NeurIPS - arXivDaily 期刊&会议

2402.18752 2024-10-30 cs.LG cs.CR

Pre-training Differentially Private Models with Limited Public Data

Zhiqi Bu, Xinwei Zhang, Mingyi Hong, Sheng Zha, George Karypis

Comments Accepted at NeurIPS 2024

2402.16349 2024-10-30 cs.LG cs.SY eess.SY

C-GAIL: Stabilizing Generative Adversarial Imitation Learning with Control Theory

Tianjiao Luo, Tim Pearce, Huayu Chen, Jianfei Chen, Jun Zhu

Journal ref NeurIPS 2024

2402.11427 2024-10-30 cs.LG cs.AI stat.ML

OptEx: Expediting First-Order Optimization with Approximately Parallelized Iterations

Yao Shu, Jiongfeng Fang, Ying Tiffany He, Fei Richard Yu

Comments Published as a conference paper at NeurIPS 2024

2402.11208 2024-10-30 cs.CR cs.AI cs.CL

Watch Out for Your Agents! Investigating Backdoor Threats to LLM-Based Agents

Wenkai Yang, Xiaohan Bi, Yankai Lin, Sishuo Chen, Jie Zhou, Xu Sun

Comments Accepted at NeurIPS 2024, camera ready version. Code and data are available at https://github.com/lancopku/agent-backdoor-attacks

2401.06687 2024-10-30 cs.CL cs.LG stat.ME

Proximal Causal Inference With Text Data

Jacob M. Chen, Rohit Bhattacharya, Katherine A. Keith

Comments 35 pages; Accepted at NeurIPS 2024

2312.17120 2024-10-30 cs.CL cs.AI cs.LG

MathPile: A Billion-Token-Scale Pretraining Corpus for Math

Zengzhi Wang, Xuefeng Li, Rui Xia, Pengfei Liu

Comments 43 pages. Accepted by NeurIPS 2024. https://github.com/GAIR-NLP/MathPile/

2311.10459 2024-10-30 cs.DS cs.NA math.NA

Invariant subspaces and PCA in nearly matrix multiplication time

Aleksandros Sobczyk, Marko Mladenović, Mathieu Luisier

Comments To appear in NeurIPS 2024

2307.00823 2024-10-30 cs.LG

Understanding the Transferability of Representations via Task-Relatedness

Akshay Mehra, Yunbei Zhang, Jihun Hamm

Comments NeurIPS 2024

2305.17048 2024-10-30 cs.CV

Intrinsic Self-Supervision for Data Quality Audits

Fabian Gröger, Simone Lionetti, Philippe Gottfrois, Alvaro Gonzalez-Jimenez, Ludovic Amruthalingam, Labelling Consortium, Matthew Groh, Alexander A. Navarini, Marc Pouly

Comments Accepted at Neural Information Processing Systems (NeurIPS 2024)

2305.15260 2024-10-30 cs.LG

Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning

Qi Wang, Junming Yang, Yunbo Wang, Xin Jin, Wenjun Zeng, Xiaokang Yang

Comments Accepted by NeurIPS 2024. Project page: https://qiwang067.github.io/coworld

2410.21066 2024-10-29 cs.AI cs.LG

Learning to Handle Complex Constraints for Vehicle Routing Problems

Jieyi Bi, Yining Ma, Jianan Zhou, Wen Song, Zhiguang Cao, Yaoxin Wu, Jie Zhang

Comments Accepted at NeurIPS 2024

2410.21042 2024-10-29 cs.CV

Improving Visual Prompt Tuning by Gaussian Neighborhood Minimization for Long-Tailed Visual Recognition

Mengke Li, Ye Liu, Yang Lu, Yiqun Zhang, Yiu-ming Cheung, Hui Huang

Comments NeurIPS 2024

2410.20964 2024-10-29 cs.CL cs.AI cs.LG

DeTeCtive: Detecting AI-generated Text via Multi-Level Contrastive Learning

Xun Guo, Shan Zhang, Yongxin He, Ting Zhang, Wanquan Feng, Haibin Huang, Chongyang Ma

Comments To appear in NeurIPS 2024. Code is available at https://github.com/heyongxin233/DeTeCtive

2410.20957 2024-10-29 cs.AI cs.LG

Neuro-symbolic Learning Yielding Logical Constraints

Zenan Li, Yunpeng Huang, Zhaoyu Li, Yuan Yao, Jingwei Xu, Taolue Chen, Xiaoxing Ma, Jian Lu

Comments Published as a conference paper at NeurIPS 2023, and code is available at [this url](https://github.com/Lizn-zn/Nesy-Programming)

2410.20366 2024-10-29 cs.LG cs.SI

Rethinking Reconstruction-based Graph-Level Anomaly Detection: Limitations and a Simple Remedy

Sunwoo Kim, Soo Yong Lee, Fanchen Bu, Shinhwan Kang, Kyungho Kim, Jaemin Yoo, Kijung Shin

Comments Published as a conference paper at NeurIPS 2024

2410.20265 2024-10-29 cs.CV cs.CY cs.LG

You Never Know: Quantization Induces Inconsistent Biases in Vision-Language Foundation Models

Eric Slyman, Anirudh Kanneganti, Sanghyun Hong, Stefan Lee

Comments Workshop paper at NeurIPS 2024 RBFM. 6 pages, 3 figures

2410.20255 2024-10-29 cs.LG cs.AI physics.chem-ph q-bio.BM

Equivariant Blurring Diffusion for Hierarchical Molecular Conformer Generation

Jiwoong Park, Yang Shen

Comments NeurIPS 2024

2410.17271 2024-10-29 cs.CY cs.AI

Rules, Cases, and Reasoning: Positivist Legal Theory as a Framework for Pluralistic AI Alignment

Nicholas A. Caputo

Comments NeurIPS Pluralistic Alignment Workshop 2024

2409.11653 2024-10-29 cs.LG cs.CV

Enhancing Semi-Supervised Learning via Representative and Diverse Sample Selection

Qian Shao, Jiangrui Kang, Qiyuan Chen, Zepeng Li, Hongxia Xu, Yiwen Cao, Jiajuan Liang, Jian Wu

Comments NeurIPS 2024

2407.13957 2024-10-29 cs.LG

The Group Robustness is in the Details: Revisiting Finetuning under Spurious Correlations

Tyler LaBonte, John C. Hill, Xinchen Zhang, Vidya Muthukumar, Abhishek Kumar

Comments NeurIPS 2024

2407.07018 2024-10-29 cs.LG cs.CL stat.ME

End-To-End Causal Effect Estimation from Unstructured Natural Language Data

Nikita Dhawan, Leonardo Cotta, Karen Ullrich, Rahul G. Krishnan, Chris J. Maddison

Comments NeurIPS 2024

2407.06076 2024-10-29 cs.CV cs.AI

Understanding Visual Feature Reliance through the Lens of Complexity

Thomas Fel, Louis Bethune, Andrew Kyle Lampinen, Thomas Serre, Katherine Hermann

Journal ref Conference on Neural Information Processing Systems (NeurIPS), Dec 2024

2407.05600 2024-10-29 cs.CV

GenArtist: Multimodal LLM as an Agent for Unified Image Generation and Editing

Zhenyu Wang, Aoxue Li, Zhenguo Li, Xihui Liu

Comments NeurIPS 2024 Spotlight

2406.18846 2024-10-29 cs.CE

AFBench: A Large-scale Benchmark for Airfoil Design

Jian Liu, Jianyu Wu, Hairun Xie, Guoqing Zhang, Jing Wang, Wei Liu, Wanli Ouyang, Junjun Jiang, Xianming Liu, Shixiang Tang, Miao Zhang

Comments NeurIPS 2024 Dataset & Benchmark Track

2406.14165 2024-10-29 cs.GT

Mechanism design augmented with output advice

George Christodoulou, Alkmini Sgouritsa, Ioannis Vlachos

Comments This paper has been accepted by the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2405.17283 2024-10-29 cs.LG cs.NE

Recurrent Complex-Weighted Autoencoders for Unsupervised Object Discovery

Anand Gopalakrishnan, Aleksandar Stanić, Jürgen Schmidhuber, Michael Curtis Mozer

Comments NeurIPS 2024 camera-ready

2405.16419 2024-10-29 cs.CV cs.AI

Enhancing Feature Diversity Boosts Channel-Adaptive Vision Transformers

Chau Pham, Bryan A. Plummer

Comments Accepted to NeurIPS 2024

2405.13456 2024-10-29 stat.ML cs.LG

Deep linear networks for regression are implicitly regularized towards flat minima

Pierre Marion, Lénaïc Chizat

Comments 47 pages, 7 figures. Accepted to NeurIPS 2024

2311.17491 2024-10-29 cs.CV

Spherical Frustum Sparse Convolution Network for LiDAR Point Cloud Semantic Segmentation

Yu Zheng, Guangming Wang, Jiuming Liu, Marc Pollefeys, Hesheng Wang

Comments Accepted by NeurIPS 2024

2311.09115 2024-10-29 cs.LG cs.AI

HEALNet: Multimodal Fusion for Heterogeneous Biomedical Data

Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik

Comments NeurIPS 2024