x

75% of people globally want unbiased news (Pew Research) but are concerned they're not getting that.

Get balanced coverage with Symby. See how stories are covered across diverse outlets and spot when one side covers a story the other skips.

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

22:49

Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 80 | cs.CLAuthors: Hyungjoo Chae, Sunghwan Kim, Junhee Cho, Seungone Kim, Seungjun Moon, Gyeom Hwangbo, Dongha Lim, Minjin Kim, Yeonjun Hwang, Minju Gwak, Dongwook Choi, Minseok Kang, Gwanhoon Im, ByeongUng Cho, Hyojun Kim, Jun Hee Han, Taeyoon Kwon, Minju Kim, Beong-woo Kwak, Dongjin Kang, Jinyoung Yeo Title: Web-Shepherd: Advancing PRMs for Reinforcing Web Agents Arxiv:

en

21:00

MMaDA: Multimodal Large Diffusion Language Models

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 56 | cs.CV Authors: Ling Yang, Ye Tian, Bowen Li, Xinchen Zhang, Ke Shen, Yunhai Tong, Mengdi Wang Title: MMaDA: Multimodal Large Diffusion Language Models Arxiv: http://arxiv.org/abs/2505.15809v1 Abstract: We introduce MMaDA, a novel class of multimodal diffusion foundation models designed to achieve superior performance across diverse domains such as textual

en

19:44

Scaling Law for Quantization-Aware Training

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 56 | cs.LG, cs.CL Authors: Mengzhao Chen, Chaoyi Zhang, Jing Liu, Yutao Zeng, Zeyue Xue, Zhiheng Liu, Yunshui Li, Jin Ma, Jie Huang, Xun Zhou, Ping Luo Title: Scaling Law for Quantization-Aware Training Arxiv: http://arxiv.org/abs/2505.14302v1 Abstract: Large language models (LLMs) demand substantial computational and memory resources, creating deployment challenges

en

18:15

UniVG-R1: Reasoning Guided Universal Visual Grounding...

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 43 | cs.CV Authors: Sule Bai, Mingxing Li, Yong Liu, Jing Tang, Haoji Zhang, Lei Sun, Xiangxiang Chu, Yansong Tang Title: UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.14231v1 Abstract: Traditional visual grounding methods primarily focus on single-image scenarios with simple textual references

en

20:47

Diffusion vs. Autoregressive Language Models: A Text...

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 41 | cs.CL Authors: Siyue Zhang, Yilun Zhao, Liyuan Geng, Arman Cohan, Anh Tuan Luu, Chen Zhao Title: Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective Arxiv: http://arxiv.org/abs/2505.15045v1 Abstract: Large language model (LLM)-based embedding models, benefiting from large scale pre-training and post-training, have begun to surpass BERT and

en

23:07

Efficient Agent Training for Computer Use

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 32 | cs.AI, cs.CL, cs.LG Authors: Yanheng He, Jiahe Jin, Pengfei Liu Title: Efficient Agent Training for Computer Use Arxiv: http://arxiv.org/abs/2505.13909v1 Abstract: Scaling up high-quality trajectory data has long been a critical bottleneck for developing human-like computer use agents. We introduce PC Agent-E, an efficient agent training framework that

en

22:05

This Time is Different: An Observability Perspective...

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 28 | cs.LG, cs.AI Authors: Ben Cohen, Emaad Khwaja, Youssef Doubli, Salahidine Lemaachi, Chris Lettieri, Charles Masson, Hugo Miccinilli, Elise Ramé, Qiqi Ren, Afshin Rostamizadeh, Jean Ogier du Terrail, Anna-Monica Toon, Kan Wang, Stephan Xie, David Asker, Ameet Talwalkar, Othmane Abou-Amal Title: This Time is Different: An Observability Perspective on Time Series Foundation Models Arxiv:

en

17:46

Learn to Reason Efficiently with Adaptive...

Daily Paper Cast ·

2025/05/23

🤗 Upvotes: 24 | cs.CL, cs.AI, cs.LG Authors: Wei Liu, Ruochen Zhou, Yiyun Deng, Yuzhen Huang, Junteng Liu, Yuntian Deng, Yizhe Zhang, Junxian He Title: Learn to Reason Efficiently with Adaptive Length-based Reward Shaping Arxiv: http://arxiv.org/abs/2505.15612v1 Abstract: Large Reasoning Models (LRMs) have shown remarkable capabilities in solving complex problems through

en

22:46

Emerging Properties in Unified Multimodal Pretraining

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 87 | cs.CVAuthors: Chaorui Deng, Deyao Zhu, Kunchang Li, Chenhui Gou, Feng Li, Zeyu Wang, Shu Zhong, Weihao Yu, Xiaonan Nie, Ziang Song, Guang Shi, Haoqi Fan Title: Emerging Properties in Unified Multimodal Pretraining Arxiv: http://arxiv.org/abs/2505.14683v1 Abstract: Unifying multimodal understanding and generation has shown impressive capabilities in cutting-edge

en

21:11

SageAttention3: Microscaling FP4 Attention for...

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 48 | cs.LG, cs.AI, cs.AR, cs.CV, cs.PF Authors: Jintao Zhang, Jia Wei, Pengle Zhang, Xiaoming Xu, Haofeng Huang, Haoxu Wang, Kai Jiang, Jun Zhu, Jianfei Chen Title: SageAttention3: Microscaling FP4 Attention for Inference and An Exploration of 8-Bit Training Arxiv: http://arxiv.org/abs/2505.11594v1 Abstract: The efficiency of attention is important due to its

en

21:59

Optimizing Anytime Reasoning via Budget Relative...

