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University of Washington(华盛顿大学)

共收录 1157
2504.14693 2025-05-06 cs.CV cs.AI

Video-MMLU: A Massive Multi-Discipline Lecture Understanding Benchmark

Enxin Song, Wenhao Chai, Weili Xu, Jianwen Xie, Yuxuan Liu, Gaoang Wang

机构 * Zhejiang University(浙江大学) University of Washington(华盛顿大学) University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) Lambda, Inc.(Lambda公司)

Comments Code, docs, and benchmark are all avaliable at https://enxinsong.com/Video-MMLU-web/

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2402.07033 2025-05-02 cs.LG cs.AI cs.DC cs.OS

Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models

Keisuke Kamahori, Tian Tang, Yile Gu, Kan Zhu, Baris Kasikci

机构 * University of Washington(华盛顿大学) Tsinghua University(清华大学)

Comments ICLR2025

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2503.03276 2025-05-01 cs.LG

TrafficKAN-GCN: Graph Convolutional-based Kolmogorov-Arnold Network for Traffic Flow Optimization

Jiayi Zhang, Yiming Zhang, Yuan Zheng, Yuchen Wang, Jinjiang You, Yuchen Xu, Wenxing Jiang, Soumyabrata Dev

机构 * School of Mathematics and Applied Mathematics, University of Nottingham Ningbo China(诺丁汉大学宁波校区数学与应用数学学院) School of Computer Science, University of Nottingham Ningbo China(诺丁汉大学宁波校区计算机科学学院) Department of Electrical and Computer Engineering, University of Washington(华盛顿大学电气与计算机工程系) School of Computer Science, Carnegie Mellon University(卡内基梅隆大学计算机科学学院) School of Engineering, University of Nottingham Ningbo China(诺丁汉大学宁波校区工程学院) School of Computer Science, University College Dublin(都柏林大学学院计算机科学学院) The ADAPT SFI Research Centre(ADAPT SFI研究中心)

Comments 22 pages

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2504.20595 2025-04-30 cs.AI cs.CL cs.IR cs.LG

ReasonIR: Training Retrievers for Reasoning Tasks

Rulin Shao, Rui Qiao, Varsha Kishore, Niklas Muennighoff, Xi Victoria Lin, Daniela Rus, Bryan Kian Hsiang Low, Sewon Min, Wen-tau Yih, Pang Wei Koh, Luke Zettlemoyer

机构 * FAIR at Meta(Meta的FAIR) University of Washington(华盛顿大学) National University of Singapore(新加坡国立大学) Singapore-MIT Alliance for Research(新加坡-麻省理工联合研究联盟) Allen Institute for Artificial Intelligence(人工智能研究所) Stanford University(斯坦福大学) Massachusetts Institute of Technology(麻省理工学院) University of California, Berkeley(加州大学伯克利分校)

Comments Our code is released at \url{https://github.com/facebookresearch/ReasonIR}

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2502.03629 2025-04-30 cs.CV cs.AI cs.CL cs.LG

REALEDIT: Reddit Edits As a Large-scale Empirical Dataset for Image Transformations

Peter Sushko, Ayana Bharadwaj, Zhi Yang Lim, Vasily Ilin, Ben Caffee, Dongping Chen, Mohammadreza Salehi, Cheng-Yu Hsieh, Ranjay Krishna

机构 * University of Washington(华盛顿大学) Allen Institute for AI(人工智能研究院)

Comments Published at CVPR 2025

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2307.13586 2025-04-30 cs.LG

Settling the Sample Complexity of Online Reinforcement Learning

Zihan Zhang, Yuxin Chen, Jason D. Lee, Simon S. Du

机构 * Princeton Department of Electrical and Computer Engineering, Princeton University(普林斯顿大学电气与计算机工程系) UPenn Department of Statistics and Data Science, University of Pennsylvania(宾夕法尼亚大学统计与数据科学系) Princeton(普林斯顿大学) University of Washington(华盛顿大学) Paul G. Allen School of Computer Science and Engineering, University of Washington(华盛顿大学保罗·G·阿伦计算机科学与工程学院)

Comments accepted to Journal of the ACM (also appeared in COLT 2024 as an extended abstract)

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2504.19669 2025-04-29 cs.CL

Multimodal Conditioned Diffusive Time Series Forecasting

Chen Su, Yuanhe Tian, Yan Song

机构 * University of Science and Technology of China(中国科学技术大学) University of Washington(华盛顿大学)

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2504.18715 2025-04-29 cs.CL cs.SD eess.AS

Spatial Speech Translation: Translating Across Space With Binaural Hearables

Tuochao Chen, Qirui Wang, Runlin He, Shyam Gollakota

机构 * Paul G. Allen School, University of Washington(保罗·G·艾伦学校,华盛顿大学)

Comments Accepted by CHI2025

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2504.17789 2025-04-29 cs.CV

Token-Shuffle: Towards High-Resolution Image Generation with Autoregressive Models

