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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

24:47

Edify Image: High-Quality Image Generation with Pixel...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 21 | cs.CV, cs.LG Authors: NVIDIA, :, Yuval Atzmon, Maciej Bala, Yogesh Balaji, Tiffany Cai, Yin Cui, Jiaojiao Fan, Yunhao Ge, Siddharth Gururani, Jacob Huffman, Ronald Isaac, Pooya Jannaty, Tero Karras, Grace Lam, J. P. Lewis, Aaron Licata, Yen-Chen Lin, Ming-Yu Liu, Qianli Ma, Arun Mallya, Ashlee Martino-Tarr, Doug Mendez, Seungjun Nah, Chris Pruett, Fitsum Reda, Jiaming Song, Ting-Chun Wang, Fangyin Wei, Xiaohui Zeng, Yu Zeng,

en

24:32

GitChameleon: Unmasking the Version-Switching...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 18 | cs.SE, cs.LG Authors: Nizar Islah, Justine Gehring, Diganta Misra, Eilif Muller, Irina Rish, Terry Yue Zhuo, Massimo Caccia Title: GitChameleon: Unmasking the Version-Switching Capabilities of Code Generation Models Arxiv: http://arxiv.org/abs/2411.05830v1 Abstract: The rapid evolution of software libraries presents a significant challenge for code

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23:25

Watermark Anything with Localized Messages

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 11 | cs.CV, cs.CR Authors: Tom Sander, Pierre Fernandez, Alain Durmus, Teddy Furon, Matthijs Douze Title: Watermark Anything with Localized Messages Arxiv: http://arxiv.org/abs/2411.07231v1 Abstract: Image watermarking methods are not tailored to handle small watermarked areas. This restricts applications in real-world scenarios where parts of the image may come

en

22:52

Autoregressive Models in Vision: A Survey

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 3 | cs.CV, cs.CL Authors: Jing Xiong, Gongye Liu, Lun Huang, Chengyue Wu, Taiqiang Wu, Yao Mu, Yuan Yao, Hui Shen, Zhongwei Wan, Jinfa Huang, Chaofan Tao, Shen Yan, Huaxiu Yao, Lingpeng Kong, Hongxia Yang, Mi Zhang, Guillermo Sapiro, Jiebo Luo, Ping Luo, Ngai Wong Title: Autoregressive Models in Vision: A Survey Arxiv: http://arxiv.org/abs/2411.05902v1 Abstract:

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25:29

LLM2CLIP: Powerful Language Model Unlock Richer...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 15 | cs.CV, cs.CL Authors: Weiquan Huang, Aoqi Wu, Yifan Yang, Xufang Luo, Yuqing Yang, Liang Hu, Qi Dai, Xiyang Dai, Dongdong Chen, Chong Luo, Lili Qiu Title: LLM2CLIP: Powerful Language Model Unlock Richer Visual Representation Arxiv: http://arxiv.org/abs/2411.04997v1 Abstract: CLIP is one of the most important multimodal foundational models today. What powers

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23:34

Balancing Pipeline Parallelism with Vocabulary...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 10 | cs.DC Authors: Man Tsung Yeung, Penghui Qi, Min Lin, Xinyi Wan Title: Balancing Pipeline Parallelism with Vocabulary Parallelism Arxiv: http://arxiv.org/abs/2411.05288v1 Abstract: Pipeline parallelism is widely used to scale the training of transformer-based large language models, various works have been done to improve its throughput and memory footprint

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21:47

StdGEN: Semantic-Decomposed 3D Character Generation...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 10 | cs.CV Authors: Yuze He, Yanning Zhou, Wang Zhao, Zhongkai Wu, Kaiwen Xiao, Wei Yang, Yong-Jin Liu, Xiao Han Title: StdGEN: Semantic-Decomposed 3D Character Generation from Single Images Arxiv: http://arxiv.org/abs/2411.05738v1 Abstract: We present StdGEN, an innovative pipeline for generating semantically decomposed high-quality 3D characters from single

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21:17

DELIFT: Data Efficient Language model Instruction...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 5 | cs.CL Authors: Ishika Agarwal, Krishnateja Killamsetty, Lucian Popa, Marina Danilevksy Title: DELIFT: Data Efficient Language model Instruction Fine Tuning Arxiv: http://arxiv.org/abs/2411.04425v2 Abstract: Fine-tuning large language models (LLMs) is essential for enhancing their performance on specific tasks but is often resource-intensive due to redundant

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25:06

Parameter-Efficient Fine-Tuning of Large Language...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 4 | cs.SE, cs.AI, cs.LG Authors: André Storhaug, Jingyue Li Title: Parameter-Efficient Fine-Tuning of Large Language Models for Unit Test Generation: An Empirical Study Arxiv: http://arxiv.org/abs/2411.02462v1 Abstract: The advent of large language models (LLMs) like GitHub Copilot has significantly enhanced programmers' productivity, particularly in code

