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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

25:08

VIDEOP2R: Video Understanding from Perception to...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 70 | cs.CV, cs.AI, cs.LGAuthors: Yifan Jiang, Yueying Wang, Rui Zhao, Toufiq Parag, Zhimin Chen, Zhenyu Liao, Jayakrishnan Unnikrishnan Title: VIDEOP2R: Video Understanding from Perception to Reasoning Arxiv: http://arxiv.org/abs/2511.11113v1 Abstract: Reinforcement fine-tuning (RFT), a two-stage framework consisting of supervised fine-tuning (SFT) and reinforcement

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24:58

Think-at-Hard: Selective Latent Iterations to Improve...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 66 | cs.CL, cs.AI, cs.LG, cs.PF Authors: Tianyu Fu, Yichen You, Zekai Chen, Guohao Dai, Huazhong Yang, Yu Wang Title: Think-at-Hard: Selective Latent Iterations to Improve Reasoning Language Models Arxiv: http://arxiv.org/abs/2511.08577v1 Abstract: Improving reasoning capabilities of Large Language Models (LLMs), especially under parameter constraints, is crucial for

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23:48

AraLingBench A Human-Annotated Benchmark for...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 58 | cs.CL, cs.AI, cs.LG Authors: Mohammad Zbib, Hasan Abed Al Kader Hammoud, Sina Mukalled, Nadine Rizk, Fatima Karnib, Issam Lakkis, Ammar Mohanna, Bernard Ghanem Title: AraLingBench A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language Models Arxiv: http://arxiv.org/abs/2511.14295v1 Abstract: We present AraLingBench: a fully

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23:48

A Style is Worth One Code: Unlocking Code-to-Style...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 41 | cs.CV, cs.AI Authors: Huijie Liu, Shuhao Cui, Haoxiang Cao, Shuai Ma, Kai Wu, Guoliang Kang Title: A Style is Worth One Code: Unlocking Code-to-Style Image Generation with Discrete Style Space Arxiv: http://arxiv.org/abs/2511.10555v4 Abstract: Innovative visual stylization is a cornerstone of artistic creation, yet generating novel and consistent visual styles

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22:39

Can World Simulators Reason? Gen-ViRe: A Generative...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 32 | cs.CV Authors: Xinxin Liu, Zhaopan Xu, Kai Wang, Yong Jae Lee, Yuzhang Shang Title: Can World Simulators Reason? Gen-ViRe: A Generative Visual Reasoning Benchmark Arxiv: http://arxiv.org/abs/2511.13853v1 Abstract: While Chain-of-Thought (CoT) prompting enables sophisticated symbolic reasoning in LLMs, it remains confined to discrete text and cannot simulate the

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24:27

MVI-Bench: A Comprehensive Benchmark for Evaluating...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 24 | cs.CV Authors: Huiyi Chen, Jiawei Peng, Dehai Min, Changchang Sun, Kaijie Chen, Yan Yan, Xu Yang, Lu Cheng Title: MVI-Bench: A Comprehensive Benchmark for Evaluating Robustness to Misleading Visual Inputs in LVLMs Arxiv: http://arxiv.org/abs/2511.14159v1 Abstract: Evaluating the robustness of Large Vision-Language Models (LVLMs) is essential for their continued

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26:47

REVISOR: Beyond Textual Reflection, Towards...

