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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

19:28

Boogu-Image-0.1: Boosting Open-Source Unified...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 112 | cs.CV, cs.AI Authors: Guoxuan Chen, Chufeng Xiao, Haoran Yang, Siyue Xie, Binxiao Huang, Ming Zhang, Cheuk Him Chau, Xinyu Fu, Yingzhao Lian, Tom S. Y. Li, Jintao Lin, Bowen Dong, Zian Qian, Yuhao Liu, Yuxuan Hu, Weikang Shi, Bin Zou, Bowen Zheng, Haoxuan Che, Chang Chen, Yuyang He, Heyang Sun, Tianyu Huang, Chong Hou Choi, Cheng Gong, Han Shi, Haoli Bai, Xihui Liu, Hongsheng Li, Qifeng Chen, Chao Huang, Rui Liu, Chenyang Lei

en

20:49

Ring-Zero: Scaling Zero RL to a Trillion Parameters...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 80 | cs.CL Authors: Xinyu Tang, Qianggang Cao, Yurou Liu, Yuliang Zhan, Xiaochong Lan, Yifan Li, Yuchen Yan, Han Peng, Zican Dong, Zhenduo Zhang, Tianshu Wang, Xinyu Kong, Zujie Wen, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou Title: Ring-Zero: Scaling Zero RL to a Trillion Parameters for Emergent Reasoning Arxiv: http://arxiv.org/abs/2607.12395v2 Abstract: Reinforcement

en

22:16

KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 46 | cs.CL, cs.CV Authors: Yunxin Li, Jinchao Li, Shibo Su, Zhenran Xu, Chenrui Zhao, Tongshu Bian, Xiaoman Liang, Meishan Zhang, Baotian Hu, Min Zhang Title: KnowAct-GUIClaw: Know Deeply, Act Perfectly, Personal GUI Assistant with Self-Evolving Memory and Skill Arxiv: http://arxiv.org/abs/2607.12625v2 Abstract: OpenClaw has emerged as a leading agent framework for

en

20:46

OvisOCR2 Technical Report

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 43 | cs.CV, cs.AI Authors: Shiyin Lu, Yinglun Li, Yu Xia, Yuhui Chen, An-Yang Ji, Jun-Peng Jiang, Qing-Guo Chen, Jianshan Zhao, En Lin, Haijun Li, Cheng Qin, Zhao Xu, Weihua Luo Title: OvisOCR2 Technical Report Arxiv: http://arxiv.org/abs/2607.13639v1 Abstract: We introduce OvisOCR2, a 0.8B document parsing model. OvisOCR2 is designed as an end-to-end parser: given a

en

19:42

PolicyShiftGuard: Benchmarking and Improving...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.CL Authors: Mingyang Song, Luxin Xu, Haoyu Sun, Minzhou Pan, Yu Cheng, Bo Li Title: PolicyShiftGuard: Benchmarking and Improving Policy-Adaptive Image Guardrails Arxiv: http://arxiv.org/abs/2607.05910v1 Abstract: Image guardrails are typically trained and evaluated under a fixed safety policy, implicitly treating safety as an intrinsic property

en

18:32

MetaView: Monocular Novel View Synthesis with...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 23 | cs.CV Authors: Yufei Cai, Xuesong Niu, Hao Lu, Kun Gai, Kai Wu, Guosheng Lin Title: MetaView: Monocular Novel View Synthesis with Scale-Aware Implicit Geometry Priors Arxiv: http://arxiv.org/abs/2607.12000v1 Abstract: Current visual generation models are capable of producing high-quality content, yet they lack a coherent perception of the spatial structure

en

21:13

GigaWorld-Policy-0.5: A Faster and Stronger WAM...

Daily Paper Cast ·

2026/07/17

🤗 Upvotes: 23 | cs.RO Authors: GigaWorld Team, Angen Ye, Angyuan Ma, Boyuan Wang, Chaojun Ni, Fangzheng Ye, Guan Huang, Guo Li, Guosheng Zhao, Haodong Yan, Hengtao Li, Jiwen Lu, Kai Wang, Mingming Yu, Qitang Hu, Qiuping Deng, Songling Liu, Xiaoyu Tian, Xiaofeng Wang, Xinyu Zhou, Xiuwei Xu, Xinze Chen, Yang Wang, Yejun Zeng, Yifan Chang, Yun Ye, Zhenyu Wu, Zhanqian Wu, Zheng Zhu Title: GigaWorld-Policy-0.5: A Faster and Stronger

en

20:59

SynthDocBench: Controlled Benchmark for Long-Context...

