NeurIPS - arXivDaily 期刊&会议

2410.19831 2024-10-29 cs.CV cs.GR

GL-NeRF: Gauss-Laguerre Quadrature Enables Training-Free NeRF Acceleration

Silong Yong, Yaqi Xie, Simon Stepputtis, Katia Sycara

Comments NeurIPS 2024. Project page: https://silongyong.github.io/GL-NeRF_project_page/

2410.19818 2024-10-29 eess.SP cs.AI cs.LG

UniMTS: Unified Pre-training for Motion Time Series

Xiyuan Zhang, Diyan Teng, Ranak Roy Chowdhury, Shuheng Li, Dezhi Hong, Rajesh K. Gupta, Jingbo Shang

Comments NeurIPS 2024. Code: https://github.com/xiyuanzh/UniMTS. Model: https://huggingface.co/xiyuanz/UniMTS

2410.18822 2024-10-29 cs.CV

Binocular-Guided 3D Gaussian Splatting with View Consistency for Sparse View Synthesis

Liang Han, Junsheng Zhou, Yu-Shen Liu, Zhizhong Han

Comments Accepted by NeurIPS 2024. Project page: https://hanl2010.github.io/Binocular3DGS/

2410.18756 2024-10-29 cs.CV

Schedule Your Edit: A Simple yet Effective Diffusion Noise Schedule for Image Editing

Haonan Lin, Mengmeng Wang, Jiahao Wang, Wenbin An, Yan Chen, Yong Liu, Feng Tian, Guang Dai, Jingdong Wang, Qianying Wang

Comments Accepted in NeurIPS 2024

2410.18472 2024-10-29 cs.LG

What If the Input is Expanded in OOD Detection?

Boxuan Zhang, Jianing Zhu, Zengmao Wang, Tongliang Liu, Bo Du, Bo Han

Comments accepted by NeurIPS 2024

2410.15556 2024-10-29 cs.LG

Gradient Rewiring for Editable Graph Neural Network Training

Zhimeng Jiang, Zirui Liu, Xiaotian Han, Qizhang Feng, Hongye Jin, Qiaoyu Tan, Kaixiong Zhou, Na Zou, Xia Hu

Comments NeurIPS 2024

2410.10341 2024-10-29 cs.LG stat.ML

Replay-and-Forget-Free Graph Class-Incremental Learning: A Task Profiling and Prompting Approach

Chaoxi Niu, Guansong Pang, Ling Chen, Bing Liu

Comments Accepted by NeurIPS 2024

2410.07286 2024-10-29 cs.LG cs.AI

Benchmarking Data Heterogeneity Evaluation Approaches for Personalized Federated Learning

Zhilong Li, Xiaohu Wu, Xiaoli Tang, Tiantian He, Yew-Soon Ong, Mengmeng Chen, Qiqi Liu, Qicheng Lao, Han Yu

Comments Accepted to FL@FM-NeurIPS'24

2410.05799 2024-10-29 cs.CV

SeeClear: Semantic Distillation Enhances Pixel Condensation for Video Super-Resolution

Qi Tang, Yao Zhao, Meiqin Liu, Chao Yao

Comments Accepted to NeurIPS 2024

2410.05695 2024-10-29 cs.CL

Unlocking the Capabilities of Thought: A Reasoning Boundary Framework to Quantify and Optimize Chain-of-Thought

Qiguang Chen, Libo Qin, Jiaqi Wang, Jinxuan Zhou, Wanxiang Che

Comments Accepted at NeurIPS 2024 (Oral)

2409.18265 2024-10-29 cs.LG cs.CV

Task-recency bias strikes back: Adapting covariances in Exemplar-Free Class Incremental Learning

Grzegorz Rypeść, Sebastian Cygert, Tomasz Trzciński, Bartłomiej Twardowski

Comments Accepted for NeurIPS 2024

2409.17510 2024-10-29 q-bio.NC cs.AI cs.CV cs.LG

NeuroPath: A Neural Pathway Transformer for Joining the Dots of Human Connectomes

Ziquan Wei, Tingting Dan, Jiaqi Ding, Guorong Wu

Comments Accepted by NeurIPS 2024

2406.18853 2024-10-29 cs.LG

Decoding-Time Language Model Alignment with Multiple Objectives

Ruizhe Shi, Yifang Chen, Yushi Hu, Alisa Liu, Hannaneh Hajishirzi, Noah A. Smith, Simon S. Du

Comments NeurIPS accepted version

2406.16964 2024-10-29 cs.LG cs.AI

Are Language Models Actually Useful for Time Series Forecasting?

