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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

23:48

LiveMCP-101: Stress Testing and Diagnosing...

Daily Paper Cast ·

2025/08/23

🤗 Upvotes: 26 | cs.CL, cs.AI Authors: Ming Yin, Dinghan Shen, Silei Xu, Jianbing Han, Sixun Dong, Mian Zhang, Yebowen Hu, Shujian Liu, Simin Ma, Song Wang, Sathish Reddy Indurthi, Xun Wang, Yiran Chen, Kaiqiang Song Title: LiveMCP-101: Stress Testing and Diagnosing MCP-enabled Agents on Challenging Queries Arxiv: http://arxiv.org/abs/2508.15760v1 Abstract: Tool calling has

en

22:59

DuPO: Enabling Reliable LLM Self-Verification via...

Daily Paper Cast ·

2025/08/22

🤗 Upvotes: 57 | cs.LG, cs.CLAuthors: Shuaijie She, Yu Bao, Yu Lu, Lu Xu, Tao Li, Wenhao Zhu, Shujian Huang, Shanbo Cheng, Lu Lu, Yuxuan Wang Title: DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization Arxiv: http://arxiv.org/abs/2508.14460v1 Abstract: We present DuPO, a dual learning-based preference optimization framework that generates

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23:15

From Scores to Skills: A Cognitive Diagnosis...

Daily Paper Cast ·

2025/08/22

🤗 Upvotes: 53 | cs.CE Authors: Ziyan Kuang, Feiyu Zhu, Maowei Jiang, Yanzhao Lai, Zelin Wang, Zhitong Wang, Meikang Qiu, Jiajia Huang, Min Peng, Qianqian Xie, Sophia Ananiadou Title: From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models Arxiv: http://arxiv.org/abs/2508.13491v1 Abstract: Large Language Models (LLMs) have shown

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22:01

FutureX: An Advanced Live Benchmark for LLM Agents in...

Daily Paper Cast ·

2025/08/22

🤗 Upvotes: 47 | cs.AI, cs.LG Authors: Zhiyuan Zeng, Jiashuo Liu, Siyuan Chen, Tianci He, Yali Liao, Jinpeng Wang, Zaiyuan Wang, Yang Yang, Lingyue Yin, Mingren Yin, Zhenwei Zhu, Tianle Cai, Zehui Chen, Jiecao Chen, Yantao Du, Xiang Gao, Jiacheng Guo, Liang Hu, Jianpeng Jiao, Xiangsheng Li, Jingkai Liu, Shuang Ni, Zhoufutu Wen, Ge Zhang, Kaiyuan Zhang, Xin Zhou, Jose Blanchet, Xipeng Qiu, Mengdi Wang, Wenhao Huang Title:

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22:06

MeshCoder: LLM-Powered Structured Mesh Code...

Daily Paper Cast ·

2025/08/22

🤗 Upvotes: 29 | cs.GR, cs.CV Authors: Bingquan Dai, Li Ray Luo, Qihong Tang, Jie Wang, Xinyu Lian, Hao Xu, Minghan Qin, Xudong Xu, Bo Dai, Haoqian Wang, Zhaoyang Lyu, Jiangmiao Pang Title: MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds Arxiv: http://arxiv.org/abs/2508.14879v1 Abstract: Reconstructing 3D objects into editable programs is pivotal for

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20:53

Tinker: Diffusion's Gift to 3D--Multi-View Consistent...

Daily Paper Cast ·

2025/08/22

🤗 Upvotes: 26 | cs.CV Authors: Canyu Zhao, Xiaoman Li, Tianjian Feng, Zhiyue Zhao, Hao Chen, Chunhua Shen Title: Tinker: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization Arxiv: http://arxiv.org/abs/2508.14811v1 Abstract: We introduce Tinker, a versatile framework for high-fidelity 3D editing that operates in both one-shot

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22:08

Chain-of-Agents: End-to-End Agent Foundation Models...