Daily Paper Cast ·

2026/07/16

🤗 Upvotes: 57 | cs.CV, cs.AI Authors: Abhigya Verma, Khyati Mahajan, Amit Kumar Saha, Shruthan Radhakrishna, Sagar Davasam, Vikas Yadav, Sai Rajeswar Mudumba Title: SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding Arxiv: http://arxiv.org/abs/2607.10400v1 Abstract: Vision language models (VLMs) have achieved strong performance on visual document

en

19:17

Read It Back: Pretrained MLLMs Are Zero-Shot Reward...

Daily Paper Cast ·

2026/07/16

🤗 Upvotes: 47 | cs.CV Authors: Runhui Huang, Qihui Zhang, Zhe Liu, Yu Gao, Jie Wu, Hengshuang Zhao Title: Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation Arxiv: http://arxiv.org/abs/2607.11886v1 Abstract: In this paper, we propose SpectraReward, a training-free reward function that turns pretrained MLLMs into off-the-shelf reward models

en

19:24

Search Beyond What Can Be Taught: Evolving the...

Daily Paper Cast ·

2026/07/16

🤗 Upvotes: 33 | cs.CV, cs.AI Authors: Haozhe Wang, Weijia Feng, Jinpeng Yu, Che Liu, Ping Nie, Fangzhen Lin, Jiaming Liu, Ruihua Huang, Jimmy Lin, Wenhu Chen, Cong Wei Title: Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Arxiv: http://arxiv.org/abs/2607.05382v3 Abstract: Visual generators excel at rendering, but they confidently

en

19:39

Blind-Spots-Bench: Evaluating Blind Spots in...

Daily Paper Cast ·

2026/07/16

🤗 Upvotes: 22 | cs.AI Authors: Matteo Santelmo, Xiuying Wei, Israa Fakih, Felix Bauer, Juan Garcia Giraldo, Chengkun Li, Etienne Bamas, Emmanuel Abbé Title: Blind-Spots-Bench: Evaluating Blind Spots in Multimodal Models Arxiv: http://arxiv.org/abs/2607.08317v1 Abstract: Modern AI models achieve strong performance on many established benchmarks, yet they still fail on tasks that

en

19:42

Weak-to-Strong Generalization via Direct On-Policy...

Daily Paper Cast ·

2026/07/15

🤗 Upvotes: 100 | cs.LG, cs.AI, cs.CL Authors: Shiyuan Feng, Huan-ang Gao, Haohan Chi, Hanlin Wu, Zhilong Zhang, Zheng Jiang, Bingxiang He, Wei-Ying Ma, Ya-Qin Zhang, Hao Zhou Title: Weak-to-Strong Generalization via Direct On-Policy Distillation Arxiv: http://arxiv.org/abs/2607.05394v2 Abstract: Reinforcement learning with verifiable rewards (RLVR) is a powerful recipe for

en

22:18

ABot-AgentOS: A General Robotic Agent OS with...

Daily Paper Cast ·

2026/07/15

🤗 Upvotes: 68 | cs.AI, cs.RO Authors: Jiayi Tian, Shiao Liu, Yuting Xu, Jia Lu, Zihao Guan, Honglin Han, Di Yang, Minqi Gu, Yifei Qian, Tianlin Zhang, Yanqing Zhu, Zeqian Ye, Menglin Yang, Fei Wang, Xu Hu, Xiuxian Li, Wei Zhang, Shihui Su, Yiyan Ji, Jingbo Wang, Ziteng Feng, Jiaheng Liu, Zhaoxiang Zhang, Xiaolong Wu, Mingyang Yin, Zedong Chu, Mu Xu Title: ABot-AgentOS: A General Robotic Agent OS with Lifelong Multi-modal

