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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

24:18

Reasoning Vectors: Transferring Chain-of-Thought...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 25 | cs.CL Authors: Mohammad Zbeeb, Hasan Abed Al Kader Hammoud, Bernard Ghanem Title: Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic Arxiv: http://arxiv.org/abs/2509.01363v1 Abstract: Large language models often require costly optimization, such as reinforcement learning, to master complex reasoning tasks. This work demonstrates

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21:59

PVPO: Pre-Estimated Value-Based Policy Optimization...

Daily Paper Cast ·

2025/09/03

🤗 Upvotes: 21 | cs.LG, cs.AIAuthors: Wenfeng Feng, Penghong Zhao, Guochao Jiang, Chuzhan Hao, Yuewei Zhang, Hao Wang Title: PVPO: Pre-Estimated Value-Based Policy Optimization for Agentic Reasoning Arxiv: http://arxiv.org/abs/2508.21104v1 Abstract: Critic-free reinforcement learning methods, particularly group policies, have attracted considerable attention for their efficiency

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19:58

R-4B: Incentivizing General-Purpose Auto-Thinking...

Daily Paper Cast ·

2025/09/02

🤗 Upvotes: 84 | cs.CV, cs.AI, cs.LG Authors: Jie Jiang, Qi Yang, Bolin Ni, Shiming Xiang, Han Hu, Houwen Peng Title: R-4B: Incentivizing General-Purpose Auto-Thinking Capability in MLLMs via Bi-Mode Annealing and Reinforce Learning Arxiv: http://arxiv.org/abs/2508.21113v1 Abstract: Multimodal Large Language Models (MLLMs) equipped with step-by-step thinking capabilities have

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23:14

A Survey of Scientific Large Language Models: From...

Daily Paper Cast ·

2025/09/02

🤗 Upvotes: 40 | cs.CL, cs.AI Authors: Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu,

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21:42

TreePO: Bridging the Gap of Policy Optimization and...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 59 | cs.LG, cs.CLAuthors: Yizhi Li, Qingshui Gu, Zhoufutu Wen, Ziniu Li, Tianshun Xing, Shuyue Guo, Tianyu Zheng, Xin Zhou, Xingwei Qu, Wangchunshu Zhou, Zheng Zhang, Wei Shen, Qian Liu, Chenghua Lin, Jian Yang, Ge Zhang, Wenhao Huang Title: TreePO: Bridging the Gap of Policy Optimization and Efficacy and Inference Efficiency with Heuristic Tree-based Modeling Arxiv:

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21:19

VibeVoice Technical Report

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 45 | cs.CL, cs.AI, cs.SD, eess.AS Authors: Zhiliang Peng, Jianwei Yu, Wenhui Wang, Yaoyao Chang, Yutao Sun, Li Dong, Yi Zhu, Weijiang Xu, Hangbo Bao, Zehua Wang, Shaohan Huang, Yan Xia, Furu Wei Title: VibeVoice Technical Report Arxiv: http://arxiv.org/abs/2508.19205v1 Abstract: This report presents VibeVoice, a novel model designed to synthesize long-form speech with

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20:03

CMPhysBench: A Benchmark for Evaluating Large...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 43 | cs.LG, cs.AI Authors: Weida Wang, Dongchen Huang, Jiatong Li, Tengchao Yang, Ziyang Zheng, Di Zhang, Dong Han, Benteng Chen, Binzhao Luo, Zhiyu Liu, Kunling Liu, Zhiyuan Gao, Shiqi Geng, Wei Ma, Jiaming Su, Xin Li, Shuchen Pu, Yuhan Shui, Qianjia Cheng, Zhihao Dou, Dongfei Cui, Changyong He, Jin Zeng, Zeke Xie, Mao Su, Dongzhan Zhou, Yuqiang Li, Wanli Ouyang, Yunqi Cai, Xi Dai, Shufei Zhang, Lei Bai, Jinguang Cheng, Zhong Fang, Hongming

