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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:

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All Episodes

23:02

VisionReward: Fine-Grained Multi-Dimensional Human...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 12 | cs.CV Authors: Jiazheng Xu, Yu Huang, Jiale Cheng, Yuanming Yang, Jiajun Xu, Yuan Wang, Wenbo Duan, Shen Yang, Qunlin Jin, Shurun Li, Jiayan Teng, Zhuoyi Yang, Wendi Zheng, Xiao Liu, Ming Ding, Xiaohan Zhang, Xiaotao Gu, Shiyu Huang, Minlie Huang, Jie Tang, Yuxiao Dong Title: VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation Arxiv:

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22:38

Virgo: A Preliminary Exploration on Reproducing...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 12 | cs.CV, cs.AI Authors: Yifan Du, Zikang Liu, Yifan Li, Wayne Xin Zhao, Yuqi Huo, Bingning Wang, Weipeng Chen, Zheng Liu, Zhongyuan Wang, Ji-Rong Wen Title: Virgo: A Preliminary Exploration on Reproducing o1-like MLLM Arxiv: http://arxiv.org/abs/2501.01904v1 Abstract: Recently, slow-thinking reasoning systems, built upon large language models (LLMs), have garnered

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19:44

SDPO: Segment-Level Direct Preference Optimization...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 10 | cs.AI, cs.CL Authors: Aobo Kong, Wentao Ma, Shiwan Zhao, Yongbin Li, Yuchuan Wu, Ke Wang, Xiaoqian Liu, Qicheng Li, Yong Qin, Fei Huang Title: SDPO: Segment-Level Direct Preference Optimization for Social Agents Arxiv: http://arxiv.org/abs/2501.01821v1 Abstract: Social agents powered by large language models (LLMs) can simulate human social behaviors but fall

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20:24

Graph Generative Pre-trained Transformer

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 9 | cs.LG, cs.AI Authors: Xiaohui Chen, Yinkai Wang, Jiaxing He, Yuanqi Du, Soha Hassoun, Xiaolin Xu, Li-Ping Liu Title: Graph Generative Pre-trained Transformer Arxiv: http://arxiv.org/abs/2501.01073v1 Abstract: Graph generation is a critical task in numerous domains, including molecular design and social network analysis, due to its ability to model complex

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23:14

LUSIFER: Language Universal Space Integration for...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 7 | cs.CL, cs.IR Authors: Hieu Man, Nghia Trung Ngo, Viet Dac Lai, Ryan A. Rossi, Franck Dernoncourt, Thien Huu Nguyen Title: LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Arxiv: http://arxiv.org/abs/2501.00874v1 Abstract: Recent advancements in large language models (LLMs) based embedding models have

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25:56

BoxingGym: Benchmarking Progress in Automated...

Daily Paper Cast ·

2025/01/07

🤗 Upvotes: 5 | cs.LG, cs.AI Authors: Kanishk Gandhi, Michael Y. Li, Lyle Goodyear, Louise Li, Aditi Bhaskar, Mohammed Zaman, Noah D. Goodman Title: BoxingGym: Benchmarking Progress in Automated Experimental Design and Model Discovery Arxiv: http://arxiv.org/abs/2501.01540v1 Abstract: Understanding the world and explaining it with scientific theories is a central aspiration of

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23:53

2.5 Years in Class: A Multimodal Textbook for...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 45 | cs.CV, cs.CL, cs.LG Authors: Wenqi Zhang, Hang Zhang, Xin Li, Jiashuo Sun, Yongliang Shen, Weiming Lu, Deli Zhao, Yueting Zhuang, Lidong Bing Title: 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining Arxiv: http://arxiv.org/abs/2501.00958v1 Abstract: Compared to image-text pair data, interleaved corpora enable Vision-Language Models (VLMs)

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23:32

CodeElo: Benchmarking Competition-level Code...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 30 | cs.CL Authors: Shanghaoran Quan, Jiaxi Yang, Bowen Yu, Bo Zheng, Dayiheng Liu, An Yang, Xuancheng Ren, Bofei Gao, Yibo Miao, Yunlong Feng, Zekun Wang, Jian Yang, Zeyu Cui, Yang Fan, Yichang Zhang, Binyuan Hui, Junyang Lin Title: CodeElo: Benchmarking Competition-level Code Generation of LLMs with Human-comparable Elo Ratings Arxiv: http://arxiv.org/abs/2501.01257v1

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19:15

VideoAnydoor: High-fidelity Video Object Insertion...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 30 | cs.CV Authors: Yuanpeng Tu, Hao Luo, Xi Chen, Sihui Ji, Xiang Bai, Hengshuang Zhao Title: VideoAnydoor: High-fidelity Video Object Insertion with Precise Motion Control Arxiv: http://arxiv.org/abs/2501.01427v1 Abstract: Despite significant advancements in video generation, inserting a given object into videos remains a challenging task. The difficulty lies in

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24:49

Reconstruction vs. Generation: Taming Optimization...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 25 | cs.CV, cs.LG Authors: Jingfeng Yao, Xinggang Wang Title: Reconstruction vs. Generation: Taming Optimization Dilemma in Latent Diffusion Models Arxiv: http://arxiv.org/abs/2501.01423v1 Abstract: Latent diffusion models with Transformer architectures excel at generating high-fidelity images. However, recent studies reveal an optimization dilemma in this two-stage

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20:19

ProgCo: Program Helps Self-Correction of Large...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 17 | cs.CL, cs.AI, cs.LG Authors: Xiaoshuai Song, Yanan Wu, Weixun Wang, Jiaheng Liu, Wenbo Su, Bo Zheng Title: ProgCo: Program Helps Self-Correction of Large Language Models Arxiv: http://arxiv.org/abs/2501.01264v1 Abstract: Self-Correction aims to enable large language models (LLMs) to self-verify and self-refine their initial responses without external feedback

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25:32

MapEval: A Map-Based Evaluation of Geo-Spatial...