Mingtian Tan, Mike A. Merrill, Vinayak Gupta, Tim Althoff, Thomas Hartvigsen

Comments Accepted to NeurIPS 2024 (Spotlight)

2406.08993 2024-10-29 cs.LG

Classic GNNs are Strong Baselines: Reassessing GNNs for Node Classification

Yuankai Luo, Lei Shi, Xiao-Ming Wu

Comments NeurIPS 2024

2406.06890 2024-10-29 cs.CV

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation

Yuanhao Zhai, Kevin Lin, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Chung-Ching Lin, David Doermann, Junsong Yuan, Lijuan Wang

Comments NeurIPS 2024; project page: https://yhzhai.github.io/mcm/

2406.05658 2024-10-29 cs.CV cs.AI

Visual Prompt Tuning in Null Space for Continual Learning

Yue Lu, Shizhou Zhang, De Cheng, Yinghui Xing, Nannan Wang, Peng Wang, Yanning Zhang

Comments Accepted by NeurIPS 2024

2406.05347 2024-10-29 q-bio.BM cs.AI cs.LG

MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training

Bo Chen, Zhilei Bei, Xingyi Cheng, Pan Li, Jie Tang, Le Song

Comments NeurIPS 2024

2406.04759 2024-10-29 cs.LG stat.ML

Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks

Joel Oskarsson, Tomas Landelius, Marc Peter Deisenroth, Fredrik Lindsten

Comments 72 pages, 33 figures. NeurIPS 2024. Code is available at https://github.com/mllam/neural-lam/tree/prob_model_global (global forecasting) and https://github.com/mllam/neural-lam/tree/prob_model_lam (limited area modeling)

2406.04333 2024-10-29 cs.CV

BitsFusion: 1.99 bits Weight Quantization of Diffusion Model

Yang Sui, Yanyu Li, Anil Kag, Yerlan Idelbayev, Junli Cao, Ju Hu, Dhritiman Sagar, Bo Yuan, Sergey Tulyakov, Jian Ren

Comments NeurIPS 2024. Project Page: https://snap-research.github.io/BitsFusion

2406.03637 2024-10-29 eess.AS cs.CL cs.LG cs.SD

Style Mixture of Experts for Expressive Text-To-Speech Synthesis

Ahad Jawaid, Shreeram Suresh Chandra, Junchen Lu, Berrak Sisman

Comments Published in Audio Imagination: NeurIPS 2024 Workshop

2406.02888 2024-10-29 cs.CL cs.AI cs.LG

HYDRA: Model Factorization Framework for Black-Box LLM Personalization

Yuchen Zhuang, Haotian Sun, Yue Yu, Rushi Qiang, Qifan Wang, Chao Zhang, Bo Dai

Comments Accepted in NeurIPS'24

2406.00024 2024-10-29 cs.CL cs.AI cs.ET cs.LG

Embedding-Aligned Language Models

Guy Tennenholtz, Yinlam Chow, Chih-Wei Hsu, Lior Shani, Ethan Liang, Craig Boutilier

Comments Accepted Neurips 2024

2405.21070 2024-10-29 cs.CV cs.CL cs.LG

What Makes CLIP More Robust to Long-Tailed Pre-Training Data? A Controlled Study for Transferable Insights

Xin Wen, Bingchen Zhao, Yilun Chen, Jiangmiao Pang, Xiaojuan Qi

Comments Accepted at NeurIPS 2024

2405.20693 2024-10-29 eess.IV cs.CV

R$^2$-Gaussian: Rectifying Radiative Gaussian Splatting for Tomographic Reconstruction

Ruyi Zha, Tao Jun Lin, Yuanhao Cai, Jiwen Cao, Yanhao Zhang, Hongdong Li

Comments Accepted to NeurIPS 2024. Project page: https://github.com/Ruyi-Zha/r2_gaussian

2405.19806 2024-10-29 cs.LG

Preference Alignment with Flow Matching

Minu Kim, Yongsik Lee, Sehyeok Kang, Jihwan Oh, Song Chong, Se-Young Yun

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

2405.19119 2024-10-29 cs.LG

Can Graph Learning Improve Planning in LLM-based Agents?

Xixi Wu, Yifei Shen, Caihua Shan, Kaitao Song, Siwei Wang, Bohang Zhang, Jiarui Feng, Hong Cheng, Wei Chen, Yun Xiong, Dongsheng Li

Comments Accepted by NeurIPS 2024

2405.17978 2024-10-29 cs.CL cs.AI

FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model

Xiaobao Wu, Thong Nguyen, Delvin Ce Zhang, William Yang Wang, Anh Tuan Luu

Comments Accepted to NeurIPS 2024. Code is available at https://github.com/BobXWu/Fastopic

2405.17419 2024-10-29 cs.CV cs.AI cs.LG

MultiOOD: Scaling Out-of-Distribution Detection for Multiple Modalities

Hao Dong, Yue Zhao, Eleni Chatzi, Olga Fink

Comments NeurIPS 2024 spotlight. Code and MultiOOD benchmark: https://github.com/donghao51/MultiOOD

2405.17398 2024-10-29 cs.CV cs.AI

Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability

Shenyuan Gao, Jiazhi Yang, Li Chen, Kashyap Chitta, Yihang Qiu, Andreas Geiger, Jun Zhang, Hongyang Li

Comments NeurIPS 2024. Code and model: https://github.com/OpenDriveLab/Vista, demo page: https://vista-demo.github.io