Daily Paper Cast (Test)

🤗 Upvotes: 107 | cs. CV, cs. LG Authors: Jintao Zhang, Kai Jiang, Jintao Chen, Xu Wang, Yang Luo, Yuji Wang, Dechuang Chen, Jungang Li, Chengyang Ye, Marco Chen, Hongzhou Zhu, Min Zhao, Yuxuan Jiang, Zhengkun Huang, Chendong Xiang, Kaiwen Zheng, Haoxu Wang, Xiaohang Wang, Qi Jia, Xin Chen, Yimin Chen, Youhe Jiang, Fangcheng Fu, Zhijie Deng, Fan Bao, Jianfei Chen, Jun Zhu Title: Vidu S1: A Real-Ti...

🤗 Upvotes: 42 | cs. CV Authors: Geuntaek Lim, Sungjune Park, Jaeyun Lee, Inwoong Lee, Taeoh Kim, Dongyoon Wee, Minho Shim, Yukyung Choi Title: Video-Oasis: Rethinking Evaluation of Video Understanding Arxiv: http://arxiv.org/abs/2603.29616v2 Abstract: The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception...

🤗 Upvotes: 78 | cs. CV, cs. LG Authors: Jintao Zhang, Kai Jiang, Jintao Chen, Xu Wang, Yang Luo, Yuji Wang, Dechuang Chen, Jungang Li, Chengyang Ye, Marco Chen, Hongzhou Zhu, Min Zhao, Yuxuan Jiang, Zhengkun Huang, Chendong Xiang, Kaiwen Zheng, Haoxu Wang, Xiaohang Wang, Qi Jia, Xin Chen, Yimin Chen, Youhe Jiang, Fangcheng Fu, Zhijie Deng, Fan Bao, Jianfei Chen, Jun Zhu Title: Vidu S1: A Real-Tim...

🤗 Upvotes: 35 | cs. CV Authors: Geuntaek Lim, Sungjune Park, Jaeyun Lee, Inwoong Lee, Taeoh Kim, Dongyoon Wee, Minho Shim, Yukyung Choi Title: Video-Oasis: Rethinking Evaluation of Video Understanding Arxiv: http://arxiv.org/abs/2603.29616v2 Abstract: The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception...

🤗 Upvotes: 76 | cs. CV, cs. LG Authors: Jintao Zhang, Kai Jiang, Jintao Chen, Xu Wang, Yang Luo, Yuji Wang, Dechuang Chen, Jungang Li, Chengyang Ye, Marco Chen, Hongzhou Zhu, Min Zhao, Yuxuan Jiang, Zhengkun Huang, Chendong Xiang, Kaiwen Zheng, Haoxu Wang, Xiaohang Wang, Qi Jia, Xin Chen, Yimin Chen, Youhe Jiang, Fangcheng Fu, Zhijie Deng, Fan Bao, Jianfei Chen, Jun Zhu Title: Vidu S1: A Real-Tim...

🤗 Upvotes: 35 | cs. CV Authors: Geuntaek Lim, Sungjune Park, Jaeyun Lee, Inwoong Lee, Taeoh Kim, Dongyoon Wee, Minho Shim, Yukyung Choi Title: Video-Oasis: Rethinking Evaluation of Video Understanding Arxiv: http://arxiv.org/abs/2603.29616v2 Abstract: The inherent complexity of video understanding makes it difficult to determine whether Video-LLM benchmark performance stems from visual perception...

🤗 Upvotes: 74 | cs. CL, cs. AI, cs. CE, cs. LG Authors: Chen Tang, Yizhou Wang, Jianyu Wu, Lintao Wang, Shixiang Tang, Pengze Li, Encheng Su, Jun Yao, Jiabei Xiao, Yuqi Shi, Jielan Li, Hongxia Hao, Zhangyang Gao, Fang Wu, Ben Fei, Xiangyu Yue, Pan Tan, Bozitao Zhong, Jinouwen Zhang, Aoran Wang, Yan Lu, Jiaheng Liu, Xinzhu Ma, Liang Hong, Mingyue Zheng, Phil Torr, Bowen Zhou, Wanli Ouyang, Lei Bai...

🤗 Upvotes: 46 | cs. RO, cs. CV Authors: Hongyu Qu, Jianzhe Gao, Xiaobin Hu, Shaohuan Yang, Xinlei Yu, Rui Yan, Wenguan Wang, Xiangbo Shu, Shuicheng Yan Title: Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation Arxiv: http://arxiv.org/abs/2607.07608v1 Abstract: Mainstream Vision-Language-Action (VLA) models predict actions primarily from the current observation under a Ma...