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 30 | cs.LG, cs.AI, cs.CL Authors: Penghui Qi, Zichen Liu, Tianyu Pang, Chao Du, Wee Sun Lee, Min Lin Title: Optimizing Anytime Reasoning via Budget Relative Policy Optimization Arxiv: http://arxiv.org/abs/2505.13438v1 Abstract: Scaling test-time compute is crucial for enhancing the reasoning capabilities of large language models (LLMs). Existing approaches typically

en

20:39

VisualQuality-R1: Reasoning-Induced Image Quality...

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 28 | cs.CV Authors: Tianhe Wu, Jian Zou, Jie Liang, Lei Zhang, Kede Ma Title: VisualQuality-R1: Reasoning-Induced Image Quality Assessment via Reinforcement Learning to Rank Arxiv: http://arxiv.org/abs/2505.14460v1 Abstract: DeepSeek-R1 has demonstrated remarkable effectiveness in incentivizing reasoning and generalization capabilities of large language models (LLMs)

en

23:31

Visual Agentic Reinforcement Fine-Tuning

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 26 | cs.CV, cs.AI Authors: Ziyu Liu, Yuhang Zang, Yushan Zou, Zijian Liang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang Title: Visual Agentic Reinforcement Fine-Tuning Arxiv: http://arxiv.org/abs/2505.14246v1 Abstract: A key trend in Large Reasoning Models (e.g., OpenAI's o3) is the native agentic ability to use external tools such as web browsers for

en

23:44

Neurosymbolic Diffusion Models

Daily Paper Cast ·

2025/05/22

🤗 Upvotes: 25 | cs.LG Authors: Emile van Krieken, Pasquale Minervini, Edoardo Ponti, Antonio Vergari Title: Neurosymbolic Diffusion Models Arxiv: http://arxiv.org/abs/2505.13138v1 Abstract: Neurosymbolic (NeSy) predictors combine neural perception with symbolic reasoning to solve tasks like visual reasoning. However, standard NeSy predictors assume conditional independence

en

23:37

Chain-of-Model Learning for Language Model

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 70 | cs.CLAuthors: Kaitao Song, Xiaohua Wang, Xu Tan, Huiqiang Jiang, Chengruidong Zhang, Yongliang Shen, Cen LU, Zihao Li, Zifan Song, Caihua Shan, Yansen Wang, Kan Ren, Xiaoqing Zheng, Tao Qin, Yuqing Yang, Dongsheng Li, Lili Qiu Title: Chain-of-Model Learning for Language Model Arxiv: http://arxiv.org/abs/2505.11820v1 Abstract: In this paper, we propose a novel

en

20:31

AdaptThink: Reasoning Models Can Learn When to Think

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 58 | cs.CL, cs.AI, cs.LG Authors: Jiajie Zhang, Nianyi Lin, Lei Hou, Ling Feng, Juanzi Li Title: AdaptThink: Reasoning Models Can Learn When to Think Arxiv: http://arxiv.org/abs/2505.13417v1 Abstract: Recently, large reasoning models have achieved impressive performance on various tasks by employing human-like deep thinking. However, the lengthy thinking process

en

20:57

AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 46 | cs.LG, cs.AI Authors: Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen, Wenqi Wang, Yuntao Li, Qingping Yang, Shuangzhi Wu Title: AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning Arxiv: http://arxiv.org/abs/2505.11896v1 Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities but often face

en

20:30

Delta Attention: Fast and Accurate Sparse Attention...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 39 | cs.LG Authors: Jeffrey Willette, Heejun Lee, Sung Ju Hwang Title: Delta Attention: Fast and Accurate Sparse Attention Inference by Delta Correction Arxiv: http://arxiv.org/abs/2505.11254v1 Abstract: The attention mechanism of a transformer has a quadratic complexity, leading to high inference costs and latency for long sequences. However, attention matrices are

en

22:05

Scaling Computer-Use Grounding via User Interface...

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 34 | cs.AI, cs.CL, cs.CV, cs.HC Authors: Tianbao Xie, Jiaqi Deng, Xiaochuan Li, Junlin Yang, Haoyuan Wu, Jixuan Chen, Wenjing Hu, Xinyuan Wang, Yuhui Xu, Zekun Wang, Yiheng Xu, Junli Wang, Doyen Sahoo, Tao Yu, Caiming Xiong Title: Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis Arxiv: http://arxiv.org/abs/2505.13227v1 Abstract: Graphical

en

25:40

Faster Video Diffusion with Trainable Sparse Attention

Daily Paper Cast ·

2025/05/21

🤗 Upvotes: 29 | cs.CV Authors: Peiyuan Zhang, Haofeng Huang, Yongqi Chen, Will Lin, Zhengzhong Liu, Ion Stoica, Eric P. Xing, Hao Zhang Title: Faster Video Diffusion with Trainable Sparse Attention Arxiv: http://arxiv.org/abs/2505.13389v1 Abstract: Scaling video diffusion transformers (DiTs) is limited by their quadratic 3D attention, even though most of the attention mass

en

1,967 results

Similar Podcasts

Classic Radio Science Fiction

solgoodmedia.com

Mission to Mars

Inception Point AI

The 365 Days of Astronomy

365DaysOfAstronomy.org

Creek Devil

william Jevning

UFO Chronicles Podcast

Nik Hunter