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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

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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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

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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:

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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

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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,

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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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2,195 results

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