkuan Xu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hE6ZxU0N3c
poster
2406.11384
Understanding Multi-Granularity for Open-Vocabulary Part Segmentation
[ "Jiho Choi", "Seonho Lee", "Seungho Lee", "Minhyun Lee", "Hyunjung Shim" ]
[ "https://github.com/kaist-cvml-lab/part-clipseg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hD9TUV4xdz
poster
2405.14578
Surge Phenomenon in Optimal Learning Rate and Batch Size Scaling
[ "Shuaipeng Li", "Penghao Zhao", "Hailin Zhang", "Samm Sun", "Hao Wu", "Dian Jiao", "Weiyan Wang", "Chengjun Liu", "Zheng Fang", "Jinbao Xue", "Yangyu Tao", "Bin CUI", "Di Wang" ]
https://huggingface.co/papers/2405.14578
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hD8Et4uZ1o
poster
2406.01577
An Equivalence Between Static and Dynamic Regret Minimization
[ "Andrew Jacobsen", "Francesco Orabona" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hCOuip5Ona
poster
Continuous Partitioning for Graph-Based Semi-Supervised Learning
[ "Chester Holtz", "Pengwen Chen", "Zhengchao Wan", "Chung-Kuan Cheng", "Gal Mishne" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hBCxxVQDBw
poster
2407.19115
Towards Scalable and Stable Parallelization of Nonlinear RNNs
[ "Xavier Gonzalez", "Andrew Warrington", "Jimmy T.H. Smith", "Scott Linderman" ]
[ "https://github.com/lindermanlab/elk" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=hB5NkiET32
poster
Detecting Bugs with Substantial Monetary Consequences by LLM and Rule-based Reasoning
[ "Brian Zhang", "ZHUO ZHANG" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h6o6qXLmHZ
poster
Dissect Black Box: Interpreting for Rule-Based Explanations in Unsupervised Anomaly Detection
[ "Yu Zhang", "Ruoyu Li", "Nengwu Wu", "Qing Li", "Xinhan Lin", "Yang Hu", "Tao Li", "Yong Jiang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h6nSE8AWCT
poster
2410.24037
TPC: Test-time Procrustes Calibration for Diffusion-based Human Image Animation
[ "Sunjae Yoon", "Gwanhyeong Koo", "Younghwan Lee", "Chang D. Yoo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h5zYGF68KH
poster
2405.14822
PaGoDA: Progressive Growing of a One-Step Generator from a Low-Resolution Diffusion Teacher
[ "Dongjun Kim", "Chieh-Hsin Lai", "Wei-Hsiang Liao", "Yuhta Takida", "Naoki Murata", "Toshimitsu Uesaka", "Yuki Mitsufuji", "Stefano Ermon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h3k2NXu5bJ
poster
2403.17105
Certified Machine Unlearning via Noisy Stochastic Gradient Descent
[ "Eli Chien", "Haoyu Peter Wang", "Ziang Chen", "Pan Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h3Kv6sdTWO
poster
2406.10211
DiffusionBlend: Learning 3D Image Prior through Position-aware Diffusion Score Blending for 3D Computed Tomography Reconstruction
[ "Bowen Song", "Jason Hu", "Zhaoxu Luo", "Jeffrey A Fessler", "Liyue Shen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h3BdT2UMWQ
poster
2410.23994
Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model
[ "Wenjia Xie", "Hao Wang", "Luankang Zhang", "Rui Zhou", "Defu Lian", "Enhong Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h34jVnPo1c
poster
Doubly Hierarchical Geometric Representations for Strand-based Human Hairstyle Generation
[ "Yunlu Chen", "Francisco Vicente Carrasco", "Christian Häne", "Giljoo Nam", "Jean-Charles Bazin", "Fernando De la Torre" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h2e4G2YiwR
poster
Action Imitation in Common Action Space for Customized Action Image Synthesis
[ "Wang Lin", "Jingyuan Chen", "Jiaxin Shi", "Zirun Guo", "Yichen Zhu", "Zehan Wang", "Tao Jin", "Zhou Zhao", "Fei Wu", "Shuicheng YAN", "Hanwang Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h1iMVi2iEM
