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University of California, Berkeley(加州大学伯克利分校)

共收录 1895
2411.18479 2025-06-13 cs.CR cs.AI cs.LG

SoK: Watermarking for AI-Generated Content

Xuandong Zhao, Sam Gunn, Miranda Christ, Jaiden Fairoze, Andres Fabrega, Nicholas Carlini, Sanjam Garg, Sanghyun Hong, Milad Nasr, Florian Tramer, Somesh Jha, Lei Li, Yu-Xiang Wang, Dawn Song

机构 * University of California, Berkeley(加州大学伯克利分校) Columbia University(哥伦比亚大学) Cornell University(康奈尔大学) Anthropic Oregon State University(俄勒冈州立大学) Google DeepMind(谷歌DeepMind) ETH Zurich(苏黎世联邦理工学院) University of Wisconsin–Madison(威斯康星大学麦迪逊分校) Carnegie Mellon University(卡内基梅隆大学) University of California, San Diego(加州大学圣地亚哥分校)

Comments IEEE S&P 2025

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2410.03600 2025-06-13 cs.CL

Efficiently Identifying Watermarked Segments in Mixed-Source Texts

Xuandong Zhao, Chenwen Liao, Yu-Xiang Wang, Lei Li

机构 * UC Berkeley(加州大学伯克利分校) Zhejiang University(浙江大学) UC San Diego(加州大学圣地亚哥分校) Carnegie Mellon University(卡内基梅隆大学)

Comments ACL 2025

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2506.10289 2025-06-13 eess.AS cs.AI

RT-VC: Real-Time Zero-Shot Voice Conversion with Speech Articulatory Coding

Yisi Liu, Chenyang Wang, Hanjo Kim, Raniya Khan, Gopala Anumanchipalli

机构 * UC Berkeley(加州大学伯克利分校)

Comments ACL Demo Track 2025

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2502.13575 2025-06-13 cs.LG

ETS: Efficient Tree Search for Inference-Time Scaling

Coleman Hooper, Sehoon Kim, Suhong Moon, Kerem Dilmen, Monishwaran Maheswaran, Nicholas Lee, Michael W. Mahoney, Sophia Shao, Kurt Keutzer, Amir Gholami

机构 * University of California, Berkeley(加州大学伯克利分校) ICSI LBNL(劳伦斯伯克利国家实验室)

Comments 15 pages

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2506.09366 2025-06-12 cs.RO cs.LG

SkillBlender: Towards Versatile Humanoid Whole-Body Loco-Manipulation via Skill Blending

Yuxuan Kuang, Haoran Geng, Amine Elhafsi, Tan-Dzung Do, Pieter Abbeel, Jitendra Malik, Marco Pavone, Yue Wang

机构 * University of Southern California(南加州大学) Stanford University(斯坦福大学) Peking University(北京大学) University of California, Berkeley(加州大学伯克利分校)

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2506.03107 2025-06-12 cs.CV

ByteMorph: Benchmarking Instruction-Guided Image Editing with Non-Rigid Motions

Di Chang, Mingdeng Cao, Yichun Shi, Bo Liu, Shengqu Cai, Shijie Zhou, Weilin Huang, Gordon Wetzstein, Mohammad Soleymani, Peng Wang

机构 * ByteDance Seed(字节跳动种子) University of Southern California(南加州大学) University of Tokyo(东京大学) University of California Berkeley(加州大学伯克利分校) Stanford University(斯坦福大学) University of California Los Angeles(加州大学洛杉矶分校)

Comments Website: https://boese0601.github.io/bytemorph Dataset: https://huggingface.co/datasets/ByteDance-Seed/BM-6M Benchmark: https://huggingface.co/datasets/ByteDance-Seed/BM-Bench Code: https://github.com/ByteDance-Seed/BM-code Demo: https://huggingface.co/spaces/Boese0601/ByteMorph-Demo

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2506.08796 2025-06-11 cs.CV

Flow Diverse and Efficient: Learning Momentum Flow Matching via Stochastic Velocity Field Sampling