Daily Paper Cast ·

2025/11/20

🤗 Upvotes: 22 | cs.CV Authors: Jiaze Li, Hao Yin, Wenhui Tan, Jingyang Chen, Boshen Xu, Yuxun Qu, Yijing Chen, Jianzhong Ju, Zhenbo Luo, Jian Luan Title: REVISOR: Beyond Textual Reflection, Towards Multimodal Introspective Reasoning in Long-Form Video Understanding Arxiv: http://arxiv.org/abs/2511.13026v1 Abstract: Self-reflection mechanisms that rely on purely text-based

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24:24

Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 87 | cs.CL, cs.AI, cs.CVAuthors: Yunxin Li, Xinyu Chen, Shenyuan Jiang, Haoyuan Shi, Zhenyu Liu, Xuanyu Zhang, Nanhao Deng, Zhenran Xu, Yicheng Ma, Meishan Zhang, Baotian Hu, Min Zhang Title: Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Arxiv: http://arxiv.org/abs/2511.12609v1 Abstract: We present Uni-MoE 2.0

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22:16

P1: Mastering Physics Olympiads with Reinforcement...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 107 | cs.LG, cs.AI, cs.CL Authors: Jiacheng Chen, Qianjia Cheng, Fangchen Yu, Haiyuan Wan, Yuchen Zhang, Shenghe Zheng, Junchi Yao, Qingyang Zhang, Haonan He, Yun Luo, Yufeng Zhao, Futing Wang, Li Sheng, Chengxing Xie, Yuxin Zuo, Yizhuo Li, Wenxauan Zeng, Yulun Wu, Rui Huang, Dongzhan Zhou, Kai Chen, Yu Qiao, Lei Bai, Yu Cheng, Ning Ding, Bowen Zhou, Peng Ye, Ganqu Cui Title: P1: Mastering Physics Olympiads with

en

27:44

MiroThinker: Pushing the Performance Boundaries of...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 104 | cs.CL Authors: MiroMind Team, Song Bai, Lidong Bing, Carson Chen, Guanzheng Chen, Yuntao Chen, Zhe Chen, Ziyi Chen, Jifeng Dai, Xuan Dong, Wenhan Dou, Yue Deng, Yunjie Fu, Junqi Ge, Chenxia Han, Tammy Huang, Zhenhang Huang, Jerry Jiao, Shilei Jiang, Tianyu Jiao, Xiaoqi Jian, Lei Lei, Ruilin Li, Ryan Luo, Tiantong Li, Xiang Lin, Ziyuan Liu, Zhiqi Li, Jie Ni, Qiang Ren, Pax Sun, Shiqian Su, Chenxin Tao, Bin Wang, Hellen Wang, Haonan

en

23:57

Souper-Model: How Simple Arithmetic Unlocks...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 75 | cs.CL Authors: Shalini Maiti, Amar Budhiraja, Bhavul Gauri, Gaurav Chaurasia, Anton Protopopov, Alexis Audran-Reiss, Michael Slater, Despoina Magka, Tatiana Shavrina, Roberta Raileanu, Yoram Bachrach Title: Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance Arxiv: http://arxiv.org/abs/2511.13254v1 Abstract: Large Language Models (LLMs)

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25:57

Part-X-MLLM: Part-aware 3D Multimodal Large Language...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 63 | cs.CV Authors: Chunshi Wang, Junliang Ye, Yunhan Yang, Yang Li, Zizhuo Lin, Jun Zhu, Zhuo Chen, Yawei Luo, Chunchao Guo Title: Part-X-MLLM: Part-aware 3D Multimodal Large Language Model Arxiv: http://arxiv.org/abs/2511.13647v1 Abstract: We introduce Part-X-MLLM, a native 3D multimodal large language model that unifies diverse 3D tasks by formulating them as

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20:43

MMaDA-Parallel: Multimodal Large Diffusion Language...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 47 | cs.CV Authors: Ye Tian, Ling Yang, Jiongfan Yang, Anran Wang, Yu Tian, Jiani Zheng, Haochen Wang, Zhiyang Teng, Zhuochen Wang, Yinjie Wang, Yunhai Tong, Mengdi Wang, Xiangtai Li Title: MMaDA-Parallel: Multimodal Large Diffusion Language Models for Thinking-Aware Editing and Generation Arxiv: http://arxiv.org/abs/2511.09611v3 Abstract: While thinking-aware

