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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

19:15

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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20:07

Do NOT Think That Much for 2+3=? On the Overthinking...

Daily Paper Cast ·

2025/01/02

🤗 Upvotes: 13 | cs.CLAuthors: Xingyu Chen, Jiahao Xu, Tian Liang, Zhiwei He, Jianhui Pang, Dian Yu, Linfeng Song, Qiuzhi Liu, Mengfei Zhou, Zhuosheng Zhang, Rui Wang, Zhaopeng Tu, Haitao Mi, Dong Yu Title: Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs Arxiv: http://arxiv.org/abs/2412.21187v1 Abstract: The remarkable performance of models like the OpenAI

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18:53

OneKE: A Dockerized Schema-Guided LLM Agent-based...

Daily Paper Cast ·

2025/01/02

🤗 Upvotes: 11 | cs.CL, cs.AI, cs.DB, cs.IR, cs.LG Authors: Yujie Luo, Xiangyuan Ru, Kangwei Liu, Lin Yuan, Mengshu Sun, Ningyu Zhang, Lei Liang, Zhiqiang Zhang, Jun Zhou, Lanning Wei, Da Zheng, Haofen Wang, Huajun Chen Title: OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System Arxiv: http://arxiv.org/abs/2412.20005v1 Abstract: We introduce OneKE, a

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25:04

Explanatory Instructions: Towards Unified Vision...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 39 | cs.CVAuthors: Yang Shen, Xiu-Shen Wei, Yifan Sun, Yuxin Song, Tao Yuan, Jian Jin, Heyang Xu, Yazhou Yao, Errui Ding Title: Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization Arxiv: http://arxiv.org/abs/2412.18525v2 Abstract: Computer Vision (CV) has yet to fully achieve the zero-shot task generalization observed in

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22:45

On the Compositional Generalization of Multimodal...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 29 | cs.CV, cs.AI, cs.CL, cs.LG Authors: Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang Title: On the Compositional Generalization of Multimodal LLMs for Medical Imaging Arxiv: http://arxiv.org/abs/2412.20070v1 Abstract: Multimodal large language models (MLLMs) hold significant potential in the

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21:48

Bringing Objects to Life: 4D generation from 3D objects

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 24 | cs.CV Authors: Ohad Rahamim, Ori Malca, Dvir Samuel, Gal Chechik Title: Bringing Objects to Life: 4D generation from 3D objects Arxiv: http://arxiv.org/abs/2412.20422v1 Abstract: Recent advancements in generative modeling now enable the creation of 4D content (moving 3D objects) controlled with text prompts. 4D generation has large potential in applications like

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20:19

Efficiently Serving LLM Reasoning Programs with...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 20 | cs.LG, cs.CL Authors: Yichao Fu, Junda Chen, Siqi Zhu, Zheyu Fu, Zhongdongming Dai, Aurick Qiao, Hao Zhang Title: Efficiently Serving LLM Reasoning Programs with Certaindex Arxiv: http://arxiv.org/abs/2412.20993v1 Abstract: The rapid evolution of large language models (LLMs) has unlocked their capabilities in advanced reasoning tasks like mathematical

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21:15

TangoFlux: Super Fast and Faithful Text to Audio...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 14 | cs.SD, cs.AI, cs.CL, eess.AS Authors: Chia-Yu Hung, Navonil Majumder, Zhifeng Kong, Ambuj Mehrish, Rafael Valle, Bryan Catanzaro, Soujanya Poria Title: TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization Arxiv: http://arxiv.org/abs/2412.21037v1 Abstract: We introduce TangoFlux, an efficient

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22:47

Edicho: Consistent Image Editing in the Wild

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 13 | cs.CV Authors: Qingyan Bai, Hao Ouyang, Yinghao Xu, Qiuyu Wang, Ceyuan Yang, Ka Leong Cheng, Yujun Shen, Qifeng Chen Title: Edicho: Consistent Image Editing in the Wild Arxiv: http://arxiv.org/abs/2412.21079v1 Abstract: As a verified need, consistent editing across in-the-wild images remains a technical challenge arising from various unmanageable factors, like

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1,967 results

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