oral
2409.18915
A-FedPD: Aligning Dual-Drift is All Federated Primal-Dual Learning Needs
[ "Yan Sun", "Li Shen", "Dacheng Tao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h1grUs6CjN
poster
2406.04981
The Price of Implicit Bias in Adversarially Robust Generalization
[ "Nikolaos Tsilivis", "Natalie Frank", "Nathan Srebro", "Julia Kempe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h15RyEj151
poster
2410.14067
Provable Benefits of Complex Parameterizations for Structured State Space Models
[ "Yuval Ran-Milo", "Eden Lumbroso", "Edo Cohen-Karlik", "Raja Giryes", "Amir Globerson", "Nadav Cohen" ]
[ "https://github.com/edenlum/ssmcomplexparambenefits" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h0rbjHyWoa
poster
2411.03829
Generalize or Detect? Towards Robust Semantic Segmentation Under Multiple Distribution Shifts
[ "Zhitong Gao", "Bingnan Li", "Mathieu Salzmann", "Xuming He" ]
[ "https://github.com/gaozhitong/multishiftseg" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h0a3p5WtXU
poster
Loss Landscape Characterization of Neural Networks without Over-Parametrization
[ "Rustem Islamov", "Niccolò Ajroldi", "Antonio Orvieto", "Aurelien Lucchi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=h024LpF3bZ
poster
2410.06733
Weak-eval-Strong: Evaluating and Eliciting Lateral Thinking of LLMs with Situation Puzzles
[ "Qi Chen", "Bowen Zhang", "Gang Wang", "Qi Wu" ]
[ "https://github.com/chenqi008/LateralThinking" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gzh9nTUtsY
poster
2305.14689
Least Squares Regression Can Exhibit Under-Parameterized Double Descent
[ "Xinyue Li", "Rishi Sonthalia" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gzQARCgIsI
poster
2407.07018
End-To-End Causal Effect Estimation from Unstructured Natural Language Data
[ "Nikita Dhawan", "Leonardo Cotta", "Karen Ullrich", "Rahul Krishnan", "Chris J. Maddison" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gxMfNArldP
poster
2410.08119
Q-VLM: Post-training Quantization for Large Vision-Language Models
[ "Changyuan Wang", "Ziwei Wang", "Xiuwei Xu", "Yansong Tang", "Jie Zhou", "Jiwen Lu" ]
[ "https://github.com/changyuanwang17/qvlm" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gwd3MQufGP
poster
2411.01846
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension
[ "Jie Yang", "Wang ZENG", "Sheng Jin", "Lumin Xu", "Wentao Liu", "Chen Qian", "Ruimao Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gvtCR7dHJ3
poster
2409.18426
Dual Cone Gradient Descent for Training Physics-Informed Neural Networks
[ "Youngsik Hwang", "Dongyoung Lim" ]
[ "https://github.com/youngsikhwang/Dual-Cone-Gradient-Descent" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gvlOQC6oP1
poster
2409.19952
Image Copy Detection for Diffusion Models
[ "Wenhao Wang", "Yifan Sun", "Zhentao Tan", "Yi Yang" ]
https://huggingface.co/papers/2409.19952
[ "" ]
[]
[]
[ "WenhaoWang/D-Rep" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gvg8pExqdd
poster
2411.05832
Diversify, Contextualize, and Adapt: Efficient Entropy Modeling for Neural Image Codec
[ "Jun-Hyuk Kim", "Seungeon Kim", "Won-Hee Lee", "Dokwan Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=guzWIg7ody
poster
2307.01649
Nonparametric Classification on Low Dimensional Manifolds using Overparameterized Convolutional Residual Networks
[ "Zixuan Zhang", "Kaiqi Zhang", "Minshuo Chen", "Yuma Takeda", "Mengdi Wang", "Tuo Zhao", "Yu-Xiang Wang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gtU2eLSAmO
oral
2409.19407
