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

22:48

QuEST: Stable Training of LLMs with 1-Bit Weights and...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 32 | cs.LG Authors: Andrei Panferov, Jiale Chen, Soroush Tabesh, Roberto L. Castro, Mahdi Nikdan, Dan Alistarh Title: QuEST: Stable Training of LLMs with 1-Bit Weights and Activations Arxiv: http://arxiv.org/abs/2502.05003v1 Abstract: One approach to reducing the massive costs of large language models (LLMs) is the use of quantized or sparse representations for

en

23:08

Scaling up Test-Time Compute with Latent Reasoning: A...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 30 | cs.LG, cs.CL Authors: Jonas Geiping, Sean McLeish, Neel Jain, John Kirchenbauer, Siddharth Singh, Brian R. Bartoldson, Bhavya Kailkhura, Abhinav Bhatele, Tom Goldstein Title: Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach Arxiv: http://arxiv.org/abs/2502.05171v1 Abstract: We study a novel language model architecture that is capable

en

17:55

AuraFusion360: Augmented Unseen Region Alignment for...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 23 | cs.CV Authors: Chung-Ho Wu, Yang-Jung Chen, Ying-Huan Chen, Jie-Ying Lee, Bo-Hsu Ke, Chun-Wei Tuan Mu, Yi-Chuan Huang, Chin-Yang Lin, Min-Hung Chen, Yen-Yu Lin, Yu-Lun Liu Title: AuraFusion360: Augmented Unseen Region Alignment for Reference-based 360° Unbounded Scene Inpainting Arxiv: http://arxiv.org/abs/2502.05176v1 Abstract: Three-dimensional scene inpainting

en

19:13

DuoGuard: A Two-Player RL-Driven Framework for...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 18 | cs.CL, cs.LG Authors: Yihe Deng, Yu Yang, Junkai Zhang, Wei Wang, Bo Li Title: DuoGuard: A Two-Player RL-Driven Framework for Multilingual LLM Guardrails Arxiv: http://arxiv.org/abs/2502.05163v1 Abstract: The rapid advancement of large language models (LLMs) has increased the need for guardrail models to ensure responsible use, particularly in detecting unsafe

en

23:14

Agency Is Frame-Dependent

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 15 | cs.AI Authors: David Abel, André Barreto, Michael Bowling, Will Dabney, Shi Dong, Steven Hansen, Anna Harutyunyan, Khimya Khetarpal, Clare Lyle, Razvan Pascanu, Georgios Piliouras, Doina Precup, Jonathan Richens, Mark Rowland, Tom Schaul, Satinder Singh Title: Agency Is Frame-Dependent Arxiv: http://arxiv.org/abs/2502.04403v1 Abstract: Agency is a system's

en

23:13

FlashVideo:Flowing Fidelity to Detail for Efficient...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 14 | cs.CV Authors: Shilong Zhang, Wenbo Li, Shoufa Chen, Chongjian Ge, Peize Sun, Yida Zhang, Yi Jiang, Zehuan Yuan, Binyue Peng, Ping Luo Title: FlashVideo:Flowing Fidelity to Detail for Efficient High-Resolution Video Generation Arxiv: http://arxiv.org/abs/2502.05179v1 Abstract: DiT diffusion models have achieved great success in text-to-video generation,

en

21:14

Generating Symbolic World Models via Test-time...

Daily Paper Cast ·

2025/02/11

🤗 Upvotes: 13 | cs.AI Authors: Zhouliang Yu, Yuhuan Yuan, Tim Z. Xiao, Fuxiang Frank Xia, Jie Fu, Ge Zhang, Ge Lin, Weiyang Liu Title: Generating Symbolic World Models via Test-time Scaling of Large Language Models Arxiv: http://arxiv.org/abs/2502.04728v1 Abstract: Solving complex planning problems requires Large Language Models (LLMs) to explicitly model the state transition to

en

23:32

Analyze Feature Flow to Enhance Interpretation and...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 41 | cs.LG, cs.CLAuthors: Daniil Laptev, Nikita Balagansky, Yaroslav Aksenov, Daniil Gavrilov Title: Analyze Feature Flow to Enhance Interpretation and Steering in Language Models Arxiv: http://arxiv.org/abs/2502.03032v2 Abstract: We introduce a new approach to systematically map features discovered by sparse autoencoder across consecutive layers of large language

en

19:51

UltraIF: Advancing Instruction Following from the Wild

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 15 | cs.CL, cs.AI Authors: Kaikai An, Li Sheng, Ganqu Cui, Shuzheng Si, Ning Ding, Yu Cheng, Baobao Chang Title: UltraIF: Advancing Instruction Following from the Wild Arxiv: http://arxiv.org/abs/2502.04153v1 Abstract: Instruction-following made modern large language models (LLMs) helpful assistants. However, the key to taming LLMs on complex instructions remains

en

30:24

Great Models Think Alike and this Undermines AI...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 14 | cs.LG, cs.AI, cs.CL Authors: Shashwat Goel, Joschka Struber, Ilze Amanda Auzina, Karuna K Chandra, Ponnurangam Kumaraguru, Douwe Kiela, Ameya Prabhu, Matthias Bethge, Jonas Geiping Title: Great Models Think Alike and this Undermines AI Oversight Arxiv: http://arxiv.org/abs/2502.04313v1 Abstract: As Language Model (LM) capabilities advance, evaluating and

en

22:33

Gold-medalist Performance in Solving Olympiad...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 14 | cs.AI, cs.LG Authors: Yuri Chervonyi, Trieu H. Trinh, Miroslav Olšák, Xiaomeng Yang, Hoang Nguyen, Marcelo Menegali, Junehyuk Jung, Vikas Verma, Quoc V. Le, Thang Luong Title: Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2 Arxiv: http://arxiv.org/abs/2502.03544v1 Abstract: We present AlphaGeometry2, a significantly improved version of

