NeurIPS - arXivDaily 期刊&会议

2405.07696 2024-10-16 cs.CV

MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders

Xueying Jiang, Sheng Jin, Xiaoqin Zhang, Ling Shao, Shijian Lu

Comments NeurIPS 2024

2312.14922 2024-10-16 stat.ML cond-mat.stat-mech cs.LG

Learning from higher-order statistics, efficiently: hypothesis tests, random features, and neural networks

Eszter Székely, Lorenzo Bardone, Federica Gerace, Sebastian Goldt

Journal ref Advances in Neural Information Processing Systems 37 (NeurIPS 2024)

2312.09608 2024-10-16 cs.CV

Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference

Senmao Li, Taihang Hu, Joost van de Weijer, Fahad Shahbaz Khan, Tao Liu, Linxuan Li, Shiqi Yang, Yaxing Wang, Ming-Ming Cheng, Jian Yang

Comments NeurIPS 2024

2305.01377 2024-10-16 math.OC cs.LG stat.ML

Random Function Descent

Felix Benning, Leif Döring

Journal ref Advances in Neural Information Processing Systems, Vol. 37. Vancouver, Canada: Curran Associates, Inc., 2024

2202.00769 2024-10-16 cs.LG stat.ML

Distributional Reinforcement Learning with Regularized Wasserstein Loss

Ke Sun, Yingnan Zhao, Wulong Liu, Bei Jiang, Linglong Kong

Comments Accepted in NeurIPS 2024

2410.10816 2024-10-15 cs.CV cs.AI cs.LG

LVD-2M: A Long-take Video Dataset with Temporally Dense Captions

Tianwei Xiong, Yuqing Wang, Daquan Zhou, Zhijie Lin, Jiashi Feng, Xihui Liu

Comments NeurIPS 2024 Dataset and Benchmark Track. Project page: https://silentview.github.io/LVD-2M/ . Code: https://github.com/SilentView/LVD-2M

2410.10773 2024-10-15 cs.LG cs.CV

Enhancing JEPAs with Spatial Conditioning: Robust and Efficient Representation Learning

Etai Littwin, Vimal Thilak, Anand Gopalakrishnan

Comments NeurIPS 2024 Workshop on Self-Supervised Learning - Theory and Practice. Comments welcome!

2410.10738 2024-10-15 cs.CV cs.AI

DrivingDojo Dataset: Advancing Interactive and Knowledge-Enriched Driving World Model

Yuqi Wang, Ke Cheng, Jiawei He, Qitai Wang, Hengchen Dai, Yuntao Chen, Fei Xia, Zhaoxiang Zhang

Comments Accepted to NeurIPS 2024. Project page: https://drivingdojo.github.io/

2410.10683 2024-10-15 cs.LG stat.ML

SAMPa: Sharpness-aware Minimization Parallelized

Wanyun Xie, Thomas Pethick, Volkan Cevher

Comments Advances in Neural Information Processing Systems (NeurIPS), 2024

2410.10589 2024-10-15 cs.CV

MoTE: Reconciling Generalization with Specialization for Visual-Language to Video Knowledge Transfer

Minghao Zhu, Zhengpu Wang, Mengxian Hu, Ronghao Dang, Xiao Lin, Xun Zhou, Chengju Liu, Qijun Chen

Comments NeurIPS 2024 Camera Ready

2410.10553 2024-10-15 cs.LG cs.AI cs.CL

SLaNC: Static LayerNorm Calibration

Mahsa Salmani, Nikita Trukhanov, Ilya Soloveychik

Comments 9 pages, 3 figures, NeurIPS 2024 MLNCP Workshop

2410.10452 2024-10-15 cs.LG math.OC

Principled Bayesian Optimisation in Collaboration with Human Experts

Wenjie Xu, Masaki Adachi, Colin N. Jones, Michael A. Osborne

Comments Accepted to NeurIPS 2024 as a spotlight

2410.10303 2024-10-15 cs.CL

A Comparative Study of Translation Bias and Accuracy in Multilingual Large Language Models for Cross-Language Claim Verification

Aryan Singhal, Veronica Shao, Gary Sun, Ryan Ding, Jonathan Lu, Kevin Zhu

Comments Accepted to ATTRIB @ NeurIPS 2024

2410.10295 2024-10-15 cs.CV

A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration

Renlang Huang, Yufan Tang, Jiming Chen, Liang Li

Comments Accepted by NeurIPS 2024 as poster

2410.10118 2024-10-15 cs.LG physics.chem-ph

Physical Consistency Bridges Heterogeneous Data in Molecular Multi-Task Learning

Yuxuan Ren, Dihan Zheng, Chang Liu, Peiran Jin, Yu Shi, Lin Huang, Jiyan He, Shengjie Luo, Tao Qin, Tie-Yan Liu

