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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

23:21

RenderFormer: Transformer-based Neural Rendering of...

Daily Paper Cast ·

2025/05/30

🤗 Upvotes: 26 | cs.GR, cs.CV, cs.LG Authors: Chong Zeng, Yue Dong, Pieter Peers, Hongzhi Wu, Xin Tong Title: RenderFormer: Transformer-based Neural Rendering of Triangle Meshes with Global Illumination Arxiv: http://arxiv.org/abs/2505.21925v1 Abstract: We present RenderFormer, a neural rendering pipeline that directly renders an image from a triangle-based representation of a

en

22:14

ScienceBoard: Evaluating Multimodal Autonomous Agents...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 85 | cs.AI, cs.CL, cs.CV, cs.HCAuthors: Qiushi Sun, Zhoumianze Liu, Chang Ma, Zichen Ding, Fangzhi Xu, Zhangyue Yin, Haiteng Zhao, Zhenyu Wu, Kanzhi Cheng, Zhaoyang Liu, Jianing Wang, Qintong Li, Xiangru Tang, Tianbao Xie, Xiachong Feng, Xiang Li, Ben Kao, Wenhai Wang, Biqing Qi, Lingpeng Kong, Zhiyong Wu Title: ScienceBoard: Evaluating Multimodal Autonomous Agents in Realistic Scientific Workflows

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21:06

MME-Reasoning: A Comprehensive Benchmark for Logical...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 73 | cs.AI, cs.CV Authors: Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, Lei Bai, Bo Zhang, Xiangyu Yue Title: MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs Arxiv: http://arxiv.org/abs/2505.21327v1 Abstract: Logical reasoning is a fundamental aspect of human intelligence and an essential

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17:55

Paper2Poster: Towards Multimodal Poster Automation...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 73 | cs.CV, cs.AI, cs.CL, cs.MA Authors: Wei Pang, Kevin Qinghong Lin, Xiangru Jian, Xi He, Philip Torr Title: Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers Arxiv: http://arxiv.org/abs/2505.21497v1 Abstract: Academic poster generation is a crucial yet challenging task in scientific communication, requiring the compression of long-context

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24:24

OmniConsistency: Learning Style-Agnostic Consistency...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 57 | cs.CV Authors: Yiren Song, Cheng Liu, Mike Zheng Shou Title: OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data Arxiv: http://arxiv.org/abs/2505.18445v1 Abstract: Diffusion models have advanced image stylization significantly, yet two core challenges persist: (1) maintaining consistent stylization in complex scenes, particularly

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19:53

OpenS2V-Nexus: A Detailed Benchmark and Million-Scale...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 49 | cs.CV, cs.AI Authors: Shenghai Yuan, Xianyi He, Yufan Deng, Yang Ye, Jinfa Huang, Bin Lin, Jiebo Luo, Li Yuan Title: OpenS2V-Nexus: A Detailed Benchmark and Million-Scale Dataset for Subject-to-Video Generation Arxiv: http://arxiv.org/abs/2505.20292v3 Abstract: Subject-to-Video (S2V) generation aims to create videos that faithfully incorporate reference content,

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21:52

SynLogic: Synthesizing Verifiable Reasoning Data at...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 43 | cs.AI, cs.CL Authors: Junteng Liu, Yuanxiang Fan, Zhuo Jiang, Han Ding, Yongyi Hu, Chi Zhang, Yiqi Shi, Shitong Weng, Aili Chen, Shiqi Chen, Yunan Huang, Mozhi Zhang, Pengyu Zhao, Junjie Yan, Junxian He Title: SynLogic: Synthesizing Verifiable Reasoning Data at Scale for Learning Logical Reasoning and Beyond Arxiv: http://arxiv.org/abs/2505.19641v3 Abstract:

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18:54

Don't Overthink it. Preferring Shorter Thinking...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 41 | cs.CL, cs.AI Authors: Michael Hassid, Gabriel Synnaeve, Yossi Adi, Roy Schwartz Title: Don't Overthink it. Preferring Shorter Thinking Chains for Improved LLM Reasoning Arxiv: http://arxiv.org/abs/2505.17813v1 Abstract: Reasoning large language models (LLMs) heavily rely on scaling test-time compute to perform complex reasoning tasks by generating extensive

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20:35

Exploring the Latent Capacity of LLMs for One-Step...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 40 | cs.CL, cs.AI, cs.LG Authors: Gleb Mezentsev, Ivan Oseledets Title: Exploring the Latent Capacity of LLMs for One-Step Text Generation Arxiv: http://arxiv.org/abs/2505.21189v1 Abstract: A recent study showed that large language models (LLMs) can reconstruct surprisingly long texts - up to thousands of tokens - via autoregressive generation from just one specially

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22:23

Guided by Gut: Efficient Test-Time Scaling with...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 39 | cs.CL, cs.AI Authors: Amirhosein Ghasemabadi, Keith G. Mills, Baochun Li, Di Niu Title: Guided by Gut: Efficient Test-Time Scaling with Reinforced Intrinsic Confidence Arxiv: http://arxiv.org/abs/2505.20325v1 Abstract: Test-Time Scaling (TTS) methods for enhancing Large Language Model (LLM) reasoning often incur substantial computational costs, primarily due to

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20:58

VerIPO: Cultivating Long Reasoning in Video-LLMs via...