Daily Paper Cast ·

2025/08/21

🤗 Upvotes: 68 | cs.AI, cs.CLAuthors: Weizhen Li, Jianbo Lin, Zhuosong Jiang, Jingyi Cao, Xinpeng Liu, Jiayu Zhang, Zhenqiang Huang, Qianben Chen, Weichen Sun, Qiexiang Wang, Hongxuan Lu, Tianrui Qin, Chenghao Zhu, Yi Yao, Shuying Fan, Xiaowan Li, Tiannan Wang, Pai Liu, King Zhu, He Zhu, Dingfeng Shi, Piaohong Wang, Yeyi Guan, Xiangru Tang, Minghao Liu, Yuchen Eleanor Jiang, Jian Yang, Jiaheng Liu, Ge Zhang, Wangchunshu Zhou Title:

en

21:20

LongSplat: Robust Unposed 3D Gaussian Splatting for...

Daily Paper Cast ·

2025/08/21

🤗 Upvotes: 41 | cs.CV Authors: Chin-Yang Lin, Cheng Sun, Fu-En Yang, Min-Hung Chen, Yen-Yu Lin, Yu-Lun Liu Title: LongSplat: Robust Unposed 3D Gaussian Splatting for Casual Long Videos Arxiv: http://arxiv.org/abs/2508.14041v1 Abstract: LongSplat addresses critical challenges in novel view synthesis (NVS) from casually captured long videos characterized by irregular camera

en

23:11

Prompt Orchestration Markup Language

Daily Paper Cast ·

2025/08/21

🤗 Upvotes: 24 | cs.HC, cs.AI, cs.CL, cs.PL Authors: Yuge Zhang, Nan Chen, Jiahang Xu, Yuqing Yang Title: Prompt Orchestration Markup Language Arxiv: http://arxiv.org/abs/2508.13948v1 Abstract: Large Language Models (LLMs) require sophisticated prompting, yet current practices face challenges in structure, data integration, format sensitivity, and tooling. Existing methods lack

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23:09

Ovis2.5 Technical Report

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 79 | cs.CV, cs.AI, cs.CL, cs.LGAuthors: Shiyin Lu, Yang Li, Yu Xia, Yuwei Hu, Shanshan Zhao, Yanqing Ma, Zhichao Wei, Yinglun Li, Lunhao Duan, Jianshan Zhao, Yuxuan Han, Haijun Li, Wanying Chen, Junke Tang, Chengkun Hou, Zhixing Du, Tianli Zhou, Wenjie Zhang, Huping Ding, Jiahe Li, Wen Li, Gui Hu, Yiliang Gu, Siran Yang, Jiamang Wang, Hailong Sun, Yibo Wang, Hui Sun, Jinlong Huang, Yuping He, Shengze Shi, Weihong Zhang, Guodong Zheng,

en

21:38

ComoRAG: A Cognitive-Inspired Memory-Organized RAG...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 47 | cs.CL, cs.AI, cs.LG Authors: Juyuan Wang, Rongchen Zhao, Wei Wei, Yufeng Wang, Mo Yu, Jie Zhou, Jin Xu, Liyan Xu Title: ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning Arxiv: http://arxiv.org/abs/2508.10419v1 Abstract: Narrative comprehension on long stories and novels has been a challenging domain attributed to their

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23:37

4DNeX: Feed-Forward 4D Generative Modeling Made Easy

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 44 | cs.CV Authors: Zhaoxi Chen, Tianqi Liu, Long Zhuo, Jiawei Ren, Zeng Tao, He Zhu, Fangzhou Hong, Liang Pan, Ziwei Liu Title: 4DNeX: Feed-Forward 4D Generative Modeling Made Easy Arxiv: http://arxiv.org/abs/2508.13154v1 Abstract: We present 4DNeX, the first feed-forward framework for generating 4D (i.e., dynamic 3D) scene representations from a single image. In

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22:45

Next Visual Granularity Generation

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.LG Authors: Yikai Wang, Zhouxia Wang, Zhonghua Wu, Qingyi Tao, Kang Liao, Chen Change Loy Title: Next Visual Granularity Generation Arxiv: http://arxiv.org/abs/2508.12811v1 Abstract: We propose a novel approach to image generation by decomposing an image into a structured sequence, where each element in the sequence shares the same spatial