Zhiyuan Ma, Ruixun Liu, Sixian Liu, Jianjun Li, Bowen Zhou

机构 * Department of Electronic Engineering, Tsinghua University(清华大学电子工程系) School of Computer Science and Technology, Xi’an Jiaotong University(西安交通大学计算机科学与技术学院) Department of Statistics, University of California, Berkeley(加州大学伯克利分校统计学系) School of Computer Science and Technology, Huazhong University of Science and Technology(华中科技大学计算机科学与技术学院) Shanghai Artificial Intelligence Laboratory(上海人工智能实验室)

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2502.15226 2025-06-11 cs.CL cs.AI cs.HC

Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews

Mengqiao Liu, Tevin Wang, Cassandra A. Cohen, Sarah Li, Chenyan Xiong

机构 * Amazon(亚马逊公司) School of Computer Science, Carnegie Mellon University(卡内基梅隆大学计算机科学学院) University of California, Berkeley(加州大学伯克利分校)

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2502.04573 2025-06-11 cs.LG cs.AI

Zero-shot Meta-learning for Tabular Prediction Tasks with Adversarially Pre-trained Transformer

Yulun Wu, Doron L. Bergman

机构 * University of California, Berkeley(加州大学伯克利分校)

Comments Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. PMLR 267, 2025

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2407.12282 2025-06-11 cs.LG cs.AI cs.AR

Chip Placement with Diffusion Models

Vint Lee, Minh Nguyen, Leena Elzeiny, Chun Deng, Pieter Abbeel, John Wawrzynek

机构 * Department of EECS, UC Berkeley, CA, USA(UC伯克利电子工程与计算机科学系) SambaNova Systems Inc., Palo Alto, CA, USA(SambaNova Systems公司) Computer Science Department, Stanford University, CA, USA(斯坦福大学计算机科学系)

Comments Code available at https://github.com/vint-1/chipdiffusion

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2406.08466 2025-06-11 cs.LG cs.AI math.ST stat.ML stat.TH

Scaling Laws in Linear Regression: Compute, Parameters, and Data

Licong Lin, Jingfeng Wu, Sham M. Kakade, Peter L. Bartlett, Jason D. Lee

机构 * UC Berkeley(伯克利大学) Harvard University(哈佛大学) Google DeepMind(谷歌DeepMind) Princeton University(普林斯顿大学)

Comments fixed typos

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2506.08306 2025-06-11 cs.AI astro-ph.IM

AstroCompress: A benchmark dataset for multi-purpose compression of astronomical data

Tuan Truong, Rithwik Sudharsan, Yibo Yang, Peter Xiangyuan Ma, Ruihan Yang, Stephan Mandt, Joshua S. Bloom

机构 * UC Irvine(uci大学) UC Berkeley(伯克利大学) LBNL(劳伦斯伯克利国家实验室)

Comments ICLR 2025 conference paper. See reviews at https://openreview.net/forum?id=kQCHCkNk7s

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2506.08008 2025-06-10 cs.CV cs.AI cs.LG

Hidden in plain sight: VLMs overlook their visual representations

Stephanie Fu, Tyler Bonnen, Devin Guillory, Trevor Darrell

机构 * UC Berkeley(伯克利大学)

Comments Project page: https://hidden-plain-sight.github.io/

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2503.13588 2025-06-10 cs.CV cs.GR

Next-Scale Autoregressive Models are Zero-Shot Single-Image Object View Synthesizers

Shiran Yuan, Hao Zhao

机构 * UC Berkeley(加州大学伯克利分校) Tsinghua University(清华大学)

Comments Full codebase, training set, and eval benchmark at https://github.com/Shiran-Yuan/ArchonView

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2412.00142 2025-06-10 cs.CV cs.AI cs.CL

Enhancing Few-Shot Vision-Language Classification with Large Multimodal Model Features

Chancharik Mitra, Brandon Huang, Tianning Chai, Zhiqiu Lin, Assaf Arbelle, Rogerio Feris, Leonid Karlinsky, Trevor Darrell, Deva Ramanan, Roei Herzig