Brain-JEPA: Brain Dynamics Foundation Model with Gradient Positioning and Spatiotemporal Masking
[ "Zijian Dong", "Li Ruilin", "Yilei Wu", "Thuan Tinh Nguyen", "Joanna Su Xian Chong", "Fang Ji", "Nathanael Ren Jie Tong", "Christopher Li Hsian Chen", "Juan Helen Zhou" ]
[ "https://github.com/Eric-LRL/Brain-JEPA" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=grrefkWEES
poster
2405.16645
Diffusion4D: Fast Spatial-temporal Consistent 4D generation via Video Diffusion Models
[ "HANWEN LIANG", "Yuyang Yin", "Dejia Xu", "hanxue liang", "Zhangyang Wang", "Konstantinos N Plataniotis", "Yao Zhao", "Yunchao Wei" ]
https://huggingface.co/papers/2405.16645
[ "" ]
[]
[]
[ "hw-liang/Diffusion4D" ]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gojL67CfS8
oral
2404.02905
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction
[ "Keyu Tian", "Yi Jiang", "Zehuan Yuan", "BINGYUE PENG", "Liwei Wang" ]
https://huggingface.co/papers/2404.02905
[ "https://github.com/FoundationVision/VAR" ]
[]
[ "FoundationVision/var" ]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=go4zzXBWVs
oral
2406.01837
Boosting Vision-Language Models with Transduction
[ "Maxime Zanella", "Benoît Gérin", "Ismail Ben Ayed" ]
[ "https://github.com/MaxZanella/transduction-for-vlms" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gnnmB7y0Xx
poster
2404.11225
In-Context Learning State Vector with Inner and Momentum Optimization
[ "Dongfang Li", "zhenyu liu", "Xinshuo Hu", "Zetian Sun", "Baotian Hu", "Min Zhang" ]
https://huggingface.co/papers/2404.11225
[ "https://github.com/hitsz-tmg/icl-state-vector" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gnXTDQyxlU
poster
2410.10394
PIVOT-R: Primitive-Driven Waypoint-Aware World Model for Robotic Manipulation
[ "Kaidong Zhang", "Pengzhen Ren", "Bingqian Lin", "Junfan Lin", "Shikui Ma", "Hang Xu", "Xiaodan Liang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gmf5Aj01Hz
poster
SARAD: Spatial Association-Aware Anomaly Detection and Diagnosis for Multivariate Time Series
[ "Zhihao Dai", "Ligang He", "Shuanghua Yang", "Matthew Leeke" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=glgZZAfssH
poster
2311.16054
Metric Space Magnitude for Evaluating the Diversity of Latent Representations
[ "Katharina Limbeck", "Rayna Andreeva", "Rik Sarkar", "Bastian Rieck" ]
[ "https://github.com/aidos-lab/magnipy" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=glfYOAzh2f
oral
2307.09254
Selective Generation for Controllable Language Models
[ "Minjae Lee", "Kyungmin Kim", "Taesoo Kim", "Sangdon Park" ]
https://huggingface.co/papers/2307.09254
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=glGeXu1zG4
poster
2402.02631
Learning to Understand: Identifying Interactions via the Möbius Transform
[ "Justin Singh Kang", "Yigit Efe Erginbas", "Landon Butler", "Ramtin Pedarsani", "Kannan Ramchandran" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gktA1Qycj9
poster
CigTime: Corrective Instruction Generation Through Inverse Motion Editing
[ "Qihang Fang", "Chengcheng Tang", "Bugra Tekin", "Yanchao Yang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gkOzoHBXUw
poster
2402.11505
Federated Fine-tuning of Large Language Models under Heterogeneous Tasks and Client Resources
[ "Jiamu Bai", "Daoyuan Chen", "Bingchen Qian", "Liuyi Yao", "Yaliang Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gkJ5nBIOU4
oral
2402.06412
Improving the Worst-Case Bidirectional Communication Complexity for Nonconvex Distributed Optimization under Function Similarity
[ "Kaja Gruntkowska", "Alexander Tyurin", "Peter Richtárik" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gjEzL0bamb
