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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

26:47

A Survey of Context Engineering for Large Language...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 96 | cs.CLAuthors: Lingrui Mei, Jiayu Yao, Yuyao Ge, Yiwei Wang, Baolong Bi, Yujun Cai, Jiazhi Liu, Mingyu Li, Zhong-Zhi Li, Duzhen Zhang, Chenlin Zhou, Jiayi Mao, Tianze Xia, Jiafeng Guo, Shenghua Liu Title: A Survey of Context Engineering for Large Language Models Arxiv: http://arxiv.org/abs/2507.13334v1 Abstract: The performance of Large Language Models (LLMs) is

en

22:32

VisionThink: Smart and Efficient Vision Language...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 52 | cs.CV, cs.AI, cs.CL, cs.LG Authors: Senqiao Yang, Junyi Li, Xin Lai, Bei Yu, Hengshuang Zhao, Jiaya Jia Title: VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning Arxiv: http://arxiv.org/abs/2507.13348v1 Abstract: Recent advancements in vision-language models (VLMs) have improved performance by increasing the number of visual tokens,

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20:25

$π^3$: Scalable Permutation-Equivariant Visual...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 36 | cs.CV Authors: Yifan Wang, Jianjun Zhou, Haoyi Zhu, Wenzheng Chang, Yang Zhou, Zizun Li, Junyi Chen, Jiangmiao Pang, Chunhua Shen, Tong He Title: $π^3$: Scalable Permutation-Equivariant Visual Geometry Learning Arxiv: http://arxiv.org/abs/2507.13347v1 Abstract: We introduce $\pi^3$, a feed-forward neural network that offers a novel approach to visual geometry

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23:38

The Imitation Game: Turing Machine Imitator is Length...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 33 | cs.CL Authors: Zhouqi Hua, Wenwei Zhang, Chengqi Lyu, Yuzhe Gu, Songyang Gao, Kuikun Liu, Kai Chen Title: The Imitation Game: Turing Machine Imitator is Length Generalizable Reasoner Arxiv: http://arxiv.org/abs/2507.13332v1 Abstract: Length generalization, the ability to solve problems of longer sequences than those observed during training, poses a core

en

22:53

AnyCap Project: A Unified Framework, Dataset, and...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 30 | cs.CV Authors: Yiming Ren, Zhiqiang Lin, Yu Li, Gao Meng, Weiyun Wang, Junjie Wang, Zicheng Lin, Jifeng Dai, Yujiu Yang, Wenhai Wang, Ruihang Chu Title: AnyCap Project: A Unified Framework, Dataset, and Benchmark for Controllable Omni-modal Captioning Arxiv: http://arxiv.org/abs/2507.12841v1 Abstract: Controllable captioning is essential for precise multimodal

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23:26

Diffuman4D: 4D Consistent Human View Synthesis from...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 29 | cs.CV Authors: Yudong Jin, Sida Peng, Xuan Wang, Tao Xie, Zhen Xu, Yifan Yang, Yujun Shen, Hujun Bao, Xiaowei Zhou Title: Diffuman4D: 4D Consistent Human View Synthesis from Sparse-View Videos with Spatio-Temporal Diffusion Models Arxiv: http://arxiv.org/abs/2507.13344v1 Abstract: This paper addresses the challenge of high-fidelity view synthesis of humans with

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23:00

RiemannLoRA: A Unified Riemannian Framework for...

Daily Paper Cast ·

2025/07/19

🤗 Upvotes: 23 | cs.LG, cs.CL, cs.NA, math.DG, math.NA, 68T07, 65F55, 53Z50 Authors: Vladimir Bogachev, Vladimir Aletov, Alexander Molozhavenko, Denis Bobkov, Vera Soboleva, Aibek Alanov, Maxim Rakhuba Title: RiemannLoRA: A Unified Riemannian Framework for Ambiguity-Free LoRA Optimization Arxiv: http://arxiv.org/abs/2507.12142v1 Abstract: Low-Rank Adaptation (LoRA) has become a

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20:33

Towards Agentic RAG with Deep Reasoning: A Survey of...

Daily Paper Cast ·

2025/07/18

🤗 Upvotes: 50 | cs.CL, cs.AI Authors: Yangning Li, Weizhi Zhang, Yuyao Yang, Wei-Chieh Huang, Yaozu Wu, Junyu Luo, Yuanchen Bei, Henry Peng Zou, Xiao Luo, Yusheng Zhao, Chunkit Chan, Yankai Chen, Zhongfen Deng, Yinghui Li, Hai-Tao Zheng, Dongyuan Li, Renhe Jiang, Ming Zhang, Yangqiu Song, Philip S. Yu Title: Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs Arxiv:

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20:04

Vision-Language-Vision Auto-Encoder: Scalable...

Daily Paper Cast ·

2025/07/17

🤗 Upvotes: 32 | cs.CVAuthors: Tiezheng Zhang, Yitong Li, Yu-cheng Chou, Jieneng Chen, Alan Yuille, Chen Wei, Junfei Xiao Title: Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models Arxiv: http://arxiv.org/abs/2507.07104v2 Abstract: Building state-of-the-art Vision-Language Models (VLMs) with strong captioning capabilities typically

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19:27

EXAONE 4.0: Unified Large Language Models Integrating...

Daily Paper Cast ·

2025/07/17

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: LG AI Research, :, Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Yemuk Choi, Kyubeen Han, Seokhee Hong, Junwon Hwang, Taewan Hwang, Joonwon Jang, Hyojin Jeon, Kijeong Jeon, Gerrard Jeongwon Jo, Hyunjik Jo, Jiyeon Jung, Euisoon Kim, Hyosang Kim, Jihoon Kim, Joonkee Kim, Seonghwan Kim, Soyeon Kim, Sunkyoung Kim, Yireun Kim, Yongil Kim, Youchul Kim, Edward Hwayoung Lee, Gwangho Lee, Haeju Lee, Honglak

en

21:11

Reasoning or Memorization? Unreliable Results of...

