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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

21:31

MIRIX: Multi-Agent Memory System for LLM-Based Agents

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Yu Wang, Xi Chen Title: MIRIX: Multi-Agent Memory System for LLM-Based Agents Arxiv: http://arxiv.org/abs/2507.07957v1 Abstract: Although memory capabilities of AI agents are gaining increasing attention, existing solutions remain fundamentally limited. Most rely on flat, narrowly scoped memory components, constraining their ability to

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22:17

Rethinking Verification for LLM Code Generation: From...

Daily Paper Cast ·

2025/07/11

🤗 Upvotes: 23 | cs.CL Authors: Zihan Ma, Taolin Zhang, Maosong Cao, Junnan Liu, Wenwei Zhang, Minnan Luo, Songyang Zhang, Kai Chen Title: Rethinking Verification for LLM Code Generation: From Generation to Testing Arxiv: http://arxiv.org/abs/2507.06920v2 Abstract: Large language models (LLMs) have recently achieved notable success in code-generation benchmarks such as HumanEval

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21:29

SingLoRA: Low Rank Adaptation Using a Single Matrix

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 68 | cs.AIAuthors: David Bensaïd, Noam Rotstein, Roy Velich, Daniel Bensaïd, Ron Kimmel Title: SingLoRA: Low Rank Adaptation Using a Single Matrix Arxiv: http://arxiv.org/abs/2507.05566v1 Abstract: Low-Rank Adaptation (LoRA) has significantly advanced parameter-efficient fine-tuning of large pretrained models. LoRA augments the pre-trained weights of a model by

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20:14

A Survey on Latent Reasoning

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 60 | cs.CL Authors: Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zhang, Yong Shan, Tianle Cai, Taylor Kergan, Assel Kembay, Andrew Smith, Chenghua Lin, Binh Nguyen, Yuqi Pan, Yuhong Chou, Zefan Cai, Zhenhe Wu, Yongchi Zhao, Tianyu Liu, Jian Yang, Wangchunshu Zhou, Chujie Zheng, Chongxuan Li, Yuyin Zhou, Zhoujun Li, Zhaoxiang Zhang, Jiaheng Liu, Ge Zhang, Wenhao Huang, Jason

en

24:02

OmniPart: Part-Aware 3D Generation with Semantic...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 45 | cs.CV Authors: Yunhan Yang, Yufan Zhou, Yuan-Chen Guo, Zi-Xin Zou, Yukun Huang, Ying-Tian Liu, Hao Xu, Ding Liang, Yan-Pei Cao, Xihui Liu Title: OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion Arxiv: http://arxiv.org/abs/2507.06165v1 Abstract: The creation of 3D assets with explicit, editable part structures is crucial for

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22:42

How to Train Your LLM Web Agent: A Statistical Diagnosis

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 40 | cs.AI, cs.LG, stat.ML Authors: Dheeraj Vattikonda, Santhoshi Ravichandran, Emiliano Penaloza, Hadi Nekoei, Megh Thakkar, Thibault Le Sellier de Chezelles, Nicolas Gontier, Miguel Muñoz-Mármol, Sahar Omidi Shayegan, Stefania Raimondo, Xue Liu, Alexandre Drouin, Laurent Charlin, Alexandre Piché, Alexandre Lacoste, Massimo Caccia Title: How to Train Your LLM Web Agent: A Statistical Diagnosis Arxiv:

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22:51

StreamVLN: Streaming Vision-and-Language Navigation...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 35 | cs.RO, cs.CV Authors: Meng Wei, Chenyang Wan, Xiqian Yu, Tai Wang, Yuqiang Yang, Xiaohan Mao, Chenming Zhu, Wenzhe Cai, Hanqing Wang, Yilun Chen, Xihui Liu, Jiangmiao Pang Title: StreamVLN: Streaming Vision-and-Language Navigation via SlowFast Context Modeling Arxiv: http://arxiv.org/abs/2507.05240v1 Abstract: Vision-and-Language Navigation (VLN) in real-world

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24:28

CriticLean: Critic-Guided Reinforcement Learning for...

Daily Paper Cast ·

2025/07/10

🤗 Upvotes: 35 | cs.CL Authors: Zhongyuan Peng, Yifan Yao, Kaijing Ma, Shuyue Guo, Yizhe Li, Yichi Zhang, Chenchen Zhang, Yifan Zhang, Zhouliang Yu, Luming Li, Minghao Liu, Yihang Xia, Jiawei Shen, Yuchen Wu, Yixin Cao, Zhaoxiang Zhang, Wenhao Huang, Jiaheng Liu, Ge Zhang Title: CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization Arxiv: http://arxiv.org/abs/2507.06181v1

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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:

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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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2,195 results

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