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 16 | cs.CL Authors: Mahir Labib Dihan, Md Tanvir Hassan, Md Tanvir Parvez, Md Hasebul Hasan, Md Almash Alam, Muhammad Aamir Cheema, Mohammed Eunus Ali, Md Rizwan Parvez Title: MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models Arxiv: http://arxiv.org/abs/2501.00316v1 Abstract: Recent advancements in foundation models have enhanced AI

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23:35

A3: Android Agent Arena for Mobile GUI Agents

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 15 | cs.AI Authors: Yuxiang Chai, Hanhao Li, Jiayu Zhang, Liang Liu, Guozhi Wang, Shuai Ren, Siyuan Huang, Hongsheng Li Title: A3: Android Agent Arena for Mobile GUI Agents Arxiv: http://arxiv.org/abs/2501.01149v1 Abstract: AI agents have become increasingly prevalent in recent years, driven by significant advancements in the field of large language models (LLMs)

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22:20

MLLM-as-a-Judge for Image Safety without Human Labeling

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 14 | cs.CV, cs.CL, cs.CY, cs.LG Authors: Zhenting Wang, Shuming Hu, Shiyu Zhao, Xiaowen Lin, Felix Juefei-Xu, Zhuowei Li, Ligong Han, Harihar Subramanyam, Li Chen, Jianfa Chen, Nan Jiang, Lingjuan Lyu, Shiqing Ma, Dimitris N. Metaxas, Ankit Jain Title: MLLM-as-a-Judge for Image Safety without Human Labeling Arxiv: http://arxiv.org/abs/2501.00192v1 Abstract: Image

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21:52

Dynamic Scaling of Unit Tests for Code Reward Modeling

Daily Paper Cast ·

2025/01/04

🤗 Upvotes: 13 | cs.CL, cs.SE Authors: Zeyao Ma, Xiaokang Zhang, Jing Zhang, Jifan Yu, Sijia Luo, Jie Tang Title: Dynamic Scaling of Unit Tests for Code Reward Modeling Arxiv: http://arxiv.org/abs/2501.01054v1 Abstract: Current large language models (LLMs) often struggle to produce accurate responses on the first attempt for complex reasoning tasks like code generation. Prior

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22:38

OS-Genesis: Automating GUI Agent Trajectory...

Daily Paper Cast ·

2025/01/03

🤗 Upvotes: 52 | cs.AI, cs.CL, cs.CV, cs.HCAuthors: Qiushi Sun, Kanzhi Cheng, Zichen Ding, Chuanyang Jin, Yian Wang, Fangzhi Xu, Zhenyu Wu, Chengyou Jia, Liheng Chen, Zhoumianze Liu, Ben Kao, Guohao Li, Junxian He, Yu Qiao, Zhiyong Wu Title: OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis Arxiv: http://arxiv.org/abs/2412.19723v1 Abstract:

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17:16

Xmodel-2 Technical Report

Daily Paper Cast ·

2025/01/03

🤗 Upvotes: 13 | cs.AI Authors: Wang Qun, Liu Yang, Lin Qingquan, Qu Zhijiu, Jiang Ling Title: Xmodel-2 Technical Report Arxiv: http://arxiv.org/abs/2412.19638v1 Abstract: Xmodel-2 is a 1.2-billion-parameter large language model designed specifically for reasoning tasks. Its architecture enables different model scales to share a unified set of hyperparameters, allowing for

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24:50

Are Vision-Language Models Truly Understanding...

Daily Paper Cast ·

2025/01/03

🤗 Upvotes: 9 | cs.CV Authors: Sangyun Chung, Youngjoon Yu, Youngchae Chee, Se Yeon Kim, Byung-Kwan Lee, Yong Man Ro Title: Are Vision-Language Models Truly Understanding Multi-vision Sensor? Arxiv: http://arxiv.org/abs/2412.20750v1 Abstract: Large-scale Vision-Language Models (VLMs) have advanced by aligning vision inputs with text, significantly improving performance in

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20:48

HUNYUANPROVER: A Scalable Data Synthesis Framework...

Daily Paper Cast ·

2025/01/03

🤗 Upvotes: 4 | cs.AI, cs.CL Authors: Yang Li, Dong Du, Linfeng Song, Chen Li, Weikang Wang, Tao Yang, Haitao Mi Title: HUNYUANPROVER: A Scalable Data Synthesis Framework and Guided Tree Search for Automated Theorem Proving Arxiv: http://arxiv.org/abs/2412.20735v2 Abstract: We introduce HunyuanProver, an language model finetuned from the Hunyuan 7B for interactive automatic

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22:06

VMix: Improving Text-to-Image Diffusion Model with...

Daily Paper Cast ·

2025/01/03

🤗 Upvotes: 2 | cs.CV Authors: Shaojin Wu, Fei Ding, Mengqi Huang, Wei Liu, Qian He Title: VMix: Improving Text-to-Image Diffusion Model with Cross-Attention Mixing Control Arxiv: http://arxiv.org/abs/2412.20800v1 Abstract: While diffusion models show extraordinary talents in text-to-image generation, they may still fail to generate highly aesthetic images. More specifically,

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2,195 results

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