Episodes

Chain-of-Retrieval Augmented Generation

Episode 432 · January 27, 2025 · 23:23

🤗 Upvotes: 26 | cs.IR, cs.CL Authors: Liang Wang, Haonan Chen, Nan Yang, Xiaolong Huang, Zhicheng Dou, Furu Wei Title: ...

Redundancy Principles for MLLMs Benchmarks

Episode 431 · January 27, 2025 · 22:20

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Zicheng Zhang, Xiangyu Zhao, Xinyu Fang, Chunyi Li, Xiaohong Liu, Xiongkuo Min, Haodong Duan, Kai Chen, Gu...

RealCritic: Towards Effectiveness-Driven Evaluation of Language Model Critiques

Episode 430 · January 27, 2025 · 23:35

🤗 Upvotes: 13 | cs.CL, cs.AI, cs.LG Authors: Zhengyang Tang, Ziniu Li, Zhenyang Xiao, Tian Ding, Ruoyu Sun, Benyou Wang, Dayiheng Liu, Fei Huang...

RL + Transformer = A General-Purpose Problem Solver

Episode 429 · January 27, 2025 · 24:24

🤗 Upvotes: 7 | cs.LG, cs.AI Authors: Micah Rentschler, Jesse Roberts Title: RL + Transformer = A General-Purpose Proble...

Relightable Full-Body Gaussian Codec Avatars

Episode 428 · January 27, 2025 · 20:53

🤗 Upvotes: 5 | cs.CV, cs.GR Authors: Shaofei Wang, Tomas Simon, Igor Santesteban, Timur Bagautdinov, Junxuan Li, Vasu Agrawal, Fabian Prada, Sho...

Question Answering on Patient Medical Records with Private Fine-Tuned LLMs

Episode 427 · January 27, 2025 · 21:57

🤗 Upvotes: 4 | cs.CL, cs.AI Authors: Sara Kothari, Ayush Gupta Title: Question Answering on Patient Medical Records wit...

GeoPixel: Pixel Grounding Large Multimodal Model in Remote Sensing

Episode 426 · January 27, 2025 · 23:27

🤗 Upvotes: 3 | cs.CV Authors: Akashah Shabbir, Mohammed Zumri, Mohammed Bennamoun, Fahad S. Khan, Salman Khan Title: Ge...

AdaIR: Adaptive All-in-One Image Restoration via Frequency Mining and Modulation

Episode 425 · January 27, 2025 · 21:05

🤗 Upvotes: 2 | cs.CV Authors: Yuning Cui, Syed Waqas Zamir, Salman Khan, Alois Knoll, Mubarak Shah, Fahad Shahbaz Khan Title: ...

Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning

Episode 424 · January 27, 2025 · 24:19

🤗 Upvotes: 2 | cs.CV Authors: Yang You, Yixin Li, Congyue Deng, Yue Wang, Leonidas Guibas Title: Multiview Equivariance...

SRMT: Shared Memory for Multi-agent Lifelong Pathfinding

Episode 423 · January 24, 2025 · 23:50

🤗 Upvotes: 46 | cs.LG, cs.AI, cs.MA, I.2.11 Authors: Alsu Sagirova, Yuri Kuratov, Mikhail Burtsev Title: SRMT: Shared M...

Sigma: Differential Rescaling of Query, Key and Value for Efficient Language Models

Episode 422 · January 24, 2025 · 20:44

🤗 Upvotes: 33 | cs.CL Authors: Zhenghao Lin, Zihao Tang, Xiao Liu, Yeyun Gong, Yi Cheng, Qi Chen, Hang Li, Ying Xin, Ziyue Yang, Kailai Yang, Yu...

Improving Video Generation with Human Feedback

Episode 421 · January 24, 2025 · 24:20

🤗 Upvotes: 30 | cs.CV, cs.AI, cs.GR, cs.LG Authors: Jie Liu, Gongye Liu, Jiajun Liang, Ziyang Yuan, Xiaokun Liu, Mingwu Zheng, Xiele Wu, Qiulin ...

Temporal Preference Optimization for Long-Form Video Understanding

Episode 420 · January 24, 2025 · 24:47

🤗 Upvotes: 15 | cs.CV, cs.AI, cs.CL, cs.LG, cs.RO Authors: Rui Li, Xiaohan Wang, Yuhui Zhang, Zeyu Wang, Serena Yeung-Levy Title: ...

Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step

Episode 419 · January 24, 2025 · 21:04

🤗 Upvotes: 14 | cs.CV, cs.AI, cs.CL Authors: Ziyu Guo, Renrui Zhang, Chengzhuo Tong, Zhizheng Zhao, Peng Gao, Hongsheng Li, Pheng-Ann Heng ...

Video-MMMU: Evaluating Knowledge Acquisition from Multi-Discipline Professional Videos

Episode 418 · January 24, 2025 · 21:16

🤗 Upvotes: 10 | cs.CV, cs.CL Authors: Kairui Hu, Penghao Wu, Fanyi Pu, Wang Xiao, Yuanhan Zhang, Xiang Yue, Bo Li, Ziwei Liu Title:...