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20:50

VoxHammer: Training-Free Precise and Coherent 3D...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 28 | cs.CV Authors: Lin Li, Zehuan Huang, Haoran Feng, Gengxiong Zhuang, Rui Chen, Chunchao Guo, Lu Sheng Title: VoxHammer: Training-Free Precise and Coherent 3D Editing in Native 3D Space Arxiv: http://arxiv.org/abs/2508.19247v1 Abstract: 3D local editing of specified regions is crucial for game industry and robot interaction. Recent methods typically edit rendered

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22:38

OmniHuman-1.5: Instilling an Active Mind in Avatars...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 26 | cs.CV Authors: Jianwen Jiang, Weihong Zeng, Zerong Zheng, Jiaqi Yang, Chao Liang, Wang Liao, Han Liang, Yuan Zhang, Mingyuan Gao Title: OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation Arxiv: http://arxiv.org/abs/2508.19209v1 Abstract: Existing video avatar models can produce fluid human animations, yet they struggle to move beyond

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22:27

Spacer: Towards Engineered Scientific Inspiration

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 25 | cs.AI, cs.LG, cs.NE Authors: Minhyeong Lee, Suyoung Hwang, Seunghyun Moon, Geonho Nah, Donghyun Koh, Youngjun Cho, Johyun Park, Hojin Yoo, Jiho Park, Haneul Choi, Sungbin Moon, Taehoon Hwang, Seungwon Kim, Jaeyeong Kim, Seongjun Kim, Juneau Jung Title: Spacer: Towards Engineered Scientific Inspiration Arxiv: http://arxiv.org/abs/2508.17661v1 Abstract: Recent

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19:39

UltraMemV2: Memory Networks Scaling to 120B...

Daily Paper Cast ·

2025/08/28

🤗 Upvotes: 23 | cs.LG Authors: Zihao Huang, Yu Bao, Qiyang Min, Siyan Chen, Ran Guo, Hongzhi Huang, Defa Zhu, Yutao Zeng, Banggu Wu, Xun Zhou, Siyuan Qiao Title: UltraMemV2: Memory Networks Scaling to 120B Parameters with Superior Long-Context Learning Arxiv: http://arxiv.org/abs/2508.18756v1 Abstract: While Mixture of Experts (MoE) models achieve remarkable efficiency by

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23:14

InternVL3.5: Advancing Open-Source Multimodal Models...

Daily Paper Cast ·

2025/08/27

🤗 Upvotes: 120 | cs.CVAuthors: Weiyun Wang, Zhangwei Gao, Lixin Gu, Hengjun Pu, Long Cui, Xingguang Wei, Zhaoyang Liu, Linglin Jing, Shenglong Ye, Jie Shao, Zhaokai Wang, Zhe Chen, Hongjie Zhang, Ganlin Yang, Haomin Wang, Qi Wei, Jinhui Yin, Wenhao Li, Erfei Cui, Guanzhou Chen, Zichen Ding, Changyao Tian, Zhenyu Wu, Jingjing Xie, Zehao Li, Bowen Yang, Yuchen Duan, Xuehui Wang, Songze Li, Xiangyu Zhao, Haodong Duan, Nianchen Deng, Bin Fu, Yinan He, Yi

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18:59

Visual-CoG: Stage-Aware Reinforcement Learning with...

Daily Paper Cast ·

2025/08/27

🤗 Upvotes: 34 | cs.CV Authors: Yaqi Li, Peng Chen, Mingyang Han, Pi Bu, Haoxiang Shi, Runzhou Zhao, Yang Yao, Xuan Zhang, Jun Song, Bo Zheng Title: Visual-CoG: Stage-Aware Reinforcement Learning with Chain of Guidance for Text-to-Image Generation Arxiv: http://arxiv.org/abs/2508.18032v2 Abstract: Despite the promising progress of recent autoregressive models in text-to-image

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20:32

MV-RAG: Retrieval Augmented Multiview Diffusion

Daily Paper Cast ·

2025/08/27

🤗 Upvotes: 31 | cs.CV, cs.AI Authors: Yosef Dayani, Omer Benishu, Sagie Benaim Title: MV-RAG: Retrieval Augmented Multiview Diffusion Arxiv: http://arxiv.org/abs/2508.16577v1 Abstract: Text-to-3D generation approaches have advanced significantly by leveraging pretrained 2D diffusion priors, producing high-quality and 3D-consistent outputs. However, they often fail to produce

