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PODCAST

Daily Paper Cast

Jingwen Liang, Gengyu Wang

We update every weekday to discuss highest-voted papers from Huggingface Daily Paper (https://huggingface.co/papers). Both the podcast scripts and audio are generated by AI. Feedback and suggestions are welcome! Email us: dailypapercast.ai@gmail.com Creator: Jingwen Liang, 3D ML, https://www.linkedin.com/in/jingwen-liang/ Gengyu Wang, LLM ML, http://wanggengyu.com Listen on: Spotify: https://open.spotify.com/show/21nrhmdaA8qoBiH8q03NXL Apple Podcast:

science

All Episodes

21:19

RLVER: Reinforcement Learning with Verifiable Emotion...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 27 | cs.CL, cs.AI, cs.CY Authors: Peisong Wang, Ruotian Ma, Bang Zhang, Xingyu Chen, Zhiwei He, Kang Luo, Qingsong Lv, Qingxuan Jiang, Zheng Xie, Shanyi Wang, Yuan Li, Fanghua Ye, Jian Li, Yifan Yang, Zhaopeng Tu, Xiaolong Li Title: RLVER: Reinforcement Learning with Verifiable Emotion Rewards for Empathetic Agents Arxiv: http://arxiv.org/abs/2507.03112v1 Abstract:

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19:22

MedGen: Unlocking Medical Video Generation by Scaling...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Rongsheng Wang, Junying Chen, Ke Ji, Zhenyang Cai, Shunian Chen, Yunjin Yang, Benyou Wang Title: MedGen: Unlocking Medical Video Generation by Scaling Granularly-annotated Medical Videos Arxiv: http://arxiv.org/abs/2507.05675v1 Abstract: Recent advances in video generation have shown remarkable progress in open-domain settings, yet medical

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21:49

MemOS: A Memory OS for AI System

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 83 | cs.CLAuthors: Zhiyu Li, Shichao Song, Chenyang Xi, Hanyu Wang, Chen Tang, Simin Niu, Ding Chen, Jiawei Yang, Chunyu Li, Qingchen Yu, Jihao Zhao, Yezhaohui Wang, Peng Liu, Zehao Lin, Pengyuan Wang, Jiahao Huo, Tianyi Chen, Kai Chen, Kehang Li, Zhen Tao, Junpeng Ren, Huayi Lai, Hao Wu, Bo Tang, Zhenren Wang, Zhaoxin Fan, Ningyu Zhang, Linfeng Zhang, Junchi Yan, Mingchuan Yang, Tong Xu, Wei Xu, Huajun Chen, Haofeng Wang, Hongkang Yang,

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22:52

Should We Still Pretrain Encoders with Masked...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 63 | cs.CL Authors: Hippolyte Gisserot-Boukhlef, Nicolas Boizard, Manuel Faysse, Duarte M. Alves, Emmanuel Malherbe, André F. T. Martins, Céline Hudelot, Pierre Colombo Title: Should We Still Pretrain Encoders with Masked Language Modeling? Arxiv: http://arxiv.org/abs/2507.00994v2 Abstract: Learning high-quality text representations is fundamental to a wide range of

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21:17

Agent KB: Leveraging Cross-Domain Experience for...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 36 | cs.CL, cs.AI Authors: Xiangru Tang, Tianrui Qin, Tianhao Peng, Ziyang Zhou, Daniel Shao, Tingting Du, Xinming Wei, Peng Xia, Fang Wu, He Zhu, Ge Zhang, Jiaheng Liu, Xingyao Wang, Sirui Hong, Chenglin Wu, Hao Cheng, Chi Wang, Wangchunshu Zhou Title: Agent KB: Leveraging Cross-Domain Experience for Agentic Problem Solving Arxiv: http://arxiv.org/abs/2507.06229v1 Abstract:

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20:09

4DSloMo: 4D Reconstruction for High Speed Scene with...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 33 | cs.CV Authors: Yutian Chen, Shi Guo, Tianshuo Yang, Lihe Ding, Xiuyuan Yu, Jinwei Gu, Tianfan Xue Title: 4DSloMo: 4D Reconstruction for High Speed Scene with Asynchronous Capture Arxiv: http://arxiv.org/abs/2507.05163v1 Abstract: Reconstructing fast-dynamic scenes from multi-view videos is crucial for high-speed motion analysis and realistic 4D reconstruction

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22:32

DreamVLA: A Vision-Language-Action Model Dreamed with...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 30 | cs.CV, cs.RO Authors: Wenyao Zhang, Hongsi Liu, Zekun Qi, Yunnan Wang, XinQiang Yu, Jiazhao Zhang, Runpei Dong, Jiawei He, He Wang, Zhizheng Zhang, Li Yi, Wenjun Zeng, Xin Jin Title: DreamVLA: A Vision-Language-Action Model Dreamed with Comprehensive World Knowledge Arxiv: http://arxiv.org/abs/2507.04447v1 Abstract: Recent advances in vision-language-action (VLA)

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24:10

Pre-Trained Policy Discriminators are General Reward...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 28 | cs.CL, cs.LG Authors: Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen Title: Pre-Trained Policy Discriminators are General Reward Models Arxiv:

en

19:58

BMMR: A Large-Scale Bilingual Multimodal...

Daily Paper Cast ·

2025/07/09

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Zhiheng Xi, Guanyu Li, Yutao Fan, Honglin Guo, Yufang Liu, Xiaoran Fan, Jiaqi Liu, Jingchao Ding, Wangmeng Zuo, Zhenfei Yin, Lei Bai, Tao Ji, Tao Gui, Qi Zhang, Philip Torr, Xuanjing Huang Title: BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset Arxiv: http://arxiv.org/abs/2507.03483v2 Abstract: In this paper, we

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22:18

WebSailor: Navigating Super-human Reasoning for Web...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 56 | cs.CL, cs.AIAuthors: Kuan Li, Zhongwang Zhang, Huifeng Yin, Liwen Zhang, Litu Ou, Jialong Wu, Wenbiao Yin, Baixuan Li, Zhengwei Tao, Xinyu Wang, Weizhou Shen, Junkai Zhang, Dingchu Zhang, Xixi Wu, Yong Jiang, Ming Yan, Pengjun Xie, Fei Huang, Jingren Zhou Title: WebSailor: Navigating Super-human Reasoning for Web Agent Arxiv: http://arxiv.org/abs/2507.02592v1 Abstract:

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22:16

LangScene-X: Reconstruct Generalizable 3D...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 45 | cs.CV Authors: Fangfu Liu, Hao Li, Jiawei Chi, Hanyang Wang, Minghui Yang, Fudong Wang, Yueqi Duan Title: LangScene-X: Reconstruct Generalizable 3D Language-Embedded Scenes with TriMap Video Diffusion Arxiv: http://arxiv.org/abs/2507.02813v1 Abstract: Recovering 3D structures with open-vocabulary scene understanding from 2D images is a fundamental but daunting

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19:16

Heeding the Inner Voice: Aligning ControlNet Training...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 33 | cs.CV Authors: Nina Konovalova, Maxim Nikolaev, Andrey Kuznetsov, Aibek Alanov Title: Heeding the Inner Voice: Aligning ControlNet Training via Intermediate Features Feedback Arxiv: http://arxiv.org/abs/2507.02321v1 Abstract: Despite significant progress in text-to-image diffusion models, achieving precise spatial control over generated outputs remains

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21:54

IntFold: A Controllable Foundation Model for General...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 32 | q-bio.BM Authors: The IntFold Team, Leon Qiao, Wayne Bai, He Yan, Gary Liu, Nova Xi, Xiang Zhang Title: IntFold: A Controllable Foundation Model for General and Specialized Biomolecular Structure Prediction Arxiv: http://arxiv.org/abs/2507.02025v1 Abstract: We introduce IntFold, a controllable foundation model for both general and specialized biomolecular

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21:29

Skywork-Reward-V2: Scaling Preference Data Curation...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 31 | cs.CL, cs.AI, cs.LG Authors: Chris Yuhao Liu, Liang Zeng, Yuzhen Xiao, Jujie He, Jiacai Liu, Chaojie Wang, Rui Yan, Wei Shen, Fuxiang Zhang, Jiacheng Xu, Yang Liu, Yahui Zhou Title: Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy Arxiv: http://arxiv.org/abs/2507.01352v2 Abstract: Despite the critical role of reward models (RMs) in

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20:04

Thinking with Images for Multimodal Reasoning:...