Daily Paper Cast ·

2025/07/16

🤗 Upvotes: 44 | cs.LG, cs.AI, cs.CLAuthors: Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Yanwei Fu, Qin Liu, Songyang Zhang, Qi Zhang Title: Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination Arxiv: http://arxiv.org/abs/2507.10532v1 Abstract: The reasoning capabilities of large

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20:25

SpeakerVid-5M: A Large-Scale High-Quality Dataset for...

Daily Paper Cast ·

2025/07/16

🤗 Upvotes: 43 | cs.CV, eess.AS Authors: Youliang Zhang, Zhaoyang Li, Duomin Wang, Jiahe Zhang, Deyu Zhou, Zixin Yin, Xili Dai, Gang Yu, Xiu Li Title: SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation Arxiv: http://arxiv.org/abs/2507.09862v1 Abstract: The rapid development of large-scale models has catalyzed significant

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21:55

Mixture-of-Recursions: Learning Dynamic Recursive...

Daily Paper Cast ·

2025/07/16

🤗 Upvotes: 31 | cs.CL, cs.LG Authors: Sangmin Bae, Yujin Kim, Reza Bayat, Sungnyun Kim, Jiyoun Ha, Tal Schuster, Adam Fisch, Hrayr Harutyunyan, Ziwei Ji, Aaron Courville, Se-Young Yun Title: Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation Arxiv: http://arxiv.org/abs/2507.10524v1 Abstract: Scaling language models unlocks impressive

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22:15

EmbRACE-3K: Embodied Reasoning and Action in Complex...

Daily Paper Cast ·

2025/07/16

🤗 Upvotes: 25 | cs.CV, cs.AI, cs.CL Authors: Mingxian Lin, Wei Huang, Yitang Li, Chengjie Jiang, Kui Wu, Fangwei Zhong, Shengju Qian, Xin Wang, Xiaojuan Qi Title: EmbRACE-3K: Embodied Reasoning and Action in Complex Environments Arxiv: http://arxiv.org/abs/2507.10548v1 Abstract: Recent advanced vision-language models(VLMs) have demonstrated strong performance on passive, offline

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25:24

REST: Stress Testing Large Reasoning Models by Asking...

Daily Paper Cast ·

2025/07/16

🤗 Upvotes: 22 | cs.CL Authors: Zhuoshi Pan, Qizhi Pei, Yu Li, Qiyao Sun, Zinan Tang, H. Vicky Zhao, Conghui He, Lijun Wu Title: REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once Arxiv: http://arxiv.org/abs/2507.10541v2 Abstract: Recent Large Reasoning Models (LRMs) have achieved remarkable progress on task-specific benchmarks, yet their evaluation

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21:33

Test-Time Scaling with Reflective Generative Model

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 68 | cs.LG, cs.CL Authors: Zixiao Wang, Yuxin Wang, Xiaorui Wang, Mengting Xing, Jie Gao, Jianjun Xu, Guangcan Liu, Chenhui Jin, Zhuo Wang, Shengzhuo Zhang, Hongtao Xie Title: Test-Time Scaling with Reflective Generative Model Arxiv: http://arxiv.org/abs/2507.01951v2 Abstract: We introduce our first reflective generative model MetaStone-S1, which obtains OpenAI

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21:14

Open Vision Reasoner: Transferring Linguistic...

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 47 | cs.CV, cs.CL Authors: Yana Wei, Liang Zhao, Jianjian Sun, Kangheng Lin, Jisheng Yin, Jingcheng Hu, Yinmin Zhang, En Yu, Haoran Lv, Zejia Weng, Jia Wang, Chunrui Han, Yuang Peng, Qi Han, Zheng Ge, Xiangyu Zhang, Daxin Jiang, Vishal M. Patel Title: Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning Arxiv: http://arxiv.org/abs/2507.05255v1

en

21:04

NeuralOS: Towards Simulating Operating Systems via...

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.CL, cs.HC, cs.LG Authors: Luke Rivard, Sun Sun, Hongyu Guo, Wenhu Chen, Yuntian Deng Title: NeuralOS: Towards Simulating Operating Systems via Neural Generative Models Arxiv: http://arxiv.org/abs/2507.08800v1 Abstract: We introduce NeuralOS, a neural framework that simulates graphical user interfaces (GUIs) of operating systems by directly

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20:45

CLiFT: Compressive Light-Field Tokens for...

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 43 | cs.CV Authors: Zhengqing Wang, Yuefan Wu, Jiacheng Chen, Fuyang Zhang, Yasutaka Furukawa Title: CLiFT: Compressive Light-Field Tokens for Compute-Efficient and Adaptive Neural Rendering Arxiv: http://arxiv.org/abs/2507.08776v2 Abstract: This paper proposes a neural rendering approach that represents a scene as "compressed light-field tokens (CLiFTs)", retaining

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22:47

KV Cache Steering for Inducing Reasoning in Small...

Daily Paper Cast ·

2025/07/15

🤗 Upvotes: 26 | cs.CL, cs.AI Authors: Max Belitsky, Dawid J. Kopiczko, Michael Dorkenwald, M. Jehanzeb Mirza, Cees G. M. Snoek, Yuki M. Asano Title: KV Cache Steering for Inducing Reasoning in Small Language Models Arxiv: http://arxiv.org/abs/2507.08799v1 Abstract: We propose cache steering, a lightweight method for implicit steering of language models via a one-shot

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1,967 results

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