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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

20:13

MagicQuill: An Intelligent Interactive Image Editing...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 31 | cs.CV Authors: Zichen Liu, Yue Yu, Hao Ouyang, Qiuyu Wang, Ka Leong Cheng, Wen Wang, Zhiheng Liu, Qifeng Chen, Yujun Shen Title: MagicQuill: An Intelligent Interactive Image Editing System Arxiv: http://arxiv.org/abs/2411.09703v1 Abstract: Image editing involves a variety of complex tasks and requires efficient and precise manipulation techniques. In this

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20:48

Cut Your Losses in Large-Vocabulary Language Models

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 15 | cs.LG, cs.CL Authors: Erik Wijmans, Brody Huval, Alexander Hertzberg, Vladlen Koltun, Philipp Krähenbühl Title: Cut Your Losses in Large-Vocabulary Language Models Arxiv: http://arxiv.org/abs/2411.09009v1 Abstract: As language models grow ever larger, so do their vocabularies. This has shifted the memory footprint of LLMs during training disproportionately

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23:44

ClinicalBench: Can LLMs Beat Traditional ML Models in...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 9 | cs.CL Authors: Canyu Chen, Jian Yu, Shan Chen, Che Liu, Zhongwei Wan, Danielle Bitterman, Fei Wang, Kai Shu Title: ClinicalBench: Can LLMs Beat Traditional ML Models in Clinical Prediction? Arxiv: http://arxiv.org/abs/2411.06469v1 Abstract: Large Language Models (LLMs) hold great promise to revolutionize current clinical systems for their superior capacities

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22:38

Sharingan: Extract User Action Sequence from Desktop...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 3 | cs.CV, cs.AI Authors: Yanting Chen, Yi Ren, Xiaoting Qin, Jue Zhang, Kehong Yuan, Lu Han, Qingwei Lin, Dongmei Zhang, Saravan Rajmohan, Qi Zhang Title: Sharingan: Extract User Action Sequence from Desktop Recordings Arxiv: http://arxiv.org/abs/2411.08768v1 Abstract: Video recordings of user activities, particularly desktop recordings, offer a rich source of

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22:27

Hermes: A Large Language Model Framework on the...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 2 | cs.AI, cs.NI Authors: Fadhel Ayed, Ali Maatouk, Nicola Piovesan, Antonio De Domenico, Merouane Debbah, Zhi-Quan Luo Title: Hermes: A Large Language Model Framework on the Journey to Autonomous Networks Arxiv: http://arxiv.org/abs/2411.06490v1 Abstract: The drive toward automating cellular network operations has grown with the increasing complexity of these

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22:09

Inconsistencies In Consistency Models: Better ODE...

Daily Paper Cast ·

2024/11/16

🤗 Paper Upvotes: 2 | cs.LG, cs.AI Authors: Noël Vouitsis, Rasa Hosseinzadeh, Brendan Leigh Ross, Valentin Villecroze, Satya Krishna Gorti, Jesse C. Cresswell, Gabriel Loaiza-Ganem Title: Inconsistencies In Consistency Models: Better ODE Solving Does Not Imply Better Samples Arxiv: http://arxiv.org/abs/2411.08954v1 Abstract: Although diffusion models can generate remarkably

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21:15

Direct Preference Optimization Using Sparse...

Daily Paper Cast ·

2024/11/15

🤗 Paper Upvotes: 10 | cs.AI, cs.CLAuthors: Qingyu Yin, Chak Tou Leong, Hongbo Zhang, Minjun Zhu, Hanqi Yan, Qiang Zhang, Yulan He, Wenjie Li, Jun Wang, Yue Zhang, Linyi Yang Title: Direct Preference Optimization Using Sparse Feature-Level Constraints Arxiv: http://arxiv.org/abs/2411.07618v1 Abstract: The alignment of large language models (LLMs) with human preferences remains a

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24:28

CamemBERT 2.0: A Smarter French Language Model Aged...

Daily Paper Cast ·

2024/11/15

🤗 Paper Upvotes: 8 | cs.CL Authors: Wissam Antoun, Francis Kulumba, Rian Touchent, Éric de la Clergerie, Benoît Sagot, Djamé Seddah Title: CamemBERT 2.0: A Smarter French Language Model Aged to Perfection Arxiv: http://arxiv.org/abs/2411.08868v1 Abstract: French language models, such as CamemBERT, have been widely adopted across industries for natural language processing (NLP)

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21:54

Can sparse autoencoders be used to decompose and...

Daily Paper Cast ·

2024/11/15

🤗 Paper Upvotes: 6 | cs.LG, cs.AI, cs.CL Authors: Harry Mayne, Yushi Yang, Adam Mahdi Title: Can sparse autoencoders be used to decompose and interpret steering vectors? Arxiv: http://arxiv.org/abs/2411.08790v1 Abstract: Steering vectors are a promising approach to control the behaviour of large language models. However, their underlying mechanisms remain poorly understood

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18:59

PerceiverS: A Multi-Scale Perceiver with Effective...

