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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

21:52

Mini-o3: Scaling Up Reasoning Patterns and...

Daily Paper Cast ·

2025/09/11

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.CL Authors: Xin Lai, Junyi Li, Wei Li, Tao Liu, Tianjian Li, Hengshuang Zhao Title: Mini-o3: Scaling Up Reasoning Patterns and Interaction Turns for Visual Search Arxiv: http://arxiv.org/abs/2509.07969v1 Abstract: Recent advances in large multimodal models have leveraged image-based tools with reinforcement learning to tackle visual problems

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24:13

Reconstruction Alignment Improves Unified Multimodal...

Daily Paper Cast ·

2025/09/11

🤗 Upvotes: 31 | cs.CV, cs.AI, cs.LG Authors: Ji Xie, Trevor Darrell, Luke Zettlemoyer, XuDong Wang Title: Reconstruction Alignment Improves Unified Multimodal Models Arxiv: http://arxiv.org/abs/2509.07295v1 Abstract: Unified multimodal models (UMMs) unify visual understanding and generation within a single architecture. However, conventional training relies on image-text pairs

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23:02

UMO: Scaling Multi-Identity Consistency for Image...

Daily Paper Cast ·

2025/09/11

🤗 Upvotes: 24 | cs.CV, cs.LG Authors: Yufeng Cheng, Wenxu Wu, Shaojin Wu, Mengqi Huang, Fei Ding, Qian He Title: UMO: Scaling Multi-Identity Consistency for Image Customization via Matching Reward Arxiv: http://arxiv.org/abs/2509.06818v1 Abstract: Recent advancements in image customization exhibit a wide range of application prospects due to stronger customization capabilities

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12:24

Reverse-Engineered Reasoning for Open-Ended Generation

Daily Paper Cast ·

2025/09/10

🤗 Upvotes: 107 | cs.AI, cs.CLAuthors: Haozhe Wang, Haoran Que, Qixin Xu, Minghao Liu, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Wei Ye, Tong Yang, Wenhao Huang, Ge Zhang, Fangzhen Lin Title: Reverse-Engineered Reasoning for Open-Ended Generation Arxiv: http://arxiv.org/abs/2509.06160v1 Abstract: While the ``deep reasoning'' paradigm has spurred significant advances in

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10:46

Does DINOv3 Set a New Medical Vision Standard?

Daily Paper Cast ·

2025/09/10

🤗 Upvotes: 28 | cs.CV Authors: Che Liu, Yinda Chen, Haoyuan Shi, Jinpeng Lu, Bailiang Jian, Jiazhen Pan, Linghan Cai, Jiayi Wang, Yundi Zhang, Jun Li, Cosmin I. Bercea, Cheng Ouyang, Chen Chen, Zhiwei Xiong, Benedikt Wiestler, Christian Wachinger, Daniel Rueckert, Wenjia Bai, Rossella Arcucci Title: Does DINOv3 Set a New Medical Vision Standard? Arxiv: http://arxiv.org/abs/2509.06467v1

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13:57

Symbolic Graphics Programming with Large Language Models

Daily Paper Cast ·

2025/09/09

🤗 Upvotes: 31 | cs.CV, cs.LG Authors: Yamei Chen, Haoquan Zhang, Yangyi Huang, Zeju Qiu, Kaipeng Zhang, Yandong Wen, Weiyang Liu Title: Symbolic Graphics Programming with Large Language Models Arxiv: http://arxiv.org/abs/2509.05208v1 Abstract: Large language models (LLMs) excel at program synthesis, yet their ability to produce symbolic graphics programs (SGPs) that render into

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16:21

Set Block Decoding is a Language Model Inference...

Daily Paper Cast ·

2025/09/09

🤗 Upvotes: 31 | cs.LG Authors: Itai Gat, Heli Ben-Hamu, Marton Havasi, Daniel Haziza, Jeremy Reizenstein, Gabriel Synnaeve, David Lopez-Paz, Brian Karrer, Yaron Lipman Title: Set Block Decoding is a Language Model Inference Accelerator Arxiv: http://arxiv.org/abs/2509.04185v1 Abstract: Autoregressive next token prediction language models offer powerful capabilities but face

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22:57

Drivel-ology: Challenging LLMs with Interpreting...

