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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

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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22:12

Facilitating large language model Russian adaptation...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 6 | cs.CL, cs.AI Authors: Mikhail Tikhomirov, Daniil Chernyshev Title: Facilitating large language model Russian adaptation with Learned Embedding Propagation Arxiv: http://arxiv.org/abs/2412.21140v1 Abstract: Rapid advancements of large language model (LLM) technologies led to the introduction of powerful open-source instruction-tuned LLMs that have the same text

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26:54

Training Software Engineering Agents and Verifiers...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 6 | cs.SE, cs.CL Authors: Jiayi Pan, Xingyao Wang, Graham Neubig, Navdeep Jaitly, Heng Ji, Alane Suhr, Yizhe Zhang Title: Training Software Engineering Agents and Verifiers with SWE-Gym Arxiv: http://arxiv.org/abs/2412.21139v1 Abstract: We present SWE-Gym, the first environment for training real-world software engineering (SWE) agents. SWE-Gym contains 2,438

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20:54

HumanEval Pro and MBPP Pro: Evaluating Large Language...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 5 | cs.SE, cs.CL Authors: Zhaojian Yu, Yilun Zhao, Arman Cohan, Xiao-Ping Zhang Title: HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation Arxiv: http://arxiv.org/abs/2412.21199v1 Abstract: We introduce self-invoking code generation, a new task designed to evaluate the progressive reasoning and problem-solving capabilities of

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23:19

Slow Perception: Let's Perceive Geometric Figures...

Daily Paper Cast ·

2025/01/01

🤗 Upvotes: 5 | cs.CV Authors: Haoran Wei, Youyang Yin, Yumeng Li, Jia Wang, Liang Zhao, Jianjian Sun, Zheng Ge, Xiangyu Zhang Title: Slow Perception: Let's Perceive Geometric Figures Step-by-step Arxiv: http://arxiv.org/abs/2412.20631v1 Abstract: Recently, "visual o1" began to enter people's vision, with expectations that this slow-thinking design can solve visual reasoning

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23:19

HuatuoGPT-o1, Towards Medical Complex Reasoning with...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 53 | cs.CL, cs.AI, cs.LG Authors: Junying Chen, Zhenyang Cai, Ke Ji, Xidong Wang, Wanlong Liu, Rongsheng Wang, Jianye Hou, Benyou Wang Title: HuatuoGPT-o1, Towards Medical Complex Reasoning with LLMs Arxiv: http://arxiv.org/abs/2412.18925v1 Abstract: The breakthrough of OpenAI o1 highlights the potential of enhancing reasoning to improve LLM. Yet, most research in

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22:59

1.58-bit FLUX

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 24 | cs.CV, cs.AI, cs.LG Authors: Chenglin Yang, Celong Liu, Xueqing Deng, Dongwon Kim, Xing Mei, Xiaohui Shen, Liang-Chieh Chen Title: 1.58-bit FLUX Arxiv: http://arxiv.org/abs/2412.18653v1 Abstract: We present 1.58-bit FLUX, the first successful approach to quantizing the state-of-the-art text-to-image generation model, FLUX.1-dev, using 1.58-bit weights (i.e.,

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17:30

Next Token Prediction Towards Multimodal...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 17 | cs.CL, cs.AI, cs.CV, cs.LG, cs.MM, eess.AS Authors: Liang Chen, Zekun Wang, Shuhuai Ren, Lei Li, Haozhe Zhao, Yunshui Li, Zefan Cai, Hongcheng Guo, Lei Zhang, Yizhe Xiong, Yichi Zhang, Ruoyu Wu, Qingxiu Dong, Ge Zhang, Jian Yang, Lingwei Meng, Shujie Hu, Yulong Chen, Junyang Lin, Shuai Bai, Andreas Vlachos, Xu Tan, Minjia Zhang, Wen Xiao, Aaron Yee, Tianyu Liu, Baobao Chang Title: Next Token Prediction Towards

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23:16

Orient Anything: Learning Robust Object Orientation...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 11 | cs.CV Authors: Zehan Wang, Ziang Zhang, Tianyu Pang, Chao Du, Hengshuang Zhao, Zhou Zhao Title: Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models Arxiv: http://arxiv.org/abs/2412.18605v1 Abstract: Orientation is a key attribute of objects, crucial for understanding their spatial pose and arrangement in images. However,

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25:03

Task Preference Optimization: Improving Multimodal...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 11 | cs.CV Authors: Ziang Yan, Zhilin Li, Yinan He, Chenting Wang, Kunchang Li, Xinhao Li, Xiangyu Zeng, Zilei Wang, Yali Wang, Yu Qiao, Limin Wang, Yi Wang Title: Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment Arxiv: http://arxiv.org/abs/2412.19326v1 Abstract: Current multimodal large language models (MLLMs)

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22:38

From Elements to Design: A Layered Approach for...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 11 | cs.CV Authors: Jiawei Lin, Shizhao Sun, Danqing Huang, Ting Liu, Ji Li, Jiang Bian Title: From Elements to Design: A Layered Approach for Automatic Graphic Design Composition Arxiv: http://arxiv.org/abs/2412.19712v1 Abstract: In this work, we investigate automatic design composition from multimodal graphic elements. Although recent studies have developed various

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23:53

VideoMaker: Zero-shot Customized Video Generation...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 8 | cs.CV Authors: Tao Wu, Yong Zhang, Xiaodong Cun, Zhongang Qi, Junfu Pu, Huanzhang Dou, Guangcong Zheng, Ying Shan, Xi Li Title: VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models Arxiv: http://arxiv.org/abs/2412.19645v2 Abstract: Zero-shot customized video generation has gained significant attention due to its

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23:22

The Superposition of Diffusion Models Using the Itô...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 8 | cs.LG Authors: Marta Skreta, Lazar Atanackovic, Avishek Joey Bose, Alexander Tong, Kirill Neklyudov Title: The Superposition of Diffusion Models Using the Itô Density Estimator Arxiv: http://arxiv.org/abs/2412.17762v1 Abstract: The Cambrian explosion of easily accessible pre-trained diffusion models suggests a demand for methods that combine multiple different

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2,195 results

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