Daily Paper Cast ·

2025/05/29

🤗 Upvotes: 35 | cs.CL, cs.CV Authors: Yunxin Li, Xinyu Chen, Zitao Li, Zhenyu Liu, Longyue Wang, Wenhan Luo, Baotian Hu, Min Zhang Title: VerIPO: Cultivating Long Reasoning in Video-LLMs via Verifier-Gudied Iterative Policy Optimization Arxiv: http://arxiv.org/abs/2505.19000v1 Abstract: Applying Reinforcement Learning (RL) to Video Large Language Models (Video-LLMs) shows

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20:46

Mutarjim: Advancing Bidirectional Arabic-English...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 178 | cs.CL, cs.AIAuthors: Khalil Hennara, Muhammad Hreden, Mohamed Motaism Hamed, Zeina Aldallal, Sara Chrouf, Safwan AlModhayan Title: Mutarjim: Advancing Bidirectional Arabic-English Translation with a Small Language Model Arxiv: http://arxiv.org/abs/2505.17894v1 Abstract: We introduce Mutarjim, a compact yet powerful language model for bidirectional

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22:14

Shifting AI Efficiency From Model-Centric to...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 124 | cs.CL, cs.AI, cs.CV Authors: Xuyang Liu, Zichen Wen, Shaobo Wang, Junjie Chen, Zhishan Tao, Yubo Wang, Xiangqi Jin, Chang Zou, Yiyu Wang, Chenfei Liao, Xu Zheng, Honggang Chen, Weijia Li, Xuming Hu, Conghui He, Linfeng Zhang Title: Shifting AI Efficiency From Model-Centric to Data-Centric Compression Arxiv: http://arxiv.org/abs/2505.19147v1 Abstract: The rapid

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19:19

Alchemist: Turning Public Text-to-Image Data into...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 58 | cs.CV Authors: Valerii Startsev, Alexander Ustyuzhanin, Alexey Kirillov, Dmitry Baranchuk, Sergey Kastryulin Title: Alchemist: Turning Public Text-to-Image Data into Generative Gold Arxiv: http://arxiv.org/abs/2505.19297v1 Abstract: Pre-training equips text-to-image (T2I) models with broad world knowledge, but this alone is often insufficient to achieve high

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23:32

BizFinBench: A Business-Driven Real-World Financial...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 56 | cs.AI, cs.CE, cs.CL Authors: Guilong Lu, Xuntao Guo, Rongjunchen Zhang, Wenqiao Zhu, Ji Liu Title: BizFinBench: A Business-Driven Real-World Financial Benchmark for Evaluating LLMs Arxiv: http://arxiv.org/abs/2505.19457v1 Abstract: Large language models excel in general tasks, yet assessing their reliability in logic-heavy, precision-critical domains like

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21:12

PATS: Process-Level Adaptive Thinking Mode Switching

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 44 | cs.CL Authors: Yi Wang, Junxiao Liu, Shimao Zhang, Jiajun Chen, Shujian Huang Title: PATS: Process-Level Adaptive Thinking Mode Switching Arxiv: http://arxiv.org/abs/2505.19250v1 Abstract: Current large-language models (LLMs) typically adopt a fixed reasoning strategy, either simple or complex, for all questions, regardless of their difficulty. This neglect of

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20:57

Embodied Agents Meet Personalization: Exploring...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 42 | cs.CL Authors: Taeyoon Kwon, Dongwook Choi, Sunghwan Kim, Hyojun Kim, Seungjun Moon, Beong-woo Kwak, Kuan-Hao Huang, Jinyoung Yeo Title: Embodied Agents Meet Personalization: Exploring Memory Utilization for Personalized Assistance Arxiv: http://arxiv.org/abs/2505.16348v1 Abstract: Embodied agents empowered by large language models (LLMs) have shown strong

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22:44

ARM: Adaptive Reasoning Model

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 40 | cs.CL Authors: Siye Wu, Jian Xie, Yikai Zhang, Aili Chen, Kai Zhang, Yu Su, Yanghua Xiao Title: ARM: Adaptive Reasoning Model Arxiv: http://arxiv.org/abs/2505.20258v1 Abstract: While large reasoning models demonstrate strong performance on complex tasks, they lack the ability to adjust reasoning token usage based on task difficulty. This often leads to the

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21:22

Enigmata: Scaling Logical Reasoning in Large Language...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Jiangjie Chen, Qianyu He, Siyu Yuan, Aili Chen, Zhicheng Cai, Weinan Dai, Hongli Yu, Qiying Yu, Xuefeng Li, Jiaze Chen, Hao Zhou, Mingxuan Wang Title: Enigmata: Scaling Logical Reasoning in Large Language Models with Synthetic Verifiable Puzzles Arxiv: http://arxiv.org/abs/2505.19914v1 Abstract: Large Language Models (LLMs), such as OpenAI's

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21:22

Deciphering Trajectory-Aided LLM Reasoning: An...

Daily Paper Cast ·

2025/05/28

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Junnan Liu, Hongwei Liu, Linchen Xiao, Shudong Liu, Taolin Zhang, Zihan Ma, Songyang Zhang, Kai Chen Title: Deciphering Trajectory-Aided LLM Reasoning: An Optimization Perspective Arxiv: http://arxiv.org/abs/2505.19815v1 Abstract: We propose a novel framework for comprehending the reasoning capabilities of large language models (LLMs)

en

1,967 results

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