Episodes

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs

Episode 980 · July 17, 2025 · 20:33

🤗 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,...

Vision-Language-Vision Auto-Encoder: Scalable Knowledge Distillation from Diffusion Models

Episode 979 · July 16, 2025 · 20:04

🤗 Upvotes: 32 | cs.CV Authors: Tiezheng Zhang, Yitong Li, Yu-cheng Chou, Jieneng Chen, Alan Yuille, Chen Wei, Junfei Xiao Title: ...

EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes

Episode 978 · July 16, 2025 · 19:27

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: LG AI Research, :, Kyunghoon Bae, Eunbi Choi, Kibong Choi, Stanley Jungkyu Choi, Yemuk Choi, Kyubeen Han, ...

Reasoning or Memorization? Unreliable Results of Reinforcement Learning Due to Data Contamination

Episode 977 · July 15, 2025 · 21:11

🤗 Upvotes: 44 | cs.LG, cs.AI, cs.CL Authors: Mingqi Wu, Zhihao Zhang, Qiaole Dong, Zhiheng Xi, Jun Zhao, Senjie Jin, Xiaoran Fan, Yuhao Zhou, Ya...

SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation

Episode 976 · July 15, 2025 · 20:25

🤗 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 ...

Mixture-of-Recursions: Learning Dynamic Recursive Depths for Adaptive Token-Level Computation

Episode 975 · July 15, 2025 · 21:55

🤗 Upvotes: 31 | cs.CL, cs.LG Authors: Sangmin Bae, Yujin Kim, Reza Bayat, Sungnyun Kim, Jiyoun Ha, Tal Schuster, Adam Fisch, Hrayr Harutyunyan, ...

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

Episode 974 · July 15, 2025 · 22:15

🤗 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, ...

REST: Stress Testing Large Reasoning Models by Asking Multiple Problems at Once

Episode 973 · July 15, 2025 · 25:24

🤗 Upvotes: 22 | cs.CL Authors: Zhuoshi Pan, Qizhi Pei, Yu Li, Qiyao Sun, Zinan Tang, H. Vicky Zhao, Conghui He, Lijun Wu Title: ...

Test-Time Scaling with Reflective Generative Model

Episode 972 · July 14, 2025 · 21:33

🤗 Upvotes: 68 | cs.LG, cs.CL Authors: Zixiao Wang, Yuxin Wang, Xiaorui Wang, Mengting Xing, Jie Gao, Jianjun Xu, Guangcan Liu, Chenhui Jin, Zhuo...

Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning

Episode 971 · July 14, 2025 · 21:14

🤗 Upvotes: 47 | cs.CV, cs.CL Authors: Yana Wei, Liang Zhao, Jianjian Sun, Kangheng Lin, Jisheng Yin, Jingcheng Hu, Yinmin Zhang, En Yu, Haoran L...

NeuralOS: Towards Simulating Operating Systems via Neural Generative Models

Episode 970 · July 14, 2025 · 21:04

🤗 Upvotes: 45 | cs.CV, cs.AI, cs.CL, cs.HC, cs.LG Authors: Luke Rivard, Sun Sun, Hongyu Guo, Wenhu Chen, Yuntian Deng Title: ...

CLiFT: Compressive Light-Field Tokens for Compute-Efficient and Adaptive Neural Rendering

Episode 969 · July 14, 2025 · 20:45

🤗 Upvotes: 43 | cs.CV Authors: Zhengqing Wang, Yuefan Wu, Jiacheng Chen, Fuyang Zhang, Yasutaka Furukawa Title: CLiFT: ...

KV Cache Steering for Inducing Reasoning in Small Language Models

Episode 968 · July 14, 2025 · 22:47

🤗 Upvotes: 26 | cs.CL, cs.AI Authors: Max Belitsky, Dawid J. Kopiczko, Michael Dorkenwald, M. Jehanzeb Mirza, Cees G. M. Snoek, Yuki M. Asano ...

Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities

Episode 967 · July 14, 2025 · 20:41

🤗 Upvotes: 24 | cs.CL, cs.AI Authors: Gheorghe Comanici, Eric Bieber, Mike Schaekermann, Ice Pasupat, Noveen Sachdeva, Inderjit Dhillon, Marcel ...

Neural-Driven Image Editing

Episode 966 · July 14, 2025 · 20:36

🤗 Upvotes: 22 | cs.CV Authors: Pengfei Zhou, Jie Xia, Xiaopeng Peng, Wangbo Zhao, Zilong Ye, Zekai Li, Suorong Yang, Jiadong Pan, Yuanxiang Chen...

Scaling RL to Long Videos

Episode 965 · July 11, 2025 · 22:44

🤗 Upvotes: 95 | cs.CV, cs.AI, cs.CL Authors: Yukang Chen, Wei Huang, Baifeng Shi, Qinghao Hu, Hanrong Ye, Ligeng Zhu, Zhijian Liu, Pavlo Molchan...

