AI研究論文每日精選

每日精選AI研究論文及翻譯

Multi-SWE-bench：一個多語言問題解決基準測試平台
Multi-SWE-bench: A Multilingual Benchmark for Issue Resolving

Daoguang Zan, Zhirong Huang, Wei Liu, Hanwu Chen, Linhao Zhang, Shulin Xin, Lu Chen, Qi Liu, Xiaojian Zhong, Aoyan Li, Siyao Liu, Yongsheng Xiao, Liangqiang Chen, Yuyu Zhang, Jing Su, Tianyu Liu, Rui Long, Kai Shen, Liang Xiang•Apr 3, 2025•433

MegaMath：突破開放數學語料庫的極限
MegaMath: Pushing the Limits of Open Math Corpora

Fan Zhou, Zengzhi Wang, Nikhil Ranjan, Zhoujun Cheng, Liping Tang, Guowei He, Zhengzhong Liu, Eric P. Xing•Apr 3, 2025•292

代理性知識自我意識
Agentic Knowledgeable Self-awareness

Shuofei Qiao, Zhisong Qiu, Baochang Ren, Xiaobin Wang, Xiangyuan Ru, Ningyu Zhang, Xiang Chen, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen•Apr 4, 2025•272

VARGPT-v1.1：通過迭代指令微調與強化學習提升視覺自回歸大型統一模型
VARGPT-v1.1: Improve Visual Autoregressive Large Unified Model via Iterative Instruction Tuning and Reinforcement Learning

Xianwei Zhuang, Yuxin Xie, Yufan Deng, Dongchao Yang, Liming Liang, Jinghan Ru, Yuguo Yin, Yuexian Zou•Apr 3, 2025•192

SynWorld：面向智能体行为知识精炼的虚拟场景合成
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement

Runnan Fang, Xiaobin Wang, Yuan Liang, Shuofei Qiao, Jialong Wu, Zekun Xi, Ningyu Zhang, Yong Jiang, Pengjun Xie, Fei Huang, Huajun Chen•Apr 4, 2025•172

TransMamba：靈活切換Transformer與Mamba
TransMamba: Flexibly Switching between Transformer and Mamba

Yixing Li, Ruobing Xie, Zhen Yang, Xingwu Sun, Shuaipeng Li, Weidong Han, Zhanhui Kang, Yu Cheng, Chengzhong Xu, Di Wang, Jie Jiang•Mar 31, 2025•172

APIGen-MT：基於模擬代理-人類互動的多輪數據生成代理管道
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay

Akshara Prabhakar, Zuxin Liu, Weiran Yao, Jianguo Zhang, Ming Zhu, Shiyu Wang, Zhiwei Liu, Tulika Awalgaonkar, Haolin Chen, Thai Hoang, Juan Carlos Niebles, Shelby Heinecke, Huan Wang, Silvio Savarese, Caiming Xiong•Apr 4, 2025•154

ShieldAgent：通過可驗證的安全策略推理來保護代理
ShieldAgent: Shielding Agents via Verifiable Safety Policy Reasoning

Zhaorun Chen, Mintong Kang, Bo Li•Mar 26, 2025•152

MME-Unify：統一多模態理解與生成模型的綜合基準
MME-Unify: A Comprehensive Benchmark for Unified Multimodal Understanding and Generation Models

Wulin Xie, Yi-Fan Zhang, Chaoyou Fu, Yang Shi, Bingyan Nie, Hongkai Chen, Zhang Zhang, Liang Wang, Tieniu Tan•Apr 4, 2025•134

HumanDreamer-X：基於高斯重建的單圖像真人化身生成技術
HumanDreamer-X: Photorealistic Single-image Human Avatars Reconstruction via Gaussian Restoration

Boyuan Wang, Runqi Ouyang, Xiaofeng Wang, Zheng Zhu, Guosheng Zhao, Chaojun Ni, Guan Huang, Lihong Liu, Xingang Wang•Apr 4, 2025•112

全面重光照：可泛化且一致的單目人體重光照與和諧化
Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and Harmonization

Junying Wang, Jingyuan Liu, Xin Sun, Krishna Kumar Singh, Zhixin Shu, He Zhang, Jimei Yang, Nanxuan Zhao, Tuanfeng Y. Wang, Simon S. Chen, Ulrich Neumann, Jae Shin Yoon•Apr 3, 2025•92

MedSAM2：三維醫學影像與視頻中的任意分割
MedSAM2: Segment Anything in 3D Medical Images and Videos

Jun Ma, Zongxin Yang, Sumin Kim, Bihui Chen, Mohammed Baharoon, Adibvafa Fallahpour, Reza Asakereh, Hongwei Lyu, Bo Wang•Apr 4, 2025•82

用於視頻多模態大型語言模型的慢快架構
Slow-Fast Architecture for Video Multi-Modal Large Language Models

Min Shi, Shihao Wang, Chieh-Yun Chen, Jitesh Jain, Kai Wang, Junjun Xiong, Guilin Liu, Zhiding Yu, Humphrey Shi•Apr 2, 2025•82

BEATS：大型語言模型的偏差評估與測試套件
BEATS: Bias Evaluation and Assessment Test Suite for Large Language Models

Alok Abhishek, Lisa Erickson, Tushar Bandopadhyay•Mar 31, 2025•73

EvMic：基於有效時空建模的事件驅動非接觸式聲音恢復
EvMic: Event-based Non-contact sound recovery from effective spatial-temporal modeling

Hao Yin, Shi Guo, Xu Jia, Xudong XU, Lu Zhang, Si Liu, Dong Wang, Huchuan Lu, Tianfan Xue•Apr 3, 2025•52

Real-is-Sim：透過動態數位分身縮小模擬與現實差距，實現真實世界機器人策略評估
Real-is-Sim: Bridging the Sim-to-Real Gap with a Dynamic Digital Twin for Real-World Robot Policy Evaluation

Jad Abou-Chakra, Lingfeng Sun, Krishan Rana, Brandon May, Karl Schmeckpeper, Maria Vittoria Minniti, Laura Herlant•Apr 4, 2025•42

劃定萬物：衛星影像上解析度無關的田界劃定
Delineate Anything: Resolution-Agnostic Field Boundary Delineation on Satellite Imagery

Mykola Lavreniuk, Nataliia Kussul, Andrii Shelestov, Bohdan Yailymov, Yevhenii Salii, Volodymyr Kuzin, Zoltan Szantoi•Apr 3, 2025•42

SPF-Portrait：迈向基于语义无污染微调的纯肖像定制
SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning

Xiaole Xian, Zhichao Liao, Qingyu Li, Wenyu Qin, Pengfei Wan, Weicheng Xie, Long Zeng, Linlin Shen, Pingfa Feng•Apr 1, 2025•42