🤗 Upvotes: 64 | cs. CV, cs. CL, cs. LG Authors: Wei Zhou, Xiongwei Zhu, Zelin Xu, Bo Dong, Lixue Gong, Yongyuan Liang, Meng Chu, Leigang Qu, Lingdong Kong, Wei Liu, Tat-Seng Chua Title: DanceOPD: On-Policy Generative Field Distillation Arxiv: http://arxiv.org/abs/2606.27377v1 Abstract: Modern image generation demands a single model that unifies diverse capabilities, including text-to-image (T2I),...

🤗 Upvotes: 42 | cs. RO, cs. CV Authors: Siyin Wang, Junhao Shi, Senyu Fei, Zhaoyang Fu, Li Ji, Jingjing Gong, Xipeng Qiu Title: In-Context World Modeling for Robotic Control Arxiv: http://arxiv.org/abs/2606.26025v2 Abstract: Modern Vision-Language-Action (VLA) models often fail to generalize to novel setups, such as altered camera viewpoints or robot morphologies, because they are typically condi...

🤗 Upvotes: 142 | cs. CL Authors: Jundong Xu, Qingchuan Li, Jiaying Wu, Yihuai Lan, Shuyue Stella Li, Huichi Zhou, Bowen Jiang, Lei Wang, Jun Wang, Anh Tuan Luu, Caiming Xiong, Hae Won Park, Bryan Hooi, Zhiyuan Hu Title: EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments Arxiv: http://arxiv.org/abs/2606.13681v2 Abstract: Large language model (LLM) agents have achieve...

🤗 Upvotes: 148 | cs. AI Authors: Xunhao Lai, Weiqi Xu, Yufeng Yang, Qiaorui Chen, Yang Xu, Lunbin Zeng, Xiaolong Li, Haohai Sun, Haichao Zhu, Vito Zhang, Jinkai Hu, Jiayao Li, Rui Gao, Zekun Li, Songquan Zhu, Jingkai Zhou, Pengyu Zhao Title: MiniMax Sparse Attention Arxiv: http://arxiv.org/abs/2606.13392v2 Abstract: Ultra-long-context capability is becoming indispensable for frontier LLMs: agenti...

🤗 Upvotes: 117 | cs. CL Authors: Liangcai Su, Zhen Zhang, Guangyu Li, Zhuo Chen, Chenxi Wang, Maojia Song, Xinyu Wang, Kuan Li, Jialong Wu, Xuanzhong Chen, Zile Qiao, Zhongwang Zhang, Huifeng Yin, Shihao Cai, Runnan Fang, Zhengwei Tao, Wenbiao Yin, Chenxiong Qian, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: Scaling Agents via Continual Pre-training Arxiv: http://arxiv.org/abs/2509.133...

🤗 Upvotes: 105 | cs. CL Authors: Zijian Li, Xin Guan, Bo Zhang, Shen Huang, Houquan Zhou, Shaopeng Lai, Ming Yan, Yong Jiang, Pengjun Xie, Fei Huang, Jun Zhang, Jingren Zhou Title: WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Arxiv: http://arxiv.org/abs/2509.13312v3 Abstract: This paper tackles \textbf{open-ended deep research (OEDR)}, a complex cha...

🤗 Upvotes: 96 | cs. CL Authors: Zijian Li, Xin Guan, Bo Zhang, Shen Huang, Houquan Zhou, Shaopeng Lai, Ming Yan, Yong Jiang, Pengjun Xie, Fei Huang, Jun Zhang, Jingren Zhou Title: WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research Arxiv: http://arxiv.org/abs/2509.13312v1 Abstract: This paper tackles open-ended deep research (OEDR), a complex challenge whe...

🤗 Upvotes: 95 | cs. CL Authors: Liangcai Su, Zhen Zhang, Guangyu Li, Zhuo Chen, Chenxi Wang, Maojia Song, Xinyu Wang, Kuan Li, Jialong Wu, Xuanzhong Chen, Zile Qiao, Zhongwang Zhang, Huifeng Yin, Shihao Cai, Runnan Fang, Zhengwei Tao, Wenbiao Yin, Chenxiong Qian, Yong Jiang, Pengjun Xie, Fei Huang, Jingren Zhou Title: Scaling Agents via Continual Pre-training Arxiv: http://arxiv.org/abs/2509.1331...