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22:33

Memento: Fine-tuning LLM Agents without Fine-tuning LLMs

Daily Paper Cast ·

2025/08/26

🤗 Upvotes: 58 | cs.LG, cs.CL Authors: Huichi Zhou, Yihang Chen, Siyuan Guo, Xue Yan, Kin Hei Lee, Zihan Wang, Ka Yiu Lee, Guchun Zhang, Kun Shao, Linyi Yang, Jun Wang Title: Memento: Fine-tuning LLM Agents without Fine-tuning LLMs Arxiv: http://arxiv.org/abs/2508.16153v2 Abstract: In this paper, we introduce a novel learning paradigm for Adaptive Large Language Model (LLM)

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21:37

Beyond Pass@1: Self-Play with Variational Problem...

Daily Paper Cast ·

2025/08/26

🤗 Upvotes: 41 | cs.CL Authors: Xiao Liang, Zhongzhi Li, Yeyun Gong, Yelong Shen, Ying Nian Wu, Zhijiang Guo, Weizhu Chen Title: Beyond Pass@1: Self-Play with Variational Problem Synthesis Sustains RLVR Arxiv: http://arxiv.org/abs/2508.14029v2 Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) has recently emerged as a key paradigm for post-training Large Language

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21:27

ODYSSEY: Open-World Quadrupeds Exploration and...

Daily Paper Cast ·

2025/08/26

🤗 Upvotes: 34 | cs.RO, cs.CV Authors: Kaijun Wang, Liqin Lu, Mingyu Liu, Jianuo Jiang, Zeju Li, Bolin Zhang, Wancai Zheng, Xinyi Yu, Hao Chen, Chunhua Shen Title: ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks Arxiv: http://arxiv.org/abs/2508.08240v1 Abstract: Language-guided long-horizon mobile manipulation has long been a grand challenge in

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19:26

Intern-S1: A Scientific Multimodal Foundation Model

Daily Paper Cast ·

2025/08/23

🤗 Upvotes: 166 | cs.LG, cs.CL, cs.CVAuthors: Lei Bai, Zhongrui Cai, Maosong Cao, Weihan Cao, Chiyu Chen, Haojiong Chen, Kai Chen, Pengcheng Chen, Ying Chen, Yongkang Chen, Yu Cheng, Yu Cheng, Pei Chu, Tao Chu, Erfei Cui, Ganqu Cui, Long Cui, Ziyun Cui, Nianchen Deng, Ning Ding, Nanqin Dong, Peijie Dong, Shihan Dou, Sinan Du, Haodong Duan, Caihua Fan, Ben Gao, Changjiang Gao, Jianfei Gao, Songyang Gao, Yang Gao, Zhangwei Gao, Jiaye Ge, Qiming Ge, Lixin

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25:02

Mobile-Agent-v3: Foundamental Agents for GUI Automation

Daily Paper Cast ·

2025/08/23

🤗 Upvotes: 40 | cs.AI Authors: Jiabo Ye, Xi Zhang, Haiyang Xu, Haowei Liu, Junyang Wang, Zhaoqing Zhu, Ziwei Zheng, Feiyu Gao, Junjie Cao, Zhengxi Lu, Jitong Liao, Qi Zheng, Fei Huang, Jingren Zhou, Ming Yan Title: Mobile-Agent-v3: Foundamental Agents for GUI Automation Arxiv: http://arxiv.org/abs/2508.15144v1 Abstract: This paper introduces GUI-Owl, a foundational GUI agent

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20:40

Deep Think with Confidence

Daily Paper Cast ·

2025/08/23

🤗 Upvotes: 26 | cs.LG Authors: Yichao Fu, Xuewei Wang, Yuandong Tian, Jiawei Zhao Title: Deep Think with Confidence Arxiv: http://arxiv.org/abs/2508.15260v1 Abstract: Large Language Models (LLMs) have shown great potential in reasoning tasks through test-time scaling methods like self-consistency with majority voting. However, this approach often leads to diminishing returns in

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1,967 results

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