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23:49

GroupRank: A Groupwise Reranking Paradigm Driven by...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 46 | cs.IR, cs.AI, cs.LG Authors: Duolin Sun, Meixiu Long, Dan Yang, Yihan Jiao, Zhehao Tan, Jie Feng, Junjie Wang, Yue Shen, Peng Wei, Jian Wang, Jinjie Gu Title: GroupRank: A Groupwise Reranking Paradigm Driven by Reinforcement Learning Arxiv: http://arxiv.org/abs/2511.11653v1 Abstract: Large Language Models have shown strong potential as rerankers to enhance the

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23:11

TiViBench: Benchmarking Think-in-Video Reasoning for...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 40 | cs.CV Authors: Harold Haodong Chen, Disen Lan, Wen-Jie Shu, Qingyang Liu, Zihan Wang, Sirui Chen, Wenkai Cheng, Kanghao Chen, Hongfei Zhang, Zixin Zhang, Rongjin Guo, Yu Cheng, Ying-Cong Chen Title: TiViBench: Benchmarking Think-in-Video Reasoning for Video Generative Models Arxiv: http://arxiv.org/abs/2511.13704v1 Abstract: The rapid evolution of video

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25:25

PhysX-Anything: Simulation-Ready Physical 3D Assets...

Daily Paper Cast ·

2025/11/19

🤗 Upvotes: 31 | cs.CV, cs.RO Authors: Ziang Cao, Fangzhou Hong, Zhaoxi Chen, Liang Pan, Ziwei Liu Title: PhysX-Anything: Simulation-Ready Physical 3D Assets from Single Image Arxiv: http://arxiv.org/abs/2511.13648v1 Abstract: 3D modeling is shifting from static visual representations toward physical, articulated assets that can be directly used in simulation and interaction

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21:58

GGBench: A Geometric Generative Reasoning Benchmark...

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 30 | cs.AI Authors: Jingxuan Wei, Caijun Jia, Xi Bai, Xinglong Xu, Siyuan Li, Linzhuang Sun, Bihui Yu, Conghui He, Lijun Wu, Cheng Tan Title: GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models Arxiv: http://arxiv.org/abs/2511.11134v1 Abstract: The advent of Unified Multimodal Models (UMMs) signals a paradigm shift in artificial

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19:24

DoPE: Denoising Rotary Position Embedding

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 64 | cs.CL Authors: Jing Xiong, Liyang Fan, Hui Shen, Zunhai Su, Min Yang, Lingpeng Kong, Ngai Wong Title: DoPE: Denoising Rotary Position Embedding Arxiv: http://arxiv.org/abs/2511.09146v1 Abstract: Rotary Position Embedding (RoPE) in Transformer models has inherent limits that weaken length extrapolation. We reinterpret the attention map with positional encoding as

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25:25

WEAVE: Unleashing and Benchmarking the In-context...

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 41 | cs.CV Authors: Wei Chow, Jiachun Pan, Yongyuan Liang, Mingze Zhou, Xue Song, Liyu Jia, Saining Zhang, Siliang Tang, Juncheng Li, Fengda Zhang, Weijia Wu, Hanwang Zhang, Tat-Seng Chua Title: WEAVE: Unleashing and Benchmarking the In-context Interleaved Comprehension and Generation Arxiv: http://arxiv.org/abs/2511.11434v1 Abstract: Recent advances in unified

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25:46

UI2Code^N: A Visual Language Model for Test-Time...

Daily Paper Cast ·

2025/11/18

🤗 Upvotes: 28 | cs.CV Authors: Zhen Yang, Wenyi Hong, Mingde Xu, Xinyue Fan, Weihan Wang, Jiele Cheng, Xiaotao Gu, Jie Tang Title: UI2Code^N: A Visual Language Model for Test-Time Scalable Interactive UI-to-Code Generation Arxiv: http://arxiv.org/abs/2511.08195v2 Abstract: User interface (UI) programming is a core yet highly complex part of modern software development. Recent

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1,967 results

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