Xu Ma, Peize Sun, Haoyu Ma, Hao Tang, Chih-Yao Ma, Jialiang Wang, Kunpeng Li, Xiaoliang Dai, Yujun Shi, Xuan Ju, Yushi Hu, Artsiom Sanakoyeu, Felix Juefei-Xu, Ji Hou, Junjiao Tian, Tao Xu, Tingbo Hou, Yen-Cheng Liu, Zecheng He, Zijian He, Matt Feiszli, Peizhao Zhang, Peter Vajda, Sam Tsai, Yun Fu

机构 * Northeastern University(东北大学) Meta GenAI(Meta 生成人工智能) Meta FAIR National University of Singapore(国立新加坡大学) The Chinese University of Hong Kong(香港中文大学) University of Washington(华盛顿大学)

Comments Project Page: https://ma-xu.github.io/token-shuffle/ Add related works

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2504.16977 2025-04-25 cs.CL cs.AI

Tokenization Matters: Improving Zero-Shot NER for Indic Languages

Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Amit Agarwal

机构 * University of Washington(华盛顿大学) New York University(纽约大学) Liverpool John Moores University(利物浦约翰·莫尔斯大学)

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2504.16936 2025-04-25 cs.MM cs.CV cs.SD eess.AS

Multifaceted Evaluation of Audio-Visual Capability for MLLMs: Effectiveness, Efficiency, Generalizability and Robustness

Yusheng Zhao, Junyu Luo, Xiao Luo, Weizhi Zhang, Zhiping Xiao, Wei Ju, Philip S. Yu, Ming Zhang

机构 * Peking University(北京大学) University of California, Los Angeles(加州大学洛杉矶分校) University of Illinois Chicago(伊利诺伊大学香槟分校) University of Washington(华盛顿大学)

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2502.13108 2025-04-24 cs.CL cs.AI cs.LG

Clinical QA 2.0: Multi-Task Learning for Answer Extraction and Categorization

Priyaranjan Pattnayak, Hitesh Laxmichand Patel, Amit Agarwal, Bhargava Kumar, Srikant Panda, Tejaswini Kumar

机构 * University of Washington(华盛顿大学) New York University(纽约大学) Liverpool John Moores University(利物浦约翰·摩尔斯大学) Birla Institute of Technology Pilani(比拉理工学院帕利尼分校) Columbia University(哥伦比亚大学)

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2504.15278 2025-04-23 cs.CV cs.RO

DRAWER: Digital Reconstruction and Articulation With Environment Realism

Hongchi Xia, Entong Su, Marius Memmel, Arhan Jain, Raymond Yu, Numfor Mbiziwo-Tiapo, Ali Farhadi, Abhishek Gupta, Shenlong Wang, Wei-Chiu Ma

机构 * University of Illinois Urbana-Champaign(伊利诺伊大学厄巴纳-香槟分校) University of Washington(华盛顿大学) Allen Institute for AI(人工智能研究院) Cornell University(康奈尔大学)

Comments Project page: https://drawer-art.github.io/

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2406.11794 2025-04-22 cs.LG cs.CL

DataComp-LM: In search of the next generation of training sets for language models

Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Gadre, Hritik Bansal, Etash Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Chandu, Thao Nguyen, Igor Vasiljevic, Sham Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar

机构 * University of Washington(华盛顿大学) Apple(苹果公司) Toyota Research Institute(丰田研究院) UT Austin(得克萨斯大学) Tel Aviv University(特拉维夫大学) Columbia University(哥伦比亚大学) Stanford(斯坦福) UCLA(加州大学洛杉矶分校) JSC LAION AI2 TUM(慕尼黑技术大学) CMU(卡内基梅隆大学) Hebrew University(希伯来大学) SambaNova Cornell(康奈尔大学) USC(南加州大学) Harvard(哈佛大学) UCSB(加州大学圣塔芭芭拉分校) SynthLabs Contextual AI DatologyAI

Comments Project page: https://www.datacomp.ai/dclm/

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2504.14439 2025-04-22 cs.LG cs.AI cs.CL

LoRe: Personalizing LLMs via Low-Rank Reward Modeling

Avinandan Bose, Zhihan Xiong, Yuejie Chi, Simon Shaolei Du, Lin Xiao, Maryam Fazel

机构 * FAIR at Meta(Meta 的 FAIR 部门) University of Washington(华盛顿大学) Carnegie Mellon University(卡内基梅隆大学)

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2504.13947 2025-04-22 cs.CY cs.AI cs.HC

From job titles to jawlines: Using context voids to study generative AI systems

Shahan Ali Memon, Soham De, Sungha Kang, Riyan Mujtaba, Bedoor AlShebli, Katie Davis, Jaime Snyder, Jevin D. West

机构 * University of Washington(华盛顿大学) City School(城市学校) New York University in Abu Dhabi(纽约大学阿布扎比分校)

Comments 7 pages, 2 figures

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2504.13900 2025-04-22 cs.HC cs.AI cs.CY

Supporting Students' Reading and Cognition with AI

Yue Fu, Alexis Hiniker

机构 * University of Washington(华盛顿大学) Information School(信息学院)

Journal ref Tools For Thought Workshop, CHI 2025

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