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20:55

Speed Always Wins: A Survey on Efficient...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 34 | cs.CL, cs.AI, cs.CV Authors: Weigao Sun, Jiaxi Hu, Yucheng Zhou, Jusen Du, Disen Lan, Kexin Wang, Tong Zhu, Xiaoye Qu, Yu Zhang, Xiaoyu Mo, Daizong Liu, Yuxuan Liang, Wenliang Chen, Guoqi Li, Yu Cheng Title: Speed Always Wins: A Survey on Efficient Architectures for Large Language Models Arxiv: http://arxiv.org/abs/2508.09834v1 Abstract: Large Language Models

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22:33

When Punctuation Matters: A Large-Scale Comparison of...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 32 | cs.CL, cs.AI Authors: Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov, Alexander Panchenko, Elena Tutubalina, Oleg Somov Title: When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs Arxiv: http://arxiv.org/abs/2508.11383v1 Abstract: Large Language Models (LLMs) are highly sensitive to subtle, non-semantic variations in prompt

en

19:57

Has GPT-5 Achieved Spatial Intelligence? An Empirical...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 22 | cs.CV, cs.CL, cs.LG, cs.MM, cs.RO Authors: Zhongang Cai, Yubo Wang, Qingping Sun, Ruisi Wang, Chenyang Gu, Wanqi Yin, Zhiqian Lin, Zhitao Yang, Chen Wei, Xuanke Shi, Kewang Deng, Xiaoyang Han, Zukai Chen, Jiaqi Li, Xiangyu Fan, Hanming Deng, Lewei Lu, Bo Li, Ziwei Liu, Quan Wang, Dahua Lin, Lei Yang Title: Has GPT-5 Achieved Spatial Intelligence? An Empirical Study Arxiv:

en

23:19

HeroBench: A Benchmark for Long-Horizon Planning and...

Daily Paper Cast ·

2025/08/20

🤗 Upvotes: 21 | cs.AI Authors: Petr Anokhin, Roman Khalikov, Stefan Rebrikov, Viktor Volkov, Artyom Sorokin, Vincent Bissonnette Title: HeroBench: A Benchmark for Long-Horizon Planning and Structured Reasoning in Virtual Worlds Arxiv: http://arxiv.org/abs/2508.12782v1 Abstract: Large language models (LLMs) have shown remarkable capabilities in isolated step-by-step reasoning

en

21:51

SSRL: Self-Search Reinforcement Learning

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 66 | cs.CL Authors: Yuchen Fan, Kaiyan Zhang, Heng Zhou, Yuxin Zuo, Yanxu Chen, Yu Fu, Xinwei Long, Xuekai Zhu, Che Jiang, Yuchen Zhang, Li Kang, Gang Chen, Cheng Huang, Zhizhou He, Bingning Wang, Lei Bai, Ning Ding, Bowen Zhou Title: SSRL: Self-Search Reinforcement Learning Arxiv: http://arxiv.org/abs/2508.10874v1 Abstract: We investigate the potential of large

en

26:33

DINOv3

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 65 | cs.CV, cs.LG Authors: Oriane Siméoni, Huy V. Vo, Maximilian Seitzer, Federico Baldassarre, Maxime Oquab, Cijo Jose, Vasil Khalidov, Marc Szafraniec, Seungeun Yi, Michaël Ramamonjisoa, Francisco Massa, Daniel Haziza, Luca Wehrstedt, Jianyuan Wang, Timothée Darcet, Théo Moutakanni, Leonel Sentana, Claire Roberts, Andrea Vedaldi, Jamie Tolan, John Brandt, Camille Couprie, Julien Mairal, Hervé Jégou, Patrick Labatut, Piotr Bojanowski

en

23:24

Thyme: Think Beyond Images

Daily Paper Cast ·

2025/08/19

🤗 Upvotes: 59 | cs.CV Authors: Yi-Fan Zhang, Xingyu Lu, Shukang Yin, Chaoyou Fu, Wei Chen, Xiao Hu, Bin Wen, Kaiyu Jiang, Changyi Liu, Tianke Zhang, Haonan Fan, Kaibing Chen, Jiankang Chen, Haojie Ding, Kaiyu Tang, Zhang Zhang, Liang Wang, Fan Yang, Tingting Gao, Guorui Zhou Title: Thyme: Think Beyond Images Arxiv: http://arxiv.org/abs/2508.11630v1 Abstract: Following OpenAI's

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1,967 results

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