NeurIPS - arXivDaily 期刊&会议

2410.04386 2024-10-08 cs.LG

Data Distribution Valuation

Xinyi Xu, Shuaiqi Wang, Chuan-Sheng Foo, Bryan Kian Hsiang Low, Giulia Fanti

Comments Accepted to NeurIPS 2024 as a poster. Main paper with appendix (38 pages in total). Code will be released soon at https://github.com/XinyiYS/Data_Distribution_Valuation

2410.04372 2024-10-08 cs.CV

DiffusionFake: Enhancing Generalization in Deepfake Detection via Guided Stable Diffusion

Ke Sun, Shen Chen, Taiping Yao, Hong Liu, Xiaoshuai Sun, Shouhong Ding, Rongrong Ji

Comments Accepted by NeurIPS 2024

2410.04368 2024-10-08 cs.LG cs.AI cs.CL

Algorithmic Capabilities of Random Transformers

Ziqian Zhong, Jacob Andreas

Comments Accepted by NeurIPS 2024

2410.03813 2024-10-08 cs.LG cs.SD eess.AS

SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model

Grzegorz Stefański, Paweł Daniluk, Artur Szumaczuk, Jakub Tkaczuk

Comments NeurIPS 2024

2409.19912 2024-10-08 cs.LG cs.CR

HYDRA-FL: Hybrid Knowledge Distillation for Robust and Accurate Federated Learning

Momin Ahmad Khan, Yasra Chandio, Fatima Muhammad Anwar

Comments Annual Conference on Neural Information Processing Systems (NeurIPS), 2024

2409.17996 2024-10-08 eess.IV cs.CV cs.LG

PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging

Xin Cai, Zhiyuan You, Hailong Zhang, Wentao Liu, Jinwei Gu, Tianfan Xue

Comments NeurIPS 2024 Spotlight

2409.05356 2024-10-08 cs.CL cs.LG cs.SD eess.SP

IndicVoices-R: Unlocking a Massive Multilingual Multi-speaker Speech Corpus for Scaling Indian TTS

Ashwin Sankar, Srija Anand, Praveen Srinivasa Varadhan, Sherry Thomas, Mehak Singal, Shridhar Kumar, Deovrat Mehendale, Aditi Krishana, Giri Raju, Mitesh Khapra

Comments Accepted to NeurIPS 2024 Datasets and Benchmarks track

2407.04603 2024-10-08 cs.CV

AWT: Transferring Vision-Language Models via Augmentation, Weighting, and Transportation

Yuhan Zhu, Yuyang Ji, Zhiyu Zhao, Gangshan Wu, Limin Wang

Comments Accepted by NeurIPS 2024

2405.15118 2024-10-08 cs.CV

GS-Hider: Hiding Messages into 3D Gaussian Splatting

Xuanyu Zhang, Jiarui Meng, Runyi Li, Zhipei Xu, Yongbing Zhang, Jian Zhang

Comments Accepted by NeurIPS 2024, 3DGS steganography

2405.14156 2024-10-08 cs.CV

Unveiling the Tapestry of Consistency in Large Vision-Language Models

Yuan Zhang, Fei Xiao, Tao Huang, Chun-Kai Fan, Hongyuan Dong, Jiawen Li, Jiacong Wang, Kuan Cheng, Shanghang Zhang, Haoyuan Guo

Comments Accepted by NeurIPS 2024

2402.06861 2024-10-08 cs.AI

UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction

Yansong Ning, Hao Liu

Comments NeurIPS 2024

2310.12567 2024-10-08 cs.AI cs.LG

Safety-Gymnasium: A Unified Safe Reinforcement Learning Benchmark

Jiaming Ji, Borong Zhang, Jiayi Zhou, Xuehai Pan, Weidong Huang, Ruiyang Sun, Yiran Geng, Yifan Zhong, Juntao Dai, Yaodong Yang

Comments Published at NeurIPS 2023

2410.04013 2024-10-08 cs.LG

Improving Temporal Link Prediction via Temporal Walk Matrix Projection

Xiaodong Lu, Leilei Sun, Tongyu Zhu, Weifeng Lv

Comments NeurIPS 2024 Paper

2410.03905 2024-10-08 cs.CL

PersonalSum: A User-Subjective Guided Personalized Summarization Dataset for Large Language Models

Lemei Zhang, Peng Liu, Marcus Tiedemann Oekland Henriksboe, Even W. Lauvrak, Jon Atle Gulla, Heri Ramampiaro

Comments Accepted at NeurIPS 2024 Track on Datasets and Benchmarks. Code available at https://github.com/SmartmediaAI/PersonalSum

2410.03849 2024-10-08 cs.LG stat.ML

Sequential Probability Assignment with Contexts: Minimax Regret, Contextual Shtarkov Sums, and Contextual Normalized Maximum Likelihood