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19:56

4D Human-Scene Reconstruction from Low-Overlap Captures

Daily Paper Cast ·

2026/07/15

🤗 Upvotes: 41 | cs.CV Authors: Minhyuk Hwang, Sangmin Kim, Seunguk Do, Daneul Kim, Jaesik Park Title: 4D Human-Scene Reconstruction from Low-Overlap Captures Arxiv: http://arxiv.org/abs/2607.09125v1 Abstract: Existing volumetric capture of dynamic human performance achieves high fidelity with dense camera arrays. However, in real-world scenarios, only a handful of low-overlap

en

18:37

LightMem-Ego: Your AI Memory for Everyday Life

Daily Paper Cast ·

2026/07/15

🤗 Upvotes: 35 | cs.CL, cs.AI, cs.CV, cs.HC, cs.MM Authors: Yijun Chen, Boyi Xiao, Yixian Zhao, Haoting Xia, Buqiang Xu, Jizhan Fang, Yanya Li, Yaqi Zheng, Xuehai Wang, Zirui Xue, Liuxin Zhang, Hui Li, Ningyu Zhang Title: LightMem-Ego: Your AI Memory for Everyday Life Arxiv: http://arxiv.org/abs/2607.11487v1 Abstract: Personal AI assistants on mobile and wearable devices

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20:24

Long-Horizon-Terminal-Bench: Testing the Limits of...

Daily Paper Cast ·

2026/07/14

🤗 Upvotes: 51 | cs.AI Authors: Zongxia Li, Zhongzhi Li, Yucheng Shi, Ruhan Wang, Junyao Yang, Zhichao Liu, Xiyang Wu, Anhao Li, Yue Yu, Ninghao Liu, Lichao Sun, Haotao Mi, Leowei Liang Title: Long-Horizon-Terminal-Bench: Testing the Limits of Agents on Long-Horizon Terminal Tasks with Dense Reward-Based Grading Arxiv: http://arxiv.org/abs/2607.08964v2 Abstract: AI agents have

en

18:18

Scalable Visual Pretraining for Language Intelligence

Daily Paper Cast ·

2026/07/14

🤗 Upvotes: 43 | cs.CV, cs.AI, cs.MM Authors: Yiming Zhang, Zhonghan Zhao, Wenwei Zhang, Haiteng Zhao, Tianyang Lin, Yunhua Zhou, Demin Song, Kuikun Liu, Haochen Ye, Haian Huang, Yuzhe Gu, Haijun Lv, Qipeng Guo, Bin Liu, Gaoang Wang, Kai Chen Title: Scalable Visual Pretraining for Language Intelligence Arxiv: http://arxiv.org/abs/2607.09657v1 Abstract: The rapid progress of large

en

20:24

Video Generation Models are General-Purpose Vision...

Daily Paper Cast ·

2026/07/14

🤗 Upvotes: 43 | cs.CV, cs.AI Authors: Letian Wang, Chuhan Zhang, Rishabh Kabra, Jasper Uijlings, Steven Waslander, Andrew Zisserman, Joao Carreira, Kaiming He, Misha Andriluka, Eduard Gabriel Bazavan, Andrei Zanfir, Cristian Sminchisescu Title: Video Generation Models are General-Purpose Vision Learners Arxiv: http://arxiv.org/abs/2607.09024v1 Abstract: Driven by next-token

en

22:47

Vidu S1: A Real-Time Interactive Video Generation Model

Daily Paper Cast ·

2026/07/11

🤗 Upvotes: 108 | cs.CV, cs.LG Authors: Jintao Zhang, Kai Jiang, Jintao Chen, Xu Wang, Yang Luo, Yuji Wang, Dechuang Chen, Jungang Li, Chengyang Ye, Marco Chen, Hongzhou Zhu, Min Zhao, Yuxuan Jiang, Zhengkun Huang, Chendong Xiang, Kaiwen Zheng, Haoxu Wang, Xiaohang Wang, Qi Jia, Xin Chen, Yimin Chen, Youhe Jiang, Fangcheng Fu, Zhijie Deng, Fan Bao, Jianfei Chen, Jun Zhu Title: Vidu S1: A Real-Time Interactive Video Generation

en

24:53

Why Can't I Open My Drawer? Mitigating Object-Driven...

Daily Paper Cast ·

2026/07/11

🤗 Upvotes: 42 | cs.CV, cs.AI Authors: Geo Ahn, Inwoong Lee, Taeoh Kim, Minho Shim, Dongyoon Wee, Jinwoo Choi Title: Why Can't I Open My Drawer? Mitigating Object-Driven Shortcuts in Zero-Shot Compositional Action Recognition Arxiv: http://arxiv.org/abs/2601.16211v3 Abstract: Zero-Shot Compositional Action Recognition (ZS-CAR) requires recognizing novel verb-object combinations

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2,187 results

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