T-LoRA: Single Image Diffusion Model Customization Without Overfitting

Episode 964 · July 11, 2025 · 23:15

🤗 Upvotes: 83 | cs.CV Authors: Vera Soboleva, Aibek Alanov, Andrey Kuznetsov, Konstantin Sobolev Title: T-LoRA: Single ...

Traceable Evidence Enhanced Visual Grounded Reasoning: Evaluation and Methodology

Episode 963 · July 11, 2025 · 20:07

🤗 Upvotes: 37 | cs.CV, cs.AI, cs.CL Authors: Haochen Wang, Xiangtai Li, Zilong Huang, Anran Wang, Jiacong Wang, Tao Zhang, Jiani Zheng, Sule Bai...

OST-Bench: Evaluating the Capabilities of MLLMs in Online Spatio-temporal Scene Understanding

Episode 962 · July 11, 2025 · 22:58

🤗 Upvotes: 29 | cs.CV Authors: JingLi Lin, Chenming Zhu, Runsen Xu, Xiaohan Mao, Xihui Liu, Tai Wang, Jiangmiao Pang Title: ...

Multi-Granular Spatio-Temporal Token Merging for Training-Free Acceleration of Video LLMs

Episode 961 · July 11, 2025 · 22:47

🤗 Upvotes: 24 | cs.CV, cs.AI Authors: Jeongseok Hyun, Sukjun Hwang, Su Ho Han, Taeoh Kim, Inwoong Lee, Dongyoon Wee, Joon-Young Lee, Seon Joo Ki...

Geometry Forcing: Marrying Video Diffusion and 3D Representation for Consistent World Modeling

Episode 960 · July 11, 2025 · 20:50

🤗 Upvotes: 23 | cs.CV, cs.AI Authors: Haoyu Wu, Diankun Wu, Tianyu He, Junliang Guo, Yang Ye, Yueqi Duan, Jiang Bian Title: ...

PyVision: Agentic Vision with Dynamic Tooling

Episode 959 · July 11, 2025 · 19:03

🤗 Upvotes: 22 | cs.CL, cs.AI, cs.CV Authors: Shitian Zhao, Haoquan Zhang, Shaoheng Lin, Ming Li, Qilong Wu, Kaipeng Zhang, Chen Wei ...

4KAgent: Agentic Any Image to 4K Super-Resolution

Episode 958 · July 10, 2025 · 26:45

🤗 Upvotes: 56 | cs.CV, eess.IV Authors: Yushen Zuo, Qi Zheng, Mingyang Wu, Xinrui Jiang, Renjie Li, Jian Wang, Yide Zhang, Gengchen Mai, Lihong ...

Go to Zero: Towards Zero-shot Motion Generation with Million-scale Data

Episode 957 · July 10, 2025 · 16:47

🤗 Upvotes: 41 | cs.CV Authors: Ke Fan, Shunlin Lu, Minyue Dai, Runyi Yu, Lixing Xiao, Zhiyang Dou, Junting Dong, Lizhuang Ma, Jingbo Wang ...

Perception-Aware Policy Optimization for Multimodal Reasoning

Episode 956 · July 10, 2025 · 23:28

🤗 Upvotes: 34 | cs.CL Authors: Zhenhailong Wang, Xuehang Guo, Sofia Stoica, Haiyang Xu, Hongru Wang, Hyeonjeong Ha, Xiusi Chen, Yangyi Chen, Min...

MIRIX: Multi-Agent Memory System for LLM-Based Agents

Episode 955 · July 10, 2025 · 21:31

🤗 Upvotes: 33 | cs.CL, cs.AI Authors: Yu Wang, Xi Chen Title: MIRIX: Multi-Agent Memory System for LLM-Based Agents ...

Rethinking Verification for LLM Code Generation: From Generation to Testing

Episode 954 · July 10, 2025 · 22:17

🤗 Upvotes: 23 | cs.CL Authors: Zihan Ma, Taolin Zhang, Maosong Cao, Junnan Liu, Wenwei Zhang, Minnan Luo, Songyang Zhang, Kai Chen ...

SingLoRA: Low Rank Adaptation Using a Single Matrix

Episode 953 · July 9, 2025 · 21:29

🤗 Upvotes: 68 | cs.AI Authors: David Bensaïd, Noam Rotstein, Roy Velich, Daniel Bensaïd, Ron Kimmel Title: SingLoRA: Lo...

A Survey on Latent Reasoning

Episode 952 · July 9, 2025 · 20:14

🤗 Upvotes: 60 | cs.CL Authors: Rui-Jie Zhu, Tianhao Peng, Tianhao Cheng, Xingwei Qu, Jinfa Huang, Dawei Zhu, Hao Wang, Kaiwen Xue, Xuanliang Zha...

OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion

Episode 951 · July 9, 2025 · 24:02

🤗 Upvotes: 45 | cs.CV Authors: Yunhan Yang, Yufan Zhou, Yuan-Chen Guo, Zi-Xin Zou, Yukun Huang, Ying-Tian Liu, Hao Xu, Ding Liang, Yan-Pei Cao, ...