DiffuEraser: A Diffusion Model for Video Inpainting

Episode 417 · January 24, 2025 · 21:50

🤗 Upvotes: 8 | cs.CV Authors: Xiaowen Li, Haolan Xue, Peiran Ren, Liefeng Bo Title: DiffuEraser: A Diffusion Model for ...

IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models

Episode 416 · January 24, 2025 · 29:27

🤗 Upvotes: 8 | cs.CV, cs.CL, cs.LG Authors: Jiayi Lei, Renrui Zhang, Xiangfei Hu, Weifeng Lin, Zhen Li, Wenjian Sun, Ruoyi Du, Le Zhuo, Zhongyu ...

Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback

Episode 415 · January 24, 2025 · 21:16

🤗 Upvotes: 7 | cs.LG, cs.AI Authors: Yen-Ting Lin, Di Jin, Tengyu Xu, Tianhao Wu, Sainbayar Sukhbaatar, Chen Zhu, Yun He, Yun-Nung Chen, Jason W...

One-Prompt-One-Story: Free-Lunch Consistent Text-to-Image Generation Using a Single Prompt

Episode 414 · January 24, 2025 · 22:08

🤗 Upvotes: 5 | cs.CV, cs.AI, cs.LG Authors: Tao Liu, Kai Wang, Senmao Li, Joost van de Weijer, Fahad Shahbaz Khan, Shiqi Yang, Yaxing Wang, Jian...

DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Episode 413 · January 23, 2025 · 21:02

🤗 Upvotes: 109 | cs.CL, cs.AI, cs.LG Authors: DeepSeek-AI, Daya Guo, Dejian Yang, Haowei Zhang, Junxiao Song, Ruoyu Zhang, Runxin Xu, Qihao Zhu,...

VideoLLaMA 3: Frontier Multimodal Foundation Models for Image and Video Understanding

Episode 412 · January 23, 2025 · 23:29

🤗 Upvotes: 44 | cs.CV Authors: Boqiang Zhang, Kehan Li, Zesen Cheng, Zhiqiang Hu, Yuqian Yuan, Guanzheng Chen, Sicong Leng, Yuming Jiang, Hang Z...

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces

Episode 411 · January 23, 2025 · 24:51

🤗 Upvotes: 43 | cs.CL, cs.GR, cs.MA Authors: Zhenran Xu, Longyue Wang, Jifang Wang, Zhouyi Li, Senbao Shi, Xue Yang, Yiyu Wang, Baotian Hu, Jun ...

Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback

Episode 410 · January 23, 2025 · 22:41

🤗 Upvotes: 42 | cs.CL Authors: Yafu Li, Xuyang Hu, Xiaoye Qu, Linjie Li, Yu Cheng Title: Test-Time Preference Optimizat...

Kimi k1.5: Scaling Reinforcement Learning with LLMs

Episode 409 · January 23, 2025 · 18:30

🤗 Upvotes: 39 | cs.AI, cs.LG Authors: Kimi Team, Angang Du, Bofei Gao, Bowei Xing, Changjiu Jiang, Cheng Chen, Cheng Li, Chenjun Xiao, Chenzhuan...

Autonomy-of-Experts Models

Episode 408 · January 23, 2025 · 20:07

🤗 Upvotes: 31 | cs.CL, cs.AI, cs.LG Authors: Ang Lv, Ruobing Xie, Yining Qian, Songhao Wu, Xingwu Sun, Zhanhui Kang, Di Wang, Rui Yan ...

O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning

Episode 407 · January 23, 2025 · 22:31

🤗 Upvotes: 13 | cs.CL Authors: Haotian Luo, Li Shen, Haiying He, Yibo Wang, Shiwei Liu, Wei Li, Naiqiang Tan, Xiaochun Cao, Dacheng Tao ...

Pairwise RM: Perform Best-of-N Sampling with Knockout Tournament

Episode 406 · January 23, 2025 · 22:07

🤗 Upvotes: 13 | cs.CL Authors: Yantao Liu, Zijun Yao, Rui Min, Yixin Cao, Lei Hou, Juanzi Li Title: Pairwise RM: Perfor...

IntellAgent: A Multi-Agent Framework for Evaluating Conversational AI Systems

Episode 405 · January 23, 2025 · 24:44

🤗 Upvotes: 7 | cs.CL, cs.AI, cs.LG Authors: Elad Levi, Ilan Kadar Title: IntellAgent: A Multi-Agent Framework for Evalu...

Fast3R: Towards 3D Reconstruction of 1000+ Images in One Forward Pass

Episode 404 · January 23, 2025 · 21:35

🤗 Upvotes: 3 | cs.CV, cs.AI, cs.GR, cs.RO Authors: Jianing Yang, Alexander Sax, Kevin J. Liang, Mikael Henaff, Hao Tang, Ang Cao, Joyce Chai, Fr...

Agent-R: Training Language Model Agents to Reflect via Iterative Self-Training

Episode 403 · January 22, 2025 · 20:45

🤗 Upvotes: 61 | cs.AI Authors: Siyu Yuan, Zehui Chen, Zhiheng Xi, Junjie Ye, Zhengyin Du, Jiecao Chen Title: Agent-R: T...