Daily Paper Cast ·

2025/09/06

🤗 Upvotes: 100 | cs.CL Authors: Yang Wang, Chenghao Xiao, Chia-Yi Hsiao, Zi Yan Chang, Chi-Li Chen, Tyler Loakman, Chenghua Lin Title: Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth Arxiv: http://arxiv.org/abs/2509.03867v1 Abstract: We introduce Drivelology, a unique linguistic phenomenon characterised as "nonsense with depth", utterances that are

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18:45

From Editor to Dense Geometry Estimator

Daily Paper Cast ·

2025/09/06

🤗 Upvotes: 63 | cs.CV, cs.AI Authors: JiYuan Wang, Chunyu Lin, Lei Sun, Rongying Liu, Lang Nie, Mingxing Li, Kang Liao, Xiangxiang Chu, Yao Zhao Title: From Editor to Dense Geometry Estimator Arxiv: http://arxiv.org/abs/2509.04338v1 Abstract: Leveraging visual priors from pre-trained text-to-image (T2I) generative models has shown success in dense prediction. However, dense

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23:07

Towards a Unified View of Large Language Model...

Daily Paper Cast ·

2025/09/06

🤗 Upvotes: 42 | cs.LG, cs.AI, cs.CL Authors: Xingtai Lv, Yuxin Zuo, Youbang Sun, Hongyi Liu, Yuntian Wei, Zhekai Chen, Lixuan He, Xuekai Zhu, Kaiyan Zhang, Bingning Wang, Ning Ding, Bowen Zhou Title: Towards a Unified View of Large Language Model Post-Training Arxiv: http://arxiv.org/abs/2509.04419v1 Abstract: Two major sources of training data exist for post-training modern

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20:11

DeepResearch Arena: The First Exam of LLMs' Research...

Daily Paper Cast ·

2025/09/06

🤗 Upvotes: 41 | cs.AI Authors: Haiyuan Wan, Chen Yang, Junchi Yu, Meiqi Tu, Jiaxuan Lu, Di Yu, Jianbao Cao, Ben Gao, Jiaqing Xie, Aoran Wang, Wenlong Zhang, Philip Torr, Dongzhan Zhou Title: DeepResearch Arena: The First Exam of LLMs' Research Abilities via Seminar-Grounded Tasks Arxiv: http://arxiv.org/abs/2509.01396v1 Abstract: Deep research agents have attracted growing

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23:03

Inverse IFEval: Can LLMs Unlearn Stubborn Training...

Daily Paper Cast ·

2025/09/06

🤗 Upvotes: 41 | cs.CL Authors: Qinyan Zhang, Xinping Lei, Ruijie Miao, Yu Fu, Haojie Fan, Le Chang, Jiafan Hou, Dingling Zhang, Zhongfei Hou, Ziqiang Yang, Changxin Pu, Fei Hu, Jingkai Liu, Mengyun Liu, Yang Liu, Xiang Gao, Jiaheng Liu, Tong Yang, Zaiyuan Wang, Ge Zhang, Wenhao Huang Title: Inverse IFEval: Can LLMs Unlearn Stubborn Training Conventions to Follow Real Instructions? Arxiv:

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23:03

Open Data Synthesis For Deep Research

Daily Paper Cast ·

2025/09/05

🤗 Upvotes: 37 | cs.CL, cs.AI Authors: Ziyi Xia, Kun Luo, Hongjin Qian, Zheng Liu Title: Open Data Synthesis For Deep Research Arxiv: http://arxiv.org/abs/2509.00375v1 Abstract: Large language models (LLMs) are increasingly expected to go beyond simple factual queries toward Deep Research-tasks that require decomposing questions into sub-problems, coordinating multi-step

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21:57

Robix: A Unified Model for Robot Interaction,...