🤗 Upvotes: 98 | cs. CV Authors: Yang Zhou, Yifan Wang, Jianjun Zhou, Wenzheng Chang, Haoyu Guo, Zizun Li, Kaijing Ma, Xinyue Li, Yating Wang, Haoyi Zhu, Mingyu Liu, Dingning Liu, Jiange Yang, Zhoujie Fu, Junyi Chen, Chunhua Shen, Jiangmiao Pang, Kaipeng Zhang, Tong He Title: OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Arxiv: http://arxiv.org/abs/2509.12201v1 Abstract:...

🤗 Upvotes: 43 | cs. LG, cs. AI Authors: Zhengxi Lu, Jiabo Ye, Fei Tang, Yongliang Shen, Haiyang Xu, Ziwei Zheng, Weiming Lu, Ming Yan, Fei Huang, Jun Xiao, Yueting Zhuang Title: UI-S1: Advancing GUI Automation via Semi-online Reinforcement Learning Arxiv: http://arxiv.org/abs/2509.11543v1 Abstract: Graphical User Interface (GUI) agents have demonstrated remarkable progress in automating complex u...

🤗 Upvotes: 82 | cs. CV Authors: Daniil Selikhanovych, David Li, Aleksei Leonov, Nikita Gushchin, Sergei Kushneriuk, Alexander Filippov, Evgeny Burnaev, Iaroslav Koshelev, Alexander Korotin Title: One-Step Residual Shifting Diffusion for Image Super-Resolution via Distillation Arxiv: http://arxiv.org/abs/2503.13358v1 Abstract: Diffusion models for super-resolution (SR) produce high-quality visual...

🤗 Upvotes: 61 | cs. AI, cs. CL, cs. LG Authors: Asaf Yehudai, Lilach Eden, Alan Li, Guy Uziel, Yilun Zhao, Roy Bar-Haim, Arman Cohan, Michal Shmueli-Scheuer Title: Survey on Evaluation of LLM-based Agents Arxiv: http://arxiv.org/abs/2503.16416v1 Abstract: The emergence of LLM-based agents represents a paradigm shift in AI, enabling autonomous systems to plan, reason, use tools, and maintain memor...

🤗 Upvotes: 83 | cs. CV, cs. AI, cs. CL, cs. LG Authors: Senqiao Yang, Yukang Chen, Zhuotao Tian, Chengyao Wang, Jingyao Li, Bei Yu, Jiaya Jia Title: VisionZip: Longer is Better but Not Necessary in Vision Language Models Arxiv: http://arxiv.org/abs/2412.04467v1 Abstract: Recent advancements in vision-language models have enhanced performance by increasing the length of visual tokens, making them...

🤗 Upvotes: 46 | cs. CV, cs. AI Authors: Jiuhai Chen, Jianwei Yang, Haiping Wu, Dianqi Li, Jianfeng Gao, Tianyi Zhou, Bin Xiao Title: Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion Arxiv: http://arxiv.org/abs/2412.04424v1 Abstract: We present Florence-VL, a new family of multimodal large language models (MLLMs) with enriched visual representat...

🤗 Paper Upvotes: 192 | cs. CV, cs. CL Authors: Alexey Dontsov, Dmitrii Korzh, Alexey Zhavoronkin, Boris Mikheev, Denis Bobkov, Aibek Alanov, Oleg Y. Rogov, Ivan Oseledets, Elena Tutubalina Title: CLEAR: Character Unlearning in Textual and Visual Modalities Arxiv: http://arxiv.org/abs/2410.18057v1 Abstract: Machine Unlearning (MU) is critical for enhancing privacy and security in deep learning mod...

🤗 Paper Upvotes: 31 | cs. AI, cs. CL Authors: Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tuney Zheng, Minghao Liu, Xinyao Niu, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Wenhao Huang, Ge Zhang Title: AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions Arxiv: http://arxiv.org/abs/2410.20424v2 Abstract: Data science tasks involving tabular data pre...

🤗 Paper Upvotes: 50 | Categories: cs. IR, cs. CL Title: CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation Authors: Yiruo Cheng, Kelong Mao, Ziliang Zhao, Guanting Dong, Hongjin Qian, Yongkang Wu, Tetsuya Sakai, Ji-Rong Wen, Zhicheng Dou Arxiv: http://arxiv.org/abs/2410.23090v1 Abstract: Retrieval-Augmented Generation (RAG) has become a powerful paradigm for enhancing...