Daily Paper Cast ·

2025/07/05

🤗 Upvotes: 27 | cs.CV Authors: Zhaochen Su, Peng Xia, Hangyu Guo, Zhenhua Liu, Yan Ma, Xiaoye Qu, Jiaqi Liu, Yanshu Li, Kaide Zeng, Zhengyuan Yang, Linjie Li, Yu Cheng, Heng Ji, Junxian He, Yi R. Fung Title: Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Arxiv: http://arxiv.org/abs/2506.23918v3 Abstract: Recent progress in multimodal

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22:40

Kwai Keye-VL Technical Report

Daily Paper Cast ·

2025/07/04

🤗 Upvotes: 97 | cs.CV Authors: Kwai Keye Team, Biao Yang, Bin Wen, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Hao Peng, Haojie Ding, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Jin Ouyang, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting Gao, Wei Chen, Wei Yuan, Xiangyu Wu, Xiao Hu, Xingyu Lu, Yang Zhou, Yi-Fan

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21:57

LongAnimation: Long Animation Generation with Dynamic...

Daily Paper Cast ·

2025/07/04

🤗 Upvotes: 61 | cs.CV Authors: Nan Chen, Mengqi Huang, Yihao Meng, Zhendong Mao Title: LongAnimation: Long Animation Generation with Dynamic Global-Local Memory Arxiv: http://arxiv.org/abs/2507.01945v1 Abstract: Animation colorization is a crucial part of real animation industry production. Long animation colorization has high labor costs. Therefore, automated long animation

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25:15

Depth Anything at Any Condition

Daily Paper Cast ·

2025/07/04

🤗 Upvotes: 35 | cs.CV, cs.AI Authors: Boyuan Sun, Modi Jin, Bowen Yin, Qibin Hou Title: Depth Anything at Any Condition Arxiv: http://arxiv.org/abs/2507.01634v1 Abstract: We present Depth Anything at Any Condition (DepthAnything-AC), a foundation monocular depth estimation (MDE) model capable of handling diverse environmental conditions. Previous foundation MDE models achieve

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23:55

A Survey on Vision-Language-Action Models: An Action...

Daily Paper Cast ·

2025/07/04

🤗 Upvotes: 24 | cs.RO Authors: Yifan Zhong, Fengshuo Bai, Shaofei Cai, Xuchuan Huang, Zhang Chen, Xiaowei Zhang, Yuanfei Wang, Shaoyang Guo, Tianrui Guan, Ka Nam Lui, Zhiquan Qi, Yitao Liang, Yuanpei Chen, Yaodong Yang Title: A Survey on Vision-Language-Action Models: An Action Tokenization Perspective Arxiv: http://arxiv.org/abs/2507.01925v1 Abstract: The remarkable

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24:47

GLM-4.1V-Thinking: Towards Versatile Multimodal...

Daily Paper Cast ·

2025/07/03

🤗 Upvotes: 141 | cs.CV, cs.AI, cs.LG Authors: GLM-V Team, :, Wenyi Hong, Wenmeng Yu, Xiaotao Gu, Guo Wang, Guobing Gan, Haomiao Tang, Jiale Cheng, Ji Qi, Junhui Ji, Lihang Pan, Shuaiqi Duan, Weihan Wang, Yan Wang, Yean Cheng, Zehai He, Zhe Su, Zhen Yang, Ziyang Pan, Aohan Zeng, Baoxu Wang, Boyan Shi, Changyu Pang, Chenhui Zhang, Da Yin, Fan Yang, Guoqing Chen, Jiazheng Xu, Jiali Chen, Jing Chen, Jinhao Chen, Jinghao Lin, Jinjiang Wang, Junjie Chen,

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