Daily Paper Cast ·

2025/09/05

🤗 Upvotes: 33 | cs.AI, cs.CV, cs.RO Authors: Huang Fang, Mengxi Zhang, Heng Dong, Wei Li, Zixuan Wang, Qifeng Zhang, Xueyun Tian, Yucheng Hu, Hang Li Title: Robix: A Unified Model for Robot Interaction, Reasoning and Planning Arxiv: http://arxiv.org/abs/2509.01106v1 Abstract: We introduce Robix, a unified model that integrates robot reasoning, task planning, and natural language

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24:16

UI-TARS-2 Technical Report: Advancing GUI Agent with...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 71 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Haoming Wang, Haoyang Zou, Huatong Song, Jiazhan Feng, Junjie Fang, Junting Lu, Longxiang Liu, Qinyu Luo, Shihao Liang, Shijue Huang, Wanjun Zhong, Yining Ye, Yujia Qin, Yuwen Xiong, Yuxin Song, Zhiyong Wu, Bo Li, Chen Dun, Chong Liu, Fuxing Leng, Hanbin Wang, Hao Yu, Haobin Chen, Hongyi Guo, Jing Su, Jingjia Huang, Kai Shen, Kaiyu Shi, Lin Yan, Peiyao Zhao, Pengfei Liu, Qinghao Ye, Renjie Zheng,

en

23:48

LLaVA-Critic-R1: Your Critic Model is Secretly a...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 63 | cs.CV, cs.LG Authors: Xiyao Wang, Chunyuan Li, Jianwei Yang, Kai Zhang, Bo Liu, Tianyi Xiong, Furong Huang Title: LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Arxiv: http://arxiv.org/abs/2509.00676v1 Abstract: In vision-language modeling, critic models are typically trained to evaluate outputs -- assigning scalar scores or pairwise

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22:32

ELV-Halluc: Benchmarking Semantic Aggregation...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 50 | cs.CV, cs.AI Authors: Hao Lu, Jiahao Wang, Yaolun Zhang, Ruohui Wang, Xuanyu Zheng, Yepeng Tang, Dahua Lin, Lewei Lu Title: ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding Arxiv: http://arxiv.org/abs/2508.21496v2 Abstract: Video multimodal large language models (Video-MLLMs) have achieved remarkable progress in video

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20:16

POINTS-Reader: Distillation-Free Adaptation of...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 39 | cs.CV Authors: Yuan Liu, Zhongyin Zhao, Le Tian, Haicheng Wang, Xubing Ye, Yangxiu You, Zilin Yu, Chuhan Wu, Xiao Zhou, Yang Yu, Jie Zhou Title: POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion Arxiv: http://arxiv.org/abs/2509.01215v1 Abstract: High-quality labeled data is essential for training accurate document

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23:34

Baichuan-M2: Scaling Medical Capability with Large...

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 28 | cs.LG, cs.AI Authors: Baichuan-M2 Team, :, Chengfeng Dou, Chong Liu, Fan Yang, Fei Li, Jiyuan Jia, Mingyang Chen, Qiang Ju, Shuai Wang, Shunya Dang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Chenzheng Zhu, Da Pan, Fei Deng, Guangwei Ai, Guosheng Dong, Hongda Zhang, Jinyang Tai, Jixiang Hong, Kai Lu, Linzhuang Sun, Peidong Guo, Qian Ma, Rihui Xin, Shihui Yang, Shusen Zhang, Yichuan Mo, Zheng Liang, Zhishou Zhang, Hengfu Cui, Zuyi Zhu,

en

18:19

Kwai Keye-VL 1.5 Technical Report

Daily Paper Cast ·

2025/09/04

🤗 Upvotes: 26 | cs.CV Authors: Biao Yang, Bin Wen, Boyang Ding, Changyi Liu, Chenglong Chu, Chengru Song, Chongling Rao, Chuan Yi, Da Li, Dunju Zang, Fan Yang, Guorui Zhou, Guowang Zhang, Han Shen, Hao Peng, Haojie Ding, Hao Wang, Hengrui Ju, Jiaming Huang, Jiangxia Cao, Jiankang Chen, Jingyun Hua, Kaibing Chen, Kaiyu Jiang, Kaiyu Tang, Kun Gai, Muhao Wei, Qiang Wang, Ruitao Wang, Sen Na, Shengnan Zhang, Siyang Mao, Sui Huang, Tianke Zhang, Tingting

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1,967 results

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