机构 * Carnegie Mellon University(卡内基梅隆大学) University of California, Berkeley(加州大学伯克利分校) IBM Research(IBM研究院) MIT-IBM Watson AI Lab(麻省理工-IBM沃森人工智能实验室)

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2411.06528 2025-06-10 cs.CL cs.AI cs.HC

Epistemic Integrity in Large Language Models

Bijean Ghafouri, Shahrad Mohammadzadeh, James Zhou, Pratheeksha Nair, Jacob-Junqi Tian, Hikaru Tsujimura, Mayank Goel, Sukanya Krishna, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine

机构 * University of Southern California(南加州大学) McGill University(麦吉尔大学) UC Berkeley(加州大学伯克利分校) Vector Institute(向量研究所) Cardiff University(卡迪夫大学) University College London(伦敦大学学院) IIIT Hyderabad(海得拉巴印度理工学院) Harvard University(哈佛大学) Université de Montréal(蒙特利尔大学) Mila

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2409.12949 2025-06-10 cs.RO

A Learning-based Quadcopter Controller with Extreme Adaptation

Dingqi Zhang, Antonio Loquercio, Jerry Tang, Ting-Hao Wang, Jitendra Malik, Mark W. Mueller

机构 * High Performance Robotics Lab, Dept. of Mechanical Engineering, UC Berkeley(伯克利大学高性能机器人实验室,机械工程系) University of Pennsylvania(宾夕法尼亚大学) Dept. of Electrical Engineering and Computer Science, University of California at Berkeley(伯克利大学电子工程与计算机科学系)

Comments Accepted for the Transaction on Robotics (T-RO), April 2025

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2506.06862 2025-06-10 cs.RO cs.AI cs.CV cs.LG cs.SD eess.AS

Multimodal Spatial Language Maps for Robot Navigation and Manipulation

Chenguang Huang, Oier Mees, Andy Zeng, Wolfram Burgard

机构 * University of Technology Nuremberg(图恩堡技术大学) UC Berkeley(伯克利大学) Google Research(谷歌研究)

Comments accepted to International Journal of Robotics Research (IJRR). 24 pages, 18 figures. The paper contains texts from VLMaps(arXiv:2210.05714) and AVLMaps(arXiv:2303.07522). The project page is https://mslmaps.github.io/

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2506.06826 2025-06-10 cs.CV cs.AI

Controllable Coupled Image Generation via Diffusion Models

Chenfei Yuan, Nanshan Jia, Hangqi Li, Peter W. Glynn, Zeyu Zheng

机构 * UC Berkeley IEOR and BAIR(伯克利大学工业工程与运营研究系和BAIR)

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2406.11011 2025-06-10 cs.LG cs.CL stat.ML

Data Shapley in One Training Run

Jiachen T. Wang, Prateek Mittal, Dawn Song, Ruoxi Jia

机构 * Princeton University(普林斯顿大学) UC Berkeley(加州大学伯克利分校) Virginia Tech(弗吉尼亚理工学院)

Comments ICLR 2025 Outstanding Paper Runner-Up

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2406.03136 2025-06-09 cs.LG cs.AI cs.CC stat.ML

Computational Limits of Low-Rank Adaptation (LoRA) Fine-Tuning for Transformer Models

Jerry Yao-Chieh Hu, Maojiang Su, En-Jui Kuo, Zhao Song, Han Liu

机构 * Northwestern University(西北大学) University of Science and Technology of China(中国科学技术大学) National Yang Ming Chiao Tung University(阳明交通大学) Simons Institute UC Berkeley(伯克利Simons研究所)

Comments Accepted at ICLR 2025. v2 matches the camera-ready version

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2506.05473 2025-06-09 cs.CV

S2GO: Streaming Sparse Gaussian Occupancy Prediction

Jinhyung Park, Yihan Hu, Chensheng Peng, Wenzhao Zheng, Kris Kitani, Wei Zhan

机构 * Applied Intuition Carnegie Mellon University(卡内基梅隆大学) University of California, Berkeley(加州大学伯克利分校)