Comments Published as a conference paper at NeurIPS 2024

2410.10108 2024-10-15 q-bio.BM

Systems-Structure-Based Drug Design

Vincent D. Zaballa, Elliot E. Hui

Comments Accepted at MLSB NeurIPS 2024 workshop

2410.10053 2024-10-15 cs.CV

DINTR: Tracking via Diffusion-based Interpolation

Pha Nguyen, Ngan Le, Jackson Cothren, Alper Yilmaz, Khoa Luu

Comments Accepted at NeurIPS 2024

2410.09605 2024-10-15 cs.LG cs.CL

Training Dynamics of Transformers to Recognize Word Co-occurrence via Gradient Flow Analysis

Hongru Yang, Bhavya Kailkhura, Zhangyang Wang, Yingbin Liang

Comments Accepted by NeurIPS 2024

2406.15480 2024-10-15 cs.CL cs.AI cs.LG

On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion

Chenghao Fan, Zhenyi Lu, Wei Wei, Jie Tian, Xiaoye Qu, Dangyang Chen, Yu Cheng

Comments Accepted by NeurIPS 2024

2406.15479 2024-10-15 cs.CL cs.AI cs.LG

Twin-Merging: Dynamic Integration of Modular Expertise in Model Merging

Zhenyi Lu, Chenghao Fan, Wei Wei, Xiaoye Qu, Dangyang Chen, Yu Cheng

Comments NeurIPS 2024 poster

2406.04277 2024-10-15 cs.CV

VideoTetris: Towards Compositional Text-to-Video Generation

Ye Tian, Ling Yang, Haotian Yang, Yuan Gao, Yufan Deng, Jingmin Chen, Xintao Wang, Zhaochen Yu, Xin Tao, Pengfei Wan, Di Zhang, Bin Cui

Comments NeurIPS 2024. Code: https://github.com/YangLing0818/VideoTetris

2406.04271 2024-10-15 cs.CL

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

Ling Yang, Zhaochen Yu, Tianjun Zhang, Shiyi Cao, Minkai Xu, Wentao Zhang, Joseph E. Gonzalez, Bin Cui

Comments NeurIPS 2024 Spotlight. Project: https://github.com/YangLing0818/buffer-of-thought-llm

2406.03618 2024-10-15 cs.CL

TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools

Avi Caciularu, Alon Jacovi, Eyal Ben-David, Sasha Goldshtein, Tal Schuster, Jonathan Herzig, Gal Elidan, Amir Globerson

Comments Accepted to NeurIPS 2024. Website (https://tact-benchmark.github.io), Huggingface (https://huggingface.co/datasets/google/TACT)

2403.07735 2024-10-15 math.ST cs.IT cs.LG math.IT stat.ML stat.TH

The Minimax Rate of HSIC Estimation for Translation-Invariant Kernels

Florian Kalinke, Zoltan Szabo

Comments Accepted for publication at NeurIPS 2024

2402.12908 2024-10-15 cs.CV cs.AI cs.LG

RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models

Xinchen Zhang, Ling Yang, Yaqi Cai, Zhaochen Yu, Kai-Ni Wang, Jiake Xie, Ye Tian, Minkai Xu, Yong Tang, Yujiu Yang, Bin Cui

Comments NeurIPS 2024. Project: https://github.com/YangLing0818/RealCompo

2402.06659 2024-10-15 cs.CR cs.AI cs.LG

Shadowcast: Stealthy Data Poisoning Attacks Against Vision-Language Models

Yuancheng Xu, Jiarui Yao, Manli Shu, Yanchao Sun, Zichu Wu, Ning Yu, Tom Goldstein, Furong Huang

Comments Accepted by Thirty-Eighth Annual Conference on Neural Information Processing Systems (Neurips 2024)

2402.01145 2024-10-15 cs.NE cs.AI

ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Haoran Ye, Jiarui Wang, Zhiguang Cao, Federico Berto, Chuanbo Hua, Haeyeon Kim, Jinkyoo Park, Guojie Song

Comments Accepted at NeurIPS 2024

2401.17139 2024-10-15 cs.LG cs.AI cs.CL cs.IT math.IT

Diff-eRank: A Novel Rank-Based Metric for Evaluating Large Language Models

Lai Wei, Zhiquan Tan, Chenghai Li, Jindong Wang, Weiran Huang

Comments Accepted by NeurIPS 2024

2312.14494 2024-10-15 cs.CV

Revisiting Few-Shot Object Detection with Vision-Language Models

Anish Madan, Neehar Peri, Shu Kong, Deva Ramanan

Comments The first two authors contributed equally. This work has been accepted to the Neural Information Processing Systems (NeurIPS) 2024 Datasets & Benchmark Track

2309.00976 2024-10-15 cs.LG cs.IR cs.SI

Pure Message Passing Can Estimate Common Neighbor for Link Prediction

Kaiwen Dong, Zhichun Guo, Nitesh V. Chawla

Comments Accepted to Neurips'24