poster
2410.06734
MimicTalk: Mimicking a personalized and expressive 3D talking face in minutes
[ "Zhenhui Ye", "Tianyun Zhong", "Yi Ren", "Ziyue Jiang", "Jiawei Huang", "Rongjie Huang", "Jinglin Liu", "Jinzheng He", "Chen Zhang", "Zehan Wang", "Xize Cheng", "Xiang Yin", "Zhou Zhao" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gipFTlvfF1
poster
2411.00551
Conditional Synthesis of 3D Molecules with Time Correction Sampler
[ "Hojung Jung", "Youngrok Park", "Laura Schmid", "Jaehyeong Jo", "Dongkyu Lee", "Bongsang Kim", "Se-Young Yun", "Jinwoo Shin" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=giXUx4VH9t
poster
2310.04941
Test-Time Adaptation Induces Stronger Accuracy and Agreement-on-the-Line
[ "Eungyeup Kim", "Mingjie Sun", "Christina Baek", "Aditi Raghunathan", "J Zico Kolter" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gffaYDu9mM
poster
In-N-Out: Lifting 2D Diffusion Prior for 3D Object Removal via Tuning-Free Latents Alignment
[ "Dongting Hu", "Huan Fu", "Jiaxian Guo", "Liuhua Peng", "Tingjin Chu", "Feng Liu", "Tongliang Liu", "Mingming Gong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=ge8GZn8Gtu
oral
Achieving Optimal Clustering in Gaussian Mixture Models with Anisotropic Covariance Structures
[ "Xin Chen", "Anderson Ye Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gcpeEg88R3
poster
2406.12764
Quasi-Bayes meets Vines
[ "David Huk", "Yuanhe Zhang", "Ritabrata Dutta", "Mark Steel" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gZWYdJ3c26
poster
2410.15674
TALoS: Enhancing Semantic Scene Completion via Test-time Adaptation on the Line of Sight
[ "Hyun-Kurl Jang", "Jihun Kim", "Hyeokjun Kweon", "Kuk-Jin Yoon" ]
[ "https://github.com/blue-531/talos" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gYjM1BZzdX
poster
2405.18820
Diffeomorphic interpolation for efficient persistence-based topological optimization
[ "Mathieu Carrière", "Marc Theveneau", "Théo Lacombe" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gYa94o5Gmq
poster
Towards Unsupervised Model Selection for Domain Adaptive Object Detection
[ "Hengfu Yu", "Jinhong Deng", "Wen Li", "Lixin Duan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gXWmhzeVmh
poster
2405.20799
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures
[ "Fernando Moreno-Pino", "Alvaro Arroyo", "Harrison Waldon", "Xiaowen Dong", "Alvaro Cartea" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gW0znG5JCG
poster
Gene-Gene Relationship Modeling Based on Genetic Evidence for Single-Cell RNA-Seq Data Imputation
[ "Daeho Um", "Ji Won Yoon", "Seong Jin Ahn", "Yunha Yeo" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gVTkMsaaGI
poster
2405.20971
Amortizing intractable inference in diffusion models for vision, language, and control
[ "Siddarth Venkatraman", "Moksh Jain", "Luca Scimeca", "Minsu Kim", "Marcin Sendera", "Mohsin Hasan", "Luke Rowe", "Sarthak Mittal", "Pablo Lemos", "Emmanuel Bengio", "Alexandre Adam", "Jarrid Rector-Brooks", "Yoshua Bengio", "Glen Berseth", "Nikolay Malkin" ]
[ "https://github.com/gfnorg/diffusion-finetuning" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gVM2AZ5xA6
poster
2410.07971
Generalizable and Animatable Gaussian Head Avatar
[ "Xuangeng Chu", "Tatsuya Harada" ]
https://huggingface.co/papers/2410.07971
[ "https://github.com/xg-chu/gagavatar" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gUEBXGV8JM
poster
Alias-Free Mamba Neural Operator
[ "Jianwei Zheng", "LiweiNo", "Ni Xu", "Junwei Zhu", "XiaoxuLin", "Xiaoqin Zhang" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gSGLkCX9sc
poster
2407.10534