Daily Paper Cast ·

2024/11/15

🤗 Paper Upvotes: 5 | cs.AI, cs.MM, cs.SD, eess.AS Authors: Yungang Yi, Weihua Li, Matthew Kuo, Quan Bai Title: PerceiverS: A Multi-Scale Perceiver with Effective Segmentation for Long-Term Expressive Symbolic Music Generation Arxiv: http://arxiv.org/abs/2411.08307v1 Abstract: Music generation has progressed significantly, especially in the domain of audio generation. However,

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20:51

SAMPart3D: Segment Any Part in 3D Objects

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 18 | cs.CVAuthors: Yunhan Yang, Yukun Huang, Yuan-Chen Guo, Liangjun Lu, Xiaoyang Wu, Edmund Y. Lam, Yan-Pei Cao, Xihui Liu Title: SAMPart3D: Segment Any Part in 3D Objects Arxiv: http://arxiv.org/abs/2411.07184v1 Abstract: 3D part segmentation is a crucial and challenging task in 3D perception, playing a vital role in applications such as robotics, 3D

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22:30

JanusFlow: Harmonizing Autoregression and Rectified...

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 14 | cs.CV, cs.AI, cs.CL Authors: Yiyang Ma, Xingchao Liu, Xiaokang Chen, Wen Liu, Chengyue Wu, Zhiyu Wu, Zizheng Pan, Zhenda Xie, Haowei Zhang, Xingkai yu, Liang Zhao, Yisong Wang, Jiaying Liu, Chong Ruan Title: JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and Generation Arxiv: http://arxiv.org/abs/2411.07975v1 Abstract:

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27:47

Stronger Models are NOT Stronger Teachers for...

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 13 | cs.AI, cs.CL Authors: Zhangchen Xu, Fengqing Jiang, Luyao Niu, Bill Yuchen Lin, Radha Poovendran Title: Stronger Models are NOT Stronger Teachers for Instruction Tuning Arxiv: http://arxiv.org/abs/2411.07133v2 Abstract: Instruction tuning has been widely adopted to ensure large language models (LLMs) follow user instructions effectively. The resulting

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20:39

BLIP3-KALE: Knowledge Augmented Large-Scale Dense...

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 11 | cs.CV, cs.AI Authors: Anas Awadalla, Le Xue, Manli Shu, An Yan, Jun Wang, Senthil Purushwalkam, Sheng Shen, Hannah Lee, Oscar Lo, Jae Sung Park, Etash Guha, Silvio Savarese, Ludwig Schmidt, Yejin Choi, Caiming Xiong, Ran Xu Title: BLIP3-KALE: Knowledge Augmented Large-Scale Dense Captions Arxiv: http://arxiv.org/abs/2411.07461v1 Abstract: We introduce

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25:09

Scaling Properties of Diffusion Models for Perceptual...

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 7 | cs.CV, cs.AI Authors: Rahul Ravishankar, Zeeshan Patel, Jathushan Rajasegaran, Jitendra Malik Title: Scaling Properties of Diffusion Models for Perceptual Tasks Arxiv: http://arxiv.org/abs/2411.08034v2 Abstract: In this paper, we argue that iterative computation with diffusion models offers a powerful paradigm for not only generation but also visual

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22:22

Wavelet Latent Diffusion (Wala): Billion-Parameter 3D...

Daily Paper Cast ·

2024/11/14

🤗 Paper Upvotes: 5 | cs.CV, cs.AI, cs.LG Authors: Aditya Sanghi, Aliasghar Khani, Pradyumna Reddy, Arianna Rampini, Derek Cheung, Kamal Rahimi Malekshan, Kanika Madan, Hooman Shayani Title: Wavelet Latent Diffusion (Wala): Billion-Parameter 3D Generative Model with Compact Wavelet Encodings Arxiv: http://arxiv.org/abs/2411.08017v1 Abstract: Large-scale 3D generative models

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23:36

Add-it: Training-Free Object Insertion in Images With...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 44 | cs.CV, cs.AI, cs.GR, cs.LGAuthors: Yoad Tewel, Rinon Gal, Dvir Samuel, Yuval Atzmon, Lior Wolf, Gal Chechik Title: Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models Arxiv: http://arxiv.org/abs/2411.07232v2 Abstract: Adding Object into images based on text instructions is a challenging task in semantic image editing,

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19:47

OmniEdit: Building Image Editing Generalist Models...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 39 | cs.CV, cs.AI Authors: Cong Wei, Zheyang Xiong, Weiming Ren, Xinrun Du, Ge Zhang, Wenhu Chen Title: OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision Arxiv: http://arxiv.org/abs/2411.07199v1 Abstract: Instruction-guided image editing methods have demonstrated significant potential by training diffusion models on automatically

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21:15

Chinese SimpleQA: A Chinese Factuality Evaluation for...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 30 | cs.CL Authors: Yancheng He, Shilong Li, Jiaheng Liu, Yingshui Tan, Hui Huang, Weixun Wang, Xingyuan Bu, Hangyu Guo, Chengwei Hu, Boren Zheng, Xuepeng Liu, Dekai Sun, Wenbo Su, Bo Zheng Title: Chinese SimpleQA: A Chinese Factuality Evaluation for Large Language Models Arxiv: http://arxiv.org/abs/2411.07140v1 Abstract: New LLM evaluation benchmarks are

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20:43

M-Longdoc: A Benchmark For Multimodal Super-Long...

Daily Paper Cast ·

2024/11/13

🤗 Paper Upvotes: 28 | cs.CL Authors: Yew Ken Chia, Liying Cheng, Hou Pong Chan, Chaoqun Liu, Maojia Song, Sharifah Mahani Aljunied, Soujanya Poria, Lidong Bing Title: M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework Arxiv: http://arxiv.org/abs/2411.06176v1 Abstract: The ability to understand and answer questions over

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1,967 results

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