Episodes

QeRL: Beyond Efficiency -- Quantization-enhanced Reinforcement Learning for LLMs

Episode 1283 · October 14, 2025 · 24:17

🤗 Upvotes: 106 | cs.LG, cs.CL, cs.CV Authors: Wei Huang, Yi Ge, Shuai Yang, Yicheng Xiao, Huizi Mao, Yujun Lin, Hanrong Ye, Sifei Liu, Ka Chun C...

Diffusion Transformers with Representation Autoencoders

Episode 1282 · October 14, 2025 · 24:28

🤗 Upvotes: 93 | cs.CV, cs.LG Authors: Boyang Zheng, Nanye Ma, Shengbang Tong, Saining Xie Title: Diffusion Transformers...

OmniVideoBench: Towards Audio-Visual Understanding Evaluation for Omni MLLMs

Episode 1281 · October 14, 2025 · 26:46

🤗 Upvotes: 39 | cs.AI Authors: Caorui Li, Yu Chen, Yiyan Ji, Jin Xu, Zhenyu Cui, Shihao Li, Yuanxing Zhang, Jiafu Tang, Zhenghao Song, Dingling ...

Latent Refinement Decoding: Enhancing Diffusion-Based Language Models by Refining Belief States

Episode 1280 · October 14, 2025 · 25:11

🤗 Upvotes: 37 | cs.CL Authors: Qinglin Zhu, Yizhen Yao, Runcong Zhao, Yanzheng Xiang, Amrutha Saseendran, Chen Jin, Philip Alexander Teare, Bin ...

Spotlight on Token Perception for Multimodal Reinforcement Learning

Episode 1279 · October 14, 2025 · 23:52

🤗 Upvotes: 31 | cs.CV Authors: Siyuan Huang, Xiaoye Qu, Yafu Li, Yun Luo, Zefeng He, Daizong Liu, Yu Cheng Title: Spotl...

RLFR: Extending Reinforcement Learning for LLMs with Flow Environment

Episode 1278 · October 14, 2025 · 24:01

🤗 Upvotes: 31 | cs.LG, cs.AI, cs.CL Authors: Jinghao Zhang, Naishan Zheng, Ruilin Li, Dongzhou Cheng, Zheming Liang, Feng Zhao, Jiaqi Wang ...

DiT360: High-Fidelity Panoramic Image Generation via Hybrid Training

Episode 1277 · October 14, 2025 · 22:13

🤗 Upvotes: 26 | cs.CV Authors: Haoran Feng, Dizhe Zhang, Xiangtai Li, Bo Du, Lu Qi Title: DiT360: High-Fidelity Panoram...

AVoCaDO: An Audiovisual Video Captioner Driven by Temporal Orchestration

Episode 1276 · October 14, 2025 · 24:24

🤗 Upvotes: 26 | cs.CV Authors: Xinlong Chen, Yue Ding, Weihong Lin, Jingyun Hua, Linli Yao, Yang Shi, Bozhou Li, Yuanxing Zhang, Qiang Liu, Peng...

InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models

Episode 1275 · October 14, 2025 · 25:21

🤗 Upvotes: 25 | cs.CV Authors: Haomin Wang, Jinhui Yin, Qi Wei, Wenguang Zeng, Lixin Gu, Shenglong Ye, Zhangwei Gao, Yaohui Wang, Yanting Zhang,...

BrowserAgent: Building Web Agents with Human-Inspired Web Browsing Actions

Episode 1274 · October 14, 2025 · 21:38

🤗 Upvotes: 25 | cs.CL, cs.AI Authors: Tao Yu, Zhengbo Zhang, Zhiheng Lyu, Junhao Gong, Hongzhu Yi, Xinming Wang, Yuxuan Zhou, Jiabing Yang, Ping...

D2E: Scaling Vision-Action Pretraining on Desktop Data for Transfer to Embodied AI

Episode 1273 · October 13, 2025 · 23:49

🤗 Upvotes: 104 | cs.AI, cs.CV, cs.RO Authors: Suwhan Choi, Jaeyoon Jung, Haebin Seong, Minchan Kim, Minyeong Kim, Yongjun Cho, Yoonshik Kim, Yub...

Thinking with Camera: A Unified Multimodal Model for Camera-Centric Understanding and Generation

Episode 1272 · October 13, 2025 · 23:18

🤗 Upvotes: 86 | cs.CV Authors: Kang Liao, Size Wu, Zhonghua Wu, Linyi Jin, Chao Wang, Yikai Wang, Fei Wang, Wei