Automated Label Unification for Multi-Dataset Semantic Segmentation with GNNs
[ "Rong Ma", "Jie Chen", "Xiangyang Xue", "Jian Pu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gRG6SzbW9p
oral
2408.10075
Personalizing Reinforcement Learning from Human Feedback with Variational Preference Learning
[ "Sriyash Poddar", "Yanming Wan", "Hamish Ivison", "Abhishek Gupta", "Natasha Jaques" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gPtiGRaVcE
poster
Road Network Representation Learning with the Third Law of Geography
[ "Haicang Zhou", "Weiming Huang", "Yile Chen", "Tiantian He", "Gao Cong", "Yew-Soon Ong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gPhBvrPdEs
poster
2410.22899
Wormhole Loss for Partial Shape Matching
[ "Amit Bracha", "Thomas Dagès", "Ron Kimmel" ]
[ "https://github.com/ABracha/Wormhole" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gPCesxD4B4
poster
2406.01917
GOMAA-Geo: GOal Modality Agnostic Active Geo-localization
[ "Anindya Sarkar", "Srikumar Sastry", "Aleksis Pirinen", "Chongjie Zhang", "Nathan Jacobs", "Yevgeniy Vorobeychik" ]
[ "https://github.com/mvrl/gomaa-geo" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gOtt78AQk4
poster
2411.01472
Adaptive Domain Learning for Cross-domain Image Denoising
[ "Zian Qian", "Chenyang Qi", "Ka Lung Law", "Hao Fu", "Chenyang Lei", "Qifeng Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gN1iKwxlL5
poster
2402.03086
Dual Lagrangian Learning for Conic Optimization
[ "Mathieu Tanneau", "Pascal Van Hentenryck" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gMqaKJCOCB
poster
2407.04600
Understanding the Gains from Repeated Self-Distillation
[ "Divyansh Pareek", "Simon Shaolei Du", "Sewoong Oh" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gLoe70Tn8V
poster
2405.15403
Fine-Grained Dynamic Framework for Bias-Variance Joint Optimization on Data Missing Not at Random
[ "Mingming Ha", "Taoxuewen", "Wenfang Lin", "QIONGXU MA", "Wujiang Xu", "Linxun Chen" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gL5nT4y8fn
poster
2402.02030
Panacea: Pareto Alignment via Preference Adaptation for LLMs
[ "Yifan Zhong", "Chengdong Ma", "Xiaoyuan Zhang", "Ziran Yang", "Haojun Chen", "Qingfu Zhang", "Siyuan Qi", "Yaodong Yang" ]
https://huggingface.co/papers/2402.02030
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gKMTM1i8Ew
poster
2406.03033
Optimal Multi-Fidelity Best-Arm Identification
[ "Riccardo Poiani", "Rémy Degenne", "Emilie Kaufmann", "Alberto Maria Metelli", "Marcello Restelli" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gKLgY3m9zj
poster
2405.02140
An Information Theoretic Perspective on Conformal Prediction
[ "Alvaro Correia", "Fabio Valerio Massoli", "Christos Louizos", "Arash Behboodi" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gJxEiRcnao
poster
Biologically-Inspired Learning Model for Instructed Vision
[ "Roy Abel", "Shimon Ullman" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gJbZyKGfd6
poster
HyperLogic: Enhancing Diversity and Accuracy in Rule Learning with HyperNets
[ "Yang Yang", "Wendi Ren", "Shuang Li" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gITGmIEinf
oral
Approximating the Top Eigenvector in Random Order Streams
[ "Praneeth Kacham", "David Woodruff" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gHYhVSCtDH
oral
2406.10700
Voxel Mamba: Group-Free State Space Models for Point Cloud based 3D Object Detection
[ "Guowen Zhang", "Lue Fan", "Chenhang HE", "Zhen Lei", "Zhaoxiang Zhang", "Lei Zhang" ]
[ "https://github.com/gwenzhang/voxel-mamba" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gHCFduRo7o
poster