en

20:43

Ola: Pushing the Frontiers of Omni-Modal Language...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 14 | cs.CV, cs.CL, cs.MM, cs.SD, eess.AS, eess.IV Authors: Zuyan Liu, Yuhao Dong, Jiahui Wang, Ziwei Liu, Winston Hu, Jiwen Lu, Yongming Rao Title: Ola: Pushing the Frontiers of Omni-Modal Language Model with Progressive Modality Alignment Arxiv: http://arxiv.org/abs/2502.04328v1 Abstract: Recent advances in large language models, particularly following GPT-4o, have

en

20:44

MotionLab: Unified Human Motion Generation and...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 13 | cs.CV Authors: Ziyan Guo, Zeyu Hu, Na Zhao, De Wen Soh Title: MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm Arxiv: http://arxiv.org/abs/2502.02358v3 Abstract: Human motion generation and editing are key components of computer graphics and vision. However, current approaches in this field tend to offer isolated

en

23:02

MAGA: MAssive Genre-Audience Reformulation to...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 13 | cs.CL Authors: Xintong Hao, Ke Shen, Chenggang Li Title: MAGA: MAssive Genre-Audience Reformulation to Pretraining Corpus Expansion Arxiv: http://arxiv.org/abs/2502.04235v1 Abstract: Despite the remarkable capabilities of large language models across various tasks, their continued scaling faces a critical challenge: the scarcity of high-quality pretraining data

en

20:37

ScoreFlow: Mastering LLM Agent Workflows via...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 12 | cs.CL Authors: Yinjie Wang, Ling Yang, Guohao Li, Mengdi Wang, Bryon Aragam Title: ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization Arxiv: http://arxiv.org/abs/2502.04306v1 Abstract: Recent research has leveraged large language model multi-agent systems for complex problem-solving while trying to reduce the manual effort required

en

22:31

Llasa: Scaling Train-Time and Inference-Time Compute...

Daily Paper Cast ·

2025/02/08

🤗 Upvotes: 10 | eess.AS, cs.AI, cs.CL, cs.MM, cs.SD Authors: Zhen Ye, Xinfa Zhu, Chi-Min Chan, Xinsheng Wang, Xu Tan, Jiahe Lei, Yi Peng, Haohe Liu, Yizhu Jin, Zheqi DAI, Hongzhan Lin, Jianyi Chen, Xingjian Du, Liumeng Xue, Yunlin Chen, Zhifei Li, Lei Xie, Qiuqiang Kong, Yike Guo, Wei Xue Title: Llasa: Scaling Train-Time and Inference-Time Compute for Llama-based Speech Synthesis Arxiv:

en

21:44

SmolLM2: When Smol Goes Big -- Data-Centric Training...

Daily Paper Cast ·

2025/02/07

🤗 Upvotes: 90 | cs.CLAuthors: Loubna Ben Allal, Anton Lozhkov, Elie Bakouch, Gabriel Martín Blázquez, Guilherme Penedo, Lewis Tunstall, Andrés Marafioti, Hynek Kydlíček, Agustín Piqueres Lajarín, Vaibhav Srivastav, Joshua Lochner, Caleb Fahlgren, Xuan-Son Nguyen, Clémentine Fourrier, Ben Burtenshaw, Hugo Larcher, Haojun Zhao, Cyril Zakka, Mathieu Morlon, Colin Raffel, Leandro von Werra, Thomas Wolf Title: SmolLM2: When Smol

en

23:16

TwinMarket: A Scalable Behavioral and Social...

Daily Paper Cast ·

2025/02/07

🤗 Upvotes: 27 | cs.CE, cs.CY Authors: Yuzhe Yang, Yifei Zhang, Minghao Wu, Kaidi Zhang, Yunmiao Zhang, Honghai Yu, Yan Hu, Benyou Wang Title: TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets Arxiv: http://arxiv.org/abs/2502.01506v2 Abstract: The study of social emergence has long been a central focus in social science. Traditional modeling

en

20:57

Demystifying Long Chain-of-Thought Reasoning in LLMs

Daily Paper Cast ·

2025/02/07

🤗 Upvotes: 26 | cs.CL, cs.LG Authors: Edward Yeo, Yuxuan Tong, Morry Niu, Graham Neubig, Xiang Yue Title: Demystifying Long Chain-of-Thought Reasoning in LLMs Arxiv: http://arxiv.org/abs/2502.03373v1 Abstract: Scaling inference compute enhances reasoning in large language models (LLMs), with long chains-of-thought (CoTs) enabling strategies like backtracking and error

en

23:37

LIMO: Less is More for Reasoning

Daily Paper Cast ·

2025/02/07

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Yixin Ye, Zhen Huang, Yang Xiao, Ethan Chern, Shijie Xia, Pengfei Liu Title: LIMO: Less is More for Reasoning Arxiv: http://arxiv.org/abs/2502.03387v1 Abstract: We present a fundamental discovery that challenges our understanding of how complex reasoning emerges in large language models. While conventional wisdom suggests that sophisticated

en

2,195 results

Similar Podcasts

Realitätstheorie

Benjamin Ewers, Raoul-Amadeus Lorbeer

Live Like a Girl with Dr. Mindy Pelz

Dr. Mindy Pelz

Heliox: Where Evidence Meets Empathy 🇨🇦‬

by SC Zoomers

Science Fiction Radio Hour

solgoodmedia.com

Science Fiction Radio

solgoodmedia.com