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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

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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19:03

Safeguard Fine-Tuned LLMs Through Pre- and...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 6 | cs.CL Authors: Hua Farn, Hsuan Su, Shachi H Kumar, Saurav Sahay, Shang-Tse Chen, Hung-yi Lee Title: Safeguard Fine-Tuned LLMs Through Pre- and Post-Tuning Model Merging Arxiv: http://arxiv.org/abs/2412.19512v1 Abstract: Fine-tuning large language models (LLMs) for downstream tasks is a widely adopted approach, but it often leads to safety degradation in

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25:00

CypherBench: Towards Precise Retrieval over...

Daily Paper Cast ·

2024/12/31

🤗 Upvotes: 3 | cs.CL, cs.AI, cs.DB Authors: Yanlin Feng, Simone Papicchio, Sajjadur Rahman Title: CypherBench: Towards Precise Retrieval over Full-scale Modern Knowledge Graphs in the LLM Era Arxiv: http://arxiv.org/abs/2412.18702v1 Abstract: Retrieval from graph data is crucial for augmenting large language models (LLM) with both open-domain knowledge and private enterprise

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19:39

YuLan-Mini: An Open Data-efficient Language Model

Daily Paper Cast ·

2024/12/28

🤗 Upvotes: 27 | cs.CL Authors: Yiwen Hu, Huatong Song, Jia Deng, Jiapeng Wang, Jie Chen, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Ji-Rong Wen Title: YuLan-Mini: An Open Data-efficient Language Model Arxiv: http://arxiv.org/abs/2412.17743v2 Abstract: Effective pre-training of large language models (LLMs) has been challenging due to the immense resource

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21:47

A Silver Bullet or a Compromise for Full Attention? A...

Daily Paper Cast ·

2024/12/28

🤗 Upvotes: 17 | cs.CL Authors: Chenlong Deng, Zhisong Zhang, Kelong Mao, Shuaiyi Li, Xinting Huang, Dong Yu, Zhicheng Dou Title: A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression Arxiv: http://arxiv.org/abs/2412.17483v1 Abstract: In this work, we provide a thorough investigation of gist-based context compression

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21:10

MMFactory: A Universal Solution Search Engine for...

Daily Paper Cast ·

2024/12/28

🤗 Upvotes: 4 | cs.CV, cs.AI, cs.CL, cs.LG Authors: Wan-Cyuan Fan, Tanzila Rahman, Leonid Sigal Title: MMFactory: A Universal Solution Search Engine for Vision-Language Tasks Arxiv: http://arxiv.org/abs/2412.18072v1 Abstract: With advances in foundational and vision-language models, and effective fine-tuning techniques, a large number of both general and special-purpose models

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22:18

Molar: Multimodal LLMs with Collaborative Filtering...

Daily Paper Cast ·

2024/12/28

🤗 Upvotes: 2 | cs.IR, cs.AI Authors: Yucong Luo, Qitao Qin, Hao Zhang, Mingyue Cheng, Ruiran Yan, Kefan Wang, Jie Ouyang Title: Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation Arxiv: http://arxiv.org/abs/2412.18176v1 Abstract: Sequential recommendation (SR) systems have evolved significantly over the past decade, transitioning

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22:07

DepthLab: From Partial to Complete

Daily Paper Cast ·

2024/12/26

🤗 Upvotes: 21 | cs.CVAuthors: Zhiheng Liu, Ka Leong Cheng, Qiuyu Wang, Shuzhe Wang, Hao Ouyang, Bin Tan, Kai Zhu, Yujun Shen, Qifeng Chen, Ping Luo Title: DepthLab: From Partial to Complete Arxiv: http://arxiv.org/abs/2412.18153v1 Abstract: Missing values remain a common challenge for depth data across its wide range of applications, stemming from various causes like incomplete

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21:34

Fourier Position Embedding: Enhancing Attention's...

Daily Paper Cast ·

2024/12/26

🤗 Upvotes: 20 | cs.AI, cs.CL Authors: Ermo Hua, Che Jiang, Xingtai Lv, Kaiyan Zhang, Ning Ding, Youbang Sun, Biqing Qi, Yuchen Fan, Xue Kai Zhu, Bowen Zhou Title: Fourier Position Embedding: Enhancing Attention's Periodic Extension for Length Generalization Arxiv: http://arxiv.org/abs/2412.17739v1 Abstract: Extending the context length of Language Models (LMs) by improving

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1,967 results

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