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2506.05346 2025-06-06 cs.CR cs.CL cs.LG

Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets

Lei Hsiung, Tianyu Pang, Yung-Chen Tang, Linyue Song, Tsung-Yi Ho, Pin-Yu Chen, Yaoqing Yang

机构 * Dartmouth College(达特茅斯学院) EPFL(苏黎世联邦理工学院) UC Berkeley(加州大学伯克利分校) CUHK(香港大学) IBM Research(IBM研究院)

Comments Project Page: https://hsiung.cc/llm-similarity-risk/

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2506.03643 2025-06-06 cs.CV

Images are Worth Variable Length of Representations

Lingjun Mao, Rodolfo Corona, Xin Liang, Wenhao Yan, Zineng Tang

机构 * University of California, San Diego(加州大学圣迭戈分校) University of California, Berkeley(加州大学伯克利分校) University of Washington(华盛顿大学)

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2406.03198 2025-06-06 cs.CL cs.HC cs.LG stat.AP stat.ML

The Impossibility of Fair LLMs

Jacy Anthis, Kristian Lum, Michael Ekstrand, Avi Feller, Chenhao Tan

机构 * University of Chicago(芝加哥大学) Stanford University(斯坦福大学) Drexel University(德雷塞尔大学) University of California, Berkeley(加州大学伯克利分校)

Comments Published in ACL 2025

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2307.01916 2025-06-06 eess.SY cs.AI cs.RO cs.SY

Maximizing Seaweed Growth on Autonomous Farms: A Dynamic Programming Approach for Underactuated Systems Navigating on Uncertain Ocean Currents

Matthias Killer, Marius Wiggert, Hanna Krasowski, Manan Doshi, Pierre F. J. Lermusiaux, Claire J. Tomlin

机构 * Department of Electrical Engineering and Computer Sciences, University of California, Berkeley(加州大学伯克利分校电气工程与计算机科学系) School of Computation, Information and Technology of the Technical University of Munich(慕尼黑技术大学计算、信息与技术学院) Department of Mechanical Engineering at the Massachusetts Institute of Technology(麻省理工学院机械工程系)

Comments 8 pages, submitted to IEEE Robotics and Automation Letters (RA-L) Matthias Killer and Marius Wiggert contributed equally to this work

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2506.04227 2025-06-05 cs.RO cs.AI cs.CV cs.LG cs.SY eess.SY

Object-centric 3D Motion Field for Robot Learning from Human Videos

Zhao-Heng Yin, Sherry Yang, Pieter Abbeel

机构 * BAIR, UC Berkeley EECS(伯克利大学电子工程与计算机科学系) Google DeepMind(谷歌DeepMind)

Comments Project: https://zhaohengyin.github.io/3DMF

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2506.04226 2025-06-05 cs.CL cs.AI

Efficient Knowledge Editing via Minimal Precomputation

Akshat Gupta, Maochuan Lu, Thomas Hartvigsen, Gopala Anumanchipalli

机构 * UC Berkeley(伯克利大学) University of Virginia(弗吉尼亚大学)

Comments ACL 2025 Main Conference

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2506.04209 2025-06-05 cs.CV

Language-Image Alignment with Fixed Text Encoders

Jingfeng Yang, Ziyang Wu, Yue Zhao, Yi Ma

机构 * UC Berkeley(伯克利大学) The University of Hong Kong(香港大学)

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2506.03790 2025-06-05 cs.LG

Attention-Only Transformers via Unrolled Subspace Denoising

Peng Wang, Yifu Lu, Yaodong Yu, Druv Pai, Qing Qu, Yi Ma

机构 * Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor(电气工程与计算机科学系,密歇根大学,安阿伯分校) Department of Electrical Engineering and Computer Science, University of California, Berkeley(电气工程与计算机科学系,加州大学伯克利分校) Institute of Data Science & School of Computing and Data Science, University of Hong Kong(数据科学研究所及计算与数据科学学院,香港大学)

Comments 28 pages, 7 figures, 5 tables

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