Ziyi Liu, Idan Attias, Daniel M. Roy

Comments To appear in NeurIPS 2024

2409.18892 2024-10-08 cs.CL

IDGen: Item Discrimination Induced Prompt Generation for LLM Evaluation

Fan Lin, Shuyi Xie, Yong Dai, Wenlin Yao, Tianjiao Lang, Zishan Xu, Zhichao Hu, Xiao Xiao, Yuhong Liu, Yu Zhang

Comments NeurIPS 2024

2405.16700 2024-10-08 cs.CV cs.CL cs.LG

Implicit Multimodal Alignment: On the Generalization of Frozen LLMs to Multimodal Inputs

Mustafa Shukor, Matthieu Cord

Comments NeurIPS 2024. Code: https://github.com/mshukor/ima-lmms. Project page: https://ima-lmms.github.io/

2308.03656 2024-10-08 cs.CL

Emotionally Numb or Empathetic? Evaluating How LLMs Feel Using EmotionBench

Jen-tse Huang, Man Ho Lam, Eric John Li, Shujie Ren, Wenxuan Wang, Wenxiang Jiao, Zhaopeng Tu, Michael R. Lyu

Comments NeurIPS 2024; 10 pages of main text; 14 pages of appendices

2410.03644 2024-10-07 cs.CV

Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need

Xianlong Wang, Minghui Li, Wei Liu, Hangtao Zhang, Shengshan Hu, Yechao Zhang, Ziqi Zhou, Hai Jin

Comments NeurIPS 2024

2410.03499 2024-10-07 cs.LG cs.AI cs.CV cs.DC

FedStein: Enhancing Multi-Domain Federated Learning Through James-Stein Estimator

Sunny Gupta, Nikita Jangid, Amit Sethi

Comments 12 pages, 2 figures. Accepted at International Workshop on Federated Foundation Models In Conjunction with NeurIPS 2024 (FL@FM-NeurIPS'24)

2410.03488 2024-10-07 cs.RO

MO-DDN: A Coarse-to-Fine Attribute-based Exploration Agent for Multi-object Demand-driven Navigation

Hongcheng Wang, Peiqi Liu, Wenzhe Cai, Mingdong Wu, Zhengyu Qian, Hao Dong

Comments Accepted at NeurIPS 2024; 39 pages, 11 figures;

2410.03474 2024-10-07 cs.GT cs.AI cs.SI physics.soc-ph

Group Fairness in Peer Review

Haris Aziz, Evi Micha, Nisarg Shah

Comments A preliminary version appeared at NeurIPS 2023

2410.03396 2024-10-07 cs.LG cs.AI

GraphCroc: Cross-Correlation Autoencoder for Graph Structural Reconstruction

Shijin Duan, Ruyi Ding, Jiaxing He, Aidong Adam Ding, Yunsi Fei, Xiaolin Xu

Comments 22 pages, 16 figures. Accepted in NeurIPS 2024

2410.03254 2024-10-07 cs.CL

Are Expert-Level Language Models Expert-Level Annotators?

Yu-Min Tseng, Wei-Lin Chen, Chung-Chi Chen, Hsin-Hsi Chen

Comments Accepted to WiML @ NeurIPS 2024 (extended version)

2410.02117 2024-10-07 cs.LG stat.ML

Searching for Efficient Linear Layers over a Continuous Space of Structured Matrices

Andres Potapczynski, Shikai Qiu, Marc Finzi, Christopher Ferri, Zixi Chen, Micah Goldblum, Bayan Bruss, Christopher De Sa, Andrew Gordon Wilson

Comments NeurIPS 2024. Code available at https://github.com/AndPotap/einsum-search

2408.16221 2024-10-07 eess.AS cs.AI cs.CL cs.SD

SSDM: Scalable Speech Dysfluency Modeling

Jiachen Lian, Xuanru Zhou, Zoe Ezzes, Jet Vonk, Brittany Morin, David Baquirin, Zachary Mille, Maria Luisa Gorno Tempini, Gopala Krishna Anumanchipalli

Comments 2024 NeurIPS

2405.15712 2024-10-07 stat.ML cond-mat.dis-nn cs.LG

Infinite Limits of Multi-head Transformer Dynamics

Blake Bordelon, Hamza Tahir Chaudhry, Cengiz Pehlevan

Comments Updating for Neurips 2024

2404.07815 2024-10-07 cs.LG cs.AI stat.ML

Post-Hoc Reversal: Are We Selecting Models Prematurely?

Rishabh Ranjan, Saurabh Garg, Mrigank Raman, Carlos Guestrin, Zachary Lipton

Comments accepted at NeurIPS 2024; v2 adds an intuitions section

2403.17924 2024-10-07 cs.CV cs.AI

AID: Attention Interpolation of Text-to-Image Diffusion

Qiyuan He, Jinghao Wang, Ziwei Liu, Angela Yao

Comments NeurIPS 2024 Conference Paper

2305.03097 2024-10-07 cs.LG cs.AI

Federated Ensemble-Directed Offline Reinforcement Learning

Desik Rengarajan, Nitin Ragothaman, Dileep Kalathil, Srinivas Shakkottai

Comments Accepted at NeurIPS 2024