Selective Explanations
[ "Lucas Monteiro Paes", "Dennis Wei", "Flavio Calmon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gGR9dJbe3r
poster
2310.07136
Exponential Quantum Communication Advantage in Distributed Inference and Learning
[ "Dar Gilboa", "Hagay Michaeli", "Daniel Soudry", "Jarrod Ryan McClean" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gDpWYpocE1
poster
Pandora's Box: Towards Building Universal Attackers against Real-World Large Vision-Language Models
[ "Daizong Liu", "Mingyu Yang", "Xiaoye Qu", "Pan Zhou", "Xiang Fang", "Keke Tang", "Yao Wan", "Lichao Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gCCMzedgbo
poster
2410.23970
TrAct: Making First-layer Pre-Activations Trainable
[ "Felix Petersen", "Christian Borgelt", "Stefano Ermon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gC3BzNwqQp
poster
Online Learning of Delayed Choices
[ "Recep Yusuf Bekci" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=gAgwqHOBIg
poster
2410.10053
DINTR: Tracking via Diffusion-based Interpolation
[ "Pha Nguyen", "Ngan Hoang Le", "Jackson Cothren", "Alper Yilmaz", "Khoa Luu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g92nu7knRq
poster
2406.06567
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion
[ "Yilong Chen", "Linhao Zhang", "Junyuan Shang", "Zhenyu Zhang", "Tingwen Liu", "Shuohuan Wang", "Yu Sun" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g8wnC1E1OS
poster
Parameter Disparities Dissection for Backdoor Defense in Heterogeneous Federated Learning
[ "Wenke Huang", "Mang Ye", "Zekun Shi", "Guancheng Wan", "He Li", "Bo Du" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g8pyTkxyIV
poster
2410.15629
Fully Explicit Dynamic Gaussian Splatting
[ "Junoh Lee", "Changyeon Won", "Hyunjun Jung", "Inhwan Bae", "Hae-Gon Jeon" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g8kFlZDcaX
poster
2402.03256
Decision-Focused Learning with Directional Gradients
[ "Michael Huang", "Vishal Gupta" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g7lYP11Erv
poster
2410.20406
Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis
[ "Hongyu Sun", "Qiuhong Ke", "Yongcai Wang", "Wang Chen", "Kang Yang", "Deying Li", "Jianfei Cai" ]
[ "https://github.com/auniquesun/point-prc" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g6nn2AijDp
poster
2406.01920
CODE: Contrasting Self-generated Description to Combat Hallucination in Large Multi-modal Models
[ "Junho Kim", "Hyunjun Kim", "KIM YEONJU", "Yong Man Ro" ]
https://huggingface.co/papers/2406.01920
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g5DyqerUpX
poster
SPARKLE: A Unified Single-Loop Primal-Dual Framework for Decentralized Bilevel Optimization
[ "Shuchen Zhu", "Boao Kong", "Songtao Lu", "Xinmeng Huang", "Kun Yuan" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g3MbZOw0qO
poster
To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning
[ "Xiao Liu", "Muyang Lyu", "Cong Yu", "Si Wu" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g1HxCIc0wi
poster
Speculative Monte-Carlo Tree Search
[ "Scott Cheng", "Mahmut Kandemir", "Ding-Yong Hong" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=g0G8DQSBcj
poster
GFlowNet Assisted Biological Sequence Editing
[ "Pouya M. Ghari", "Alex M Tseng", "Gökcen Eraslan", "Romain Lopez", "Tommaso Biancalani", "Gabriele Scalia", "Ehsan Hajiramezanali" ]
[ "" ]
[]
[]
[]
NeurIPS2024
NeurIPS.cc/2024/Conference
https://openreview.net/forum?id=fzlMza6dRZ
poster
GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules
[ "Burouj Armgaan", "Manthan Dalmia", "Sourav Medya", "Sayan Ranu" ]
[ "" ]
[]
[]
[]
NeurIPS2024