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22:22

RaVL: Discovering and Mitigating Spurious...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 3 | cs.CV, cs.AI Authors: Maya Varma, Jean-Benoit Delbrouck, Zhihong Chen, Akshay Chaudhari, Curtis Langlotz Title: RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models Arxiv: http://arxiv.org/abs/2411.04097v1 Abstract: Fine-tuned vision-language models (VLMs) often capture spurious correlations between image features and

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24:01

The Semantic Hub Hypothesis: Language Models Share...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 3 | cs.CL Authors: Zhaofeng Wu, Xinyan Velocity Yu, Dani Yogatama, Jiasen Lu, Yoon Kim Title: The Semantic Hub Hypothesis: Language Models Share Semantic Representations Across Languages and Modalities Arxiv: http://arxiv.org/abs/2411.04986v1 Abstract: Modern language models can process inputs across diverse languages and modalities. We hypothesize that models

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26:17

Improving the detection of technical debt in Java...

Daily Paper Cast ·

2024/11/12

🤗 Paper Upvotes: 2 | cs.SE Authors: Nam Le Hai, Anh M. T. Bui, Phuong T. Nguyen, Davide Di Ruscio, Rick Kazman Title: Improving the detection of technical debt in Java source code with an enriched dataset Arxiv: http://arxiv.org/abs/2411.05457v1 Abstract: Technical debt (TD) is a term used to describe the additional work and costs that emerge when developers have opted for a

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22:46

OpenCoder: The Open Cookbook for Top-Tier Code Large...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 69 | cs.CL, cs.PL Authors: Siming Huang, Tianhao Cheng, Jason Klein Liu, Jiaran Hao, Liuyihan Song, Yang Xu, J. Yang, J. H. Liu, Chenchen Zhang, Linzheng Chai, Ruifeng Yuan, Zhaoxiang Zhang, Jie Fu, Qian Liu, Ge Zhang, Zili Wang, Yuan Qi, Yinghui Xu, Wei Chu Title: OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models Arxiv: http://arxiv.org/abs/2411.04905v1

en

19:53

ReCapture: Generative Video Camera Controls for...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 50 | cs.CV, cs.AI, cs.GR, cs.LG Authors: David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz Title: ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning Arxiv: http://arxiv.org/abs/2411.05003v1 Abstract: Recently,

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25:23

BitNet a4.8: 4-bit Activations for 1-bit LLMs

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 41 | cs.CL, cs.LG Authors: Hongyu Wang, Shuming Ma, Furu Wei Title: BitNet a4.8: 4-bit Activations for 1-bit LLMs Arxiv: http://arxiv.org/abs/2411.04965v1 Abstract: Recent research on the 1-bit Large Language Models (LLMs), such as BitNet b1.58, presents a promising direction for reducing the inference cost of LLMs while maintaining their performance. In this

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23:01

DimensionX: Create Any 3D and 4D Scenes from a Single...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 27 | cs.CV, cs.AI, cs.GR Authors: Wenqiang Sun, Shuo Chen, Fangfu Liu, Zilong Chen, Yueqi Duan, Jun Zhang, Yikai Wang Title: DimensionX: Create Any 3D and 4D Scenes from a Single Image with Controllable Video Diffusion Arxiv: http://arxiv.org/abs/2411.04928v1 Abstract: In this paper, we introduce \textbf{DimensionX}, a framework designed to generate

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24:52

Mixture-of-Transformers: A Sparse and Scalable...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 25 | cs.CL Authors: Weixin Liang, Lili Yu, Liang Luo, Srinivasan Iyer, Ning Dong, Chunting Zhou, Gargi Ghosh, Mike Lewis, Wen-tau Yih, Luke Zettlemoyer, Xi Victoria Lin Title: Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models Arxiv: http://arxiv.org/abs/2411.04996v1 Abstract: The development of large language models

en

24:39

TIP-I2V: A Million-Scale Real Text and Image Prompt...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 20 | cs.CV Authors: Wenhao Wang, Yi Yang Title: TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation Arxiv: http://arxiv.org/abs/2411.04709v1 Abstract: Video generation models are revolutionizing content creation, with image-to-video models drawing increasing attention due to their enhanced controllability, visual

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22:30

Thanos: Enhancing Conversational Agents with...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 15 | cs.CL Authors: Young-Jun Lee, Dokyong Lee, Junyoung Youn, Kyeongjin Oh, Ho-Jin Choi Title: Thanos: Enhancing Conversational Agents with Skill-of-Mind-Infused Large Language Model Arxiv: http://arxiv.org/abs/2411.04496v1 Abstract: To increase social bonding with interlocutors, humans naturally acquire the ability to respond appropriately in a given situation

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22:01

Needle Threading: Can LLMs Follow Threads through...

Daily Paper Cast ·

2024/11/09

🤗 Paper Upvotes: 14 | cs.CL Authors: Jonathan Roberts, Kai Han, Samuel Albanie Title: Needle Threading: Can LLMs Follow Threads through Near-Million-Scale Haystacks? Arxiv: http://arxiv.org/abs/2411.05000v1 Abstract: As the context limits of Large Language Models (LLMs) increase, the range of possible applications and downstream functions broadens. In many real-world tasks,

en

1,967 results

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