NeurIPS - arXivDaily 期刊&会议

2410.23278 2024-10-31 cs.CV

OpenSatMap: A Fine-grained High-resolution Satellite Dataset for Large-scale Map Construction

Hongbo Zhao, Lue Fan, Yuntao Chen, Haochen Wang, yuran Yang, Xiaojuan Jin, Yixin Zhang, Gaofeng Meng, Zhaoxiang Zhang

Comments NeurIPS 2024 D&B Track. Project Page:https://opensatmap.github.io/

2410.23273 2024-10-31 cs.LG cs.AI cs.GT

Proportional Fairness in Non-Centroid Clustering

Ioannis Caragiannis, Evi Micha, Nisarg Shah

Comments A preliminary version appeared at NeurIPS 2024

2410.23251 2024-10-31 math.OC math.DS

Performative Control for Linear Dynamical Systems

Songfu Cai, Fei Han, Xuanyu Cao

Comments 34 pages, 2 figures, NeurIPS 2024

2410.23170 2024-10-31 stat.ML cs.LG

Functional Gradient Flows for Constrained Sampling

Shiyue Zhang, Longlin Yu, Ziheng Cheng, Cheng Zhang

Comments NeurIPS 2024 camera-ready (30 pages, 26 figures)

2410.23159 2024-10-31 cs.CV cs.AI cs.LG

Fourier Amplitude and Correlation Loss: Beyond Using L2 Loss for Skillful Precipitation Nowcasting

Chiu-Wai Yan, Shi Quan Foo, Van Hoan Trinh, Dit-Yan Yeung, Ka-Hing Wong, Wai-Kin Wong

Comments Accepted by NeurIPS 2024. Camera-ready submission

2410.23087 2024-10-31 cs.DS cs.LG stat.ML

Statistical-Computational Trade-offs for Density Estimation

Anders Aamand, Alexandr Andoni, Justin Y. Chen, Piotr Indyk, Shyam Narayanan, Sandeep Silwal, Haike Xu

Comments To appear at NeurIPS 2024

2410.22949 2024-10-31 cs.LG q-bio.BM

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering

Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie

Comments NeurIPS 2024 poster

2410.22911 2024-10-31 cs.LG

CopRA: A Progressive LoRA Training Strategy

Zhan Zhuang, Xiequn Wang, Yulong Zhang, Wei Li, Yu Zhang, Ying Wei

Comments Published in UniReps Workshop (Extended Abstract Track), NeurIPS 2024

2410.22899 2024-10-31 cs.CV

Wormhole Loss for Partial Shape Matching

Amit Bracha, Thomas Dagès, Ron Kimmel

Comments Accepted for publication at the conference on Neural Information Processing Systems (NeurIPS) 2024

2410.22887 2024-10-31 stat.ML cs.IT cs.LG math.IT

Generalization Bounds via Conditional $f$-Information

Ziqiao Wang, Yongyi Mao

Comments Accepted at NeurIPS 2024

2410.22821 2024-10-31 cs.CL cs.SE

EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations

Jia Li, Ge Li, Xuanming Zhang, Yunfei Zhao, Yihong Dong, Zhi Jin, Binhua Li, Fei Huang, Yongbin Li

Comments Accepted by the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.22728 2024-10-31 cs.LG cs.AI

Offline Behavior Distillation

Shiye Lei, Sen Zhang, Dacheng Tao

Comments Accepted by NeurIPS 2024

2410.22705 2024-10-31 cs.CV

Geometry Cloak: Preventing TGS-based 3D Reconstruction from Copyrighted Images

Qi Song, Ziyuan Luo, Ka Chun Cheung, Simon See, Renjie Wan

Comments Accepted by NeurIPS 2024

2410.22677 2024-10-31 cs.LG cs.CR

Is Function Similarity Over-Engineered? Building a Benchmark

Rebecca Saul, Chang Liu, Noah Fleischmann, Richard Zak, Kristopher Micinski, Edward Raff, James Holt

Comments To appear in the 38th Conference on Neural Information Processing Systems (NeurIPS 2024) Track on Datasets and Benchmarks

2410.22669 2024-10-31 cs.AI cs.LG

A Walsh Hadamard Derived Linear Vector Symbolic Architecture

Mohammad Mahmudul Alam, Alexander Oberle, Edward Raff, Stella Biderman, Tim Oates, James Holt

Comments To appear in the 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.22600 2024-10-31 cs.LG cs.RO math.OC

Solving Minimum-Cost Reach Avoid using Reinforcement Learning

Oswin So, Cheng Ge, Chuchu Fan

Comments Accepted to NeurIPS 2024

2410.22461 2024-10-31 cs.CV

Unified Domain Generalization and Adaptation for Multi-View 3D Object Detection

Gyusam Chang, Jiwon Lee, Donghyun Kim, Jinkyu Kim, Dongwook Lee, Daehyun Ji, Sujin Jang, Sangpil Kim

Comments Accepted to NeurIPS 2024

2410.22457 2024-10-31 cs.AI cs.CL cs.LG cs.MA

Advancing Agentic Systems: Dynamic Task Decomposition, Tool Integration and Evaluation using Novel Metrics and Dataset

Adrian Garret Gabriel, Alaa Alameer Ahmad, Shankar Kumar Jeyakumar

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024), NeurIPS 2024 Workshop on Open-World Agents

2410.22456 2024-10-31 cs.CV cs.AI

Image2Struct: Benchmarking Structure Extraction for Vision-Language Models

Josselin Somerville Roberts, Tony Lee, Chi Heem Wong, Michihiro Yasunaga, Yifan Mai, Percy Liang

Comments NeurIPS 2024. First three authors contributed equally

2410.22448 2024-10-31 eess.AS cs.CL cs.LG cs.SD

A Closer Look at Neural Codec Resynthesis: Bridging the Gap between Codec and Waveform Generation

Alexander H. Liu, Qirui Wang, Yuan Gong, James Glass

Comments NeurIPS 2024 Audio Imagination workshop paper; demo page at https://alexander-h-liu.github.io/codec-resyn.github.io/

2410.22388 2024-10-31 q-bio.QM cs.LG

ET-Flow: Equivariant Flow-Matching for Molecular Conformer Generation

Majdi Hassan, Nikhil Shenoy, Jungyoon Lee, Hannes Stark, Stephan Thaler, Dominique Beaini

Comments NeurIPS 2024

2410.22362 2024-10-31 eess.IV cs.AI cs.CV

MMM-RS: A Multi-modal, Multi-GSD, Multi-scene Remote Sensing Dataset and Benchmark for Text-to-Image Generation

Jialin Luo, Yuanzhi Wang, Ziqi Gu, Yide Qiu, Shuaizhen Yao, Fuyun Wang, Chunyan Xu, Wenhua Zhang, Dan Wang, Zhen Cui

Comments Accepted by NeurIPS 2024

2410.21917 2024-10-31 stat.ML cs.LG

Identifiability Analysis of Linear ODE Systems with Hidden Confounders

Yuanyuan Wang, Biwei Huang, Wei Huang, Xi Geng, Mingming Gong

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.21802 2024-10-31 cs.CV cs.AI

Text-Guided Attention is All You Need for Zero-Shot Robustness in Vision-Language Models

Lu Yu, Haiyang Zhang, Changsheng Xu

Comments Accepted by NeurIPS 2024

2410.19657 2024-10-31 cs.CV

DiffGS: Functional Gaussian Splatting Diffusion

Junsheng Zhou, Weiqi Zhang, Yu-Shen Liu

Comments Accepted by NeurIPS 2024. Project page: https://junshengzhou.github.io/DiffGS

2410.18952 2024-10-31 cs.CL cs.AI cs.LG

Dynamic Vocabulary Pruning in Early-Exit LLMs

Jort Vincenti, Karim Abdel Sadek, Joan Velja, Matteo Nulli, Metod Jazbec

Journal ref NeurIPS 2024 ENLSP Workshop

2410.17592 2024-10-31 cs.LG

A Kernel Perspective on Distillation-based Collaborative Learning

Sejun Park, Kihun Hong, Ganguk Hwang

Comments Accepted to NeurIPS 2024

2410.16432 2024-10-31 cs.LG

Fair Bilevel Neural Network (FairBiNN): On Balancing fairness and accuracy via Stackelberg Equilibrium

Mehdi Yazdani-Jahromi, Ali Khodabandeh Yalabadi, AmirArsalan Rajabi, Aida Tayebi, Ivan Garibay, Ozlem Ozmen Garibay

Comments Accepted to NeurIPS 2024

2410.15495 2024-10-31 cs.LG cs.AI

SEA: State-Exchange Attention for High-Fidelity Physics Based Transformers

Parsa Esmati, Amirhossein Dadashzadeh, Vahid Goodarzi, Nicolas Larrosa, Nicolò Grilli

Comments Accepted in 38th Conference on Neural Information Processing Systems (NeurIPS 2024)

2410.14030 2024-10-31 cs.LG cs.CL

Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series

Giangiacomo Mercatali, Andre Freitas, Jie Chen

Comments NeurIPS 2024. Code is available at https://github.com/gmerca/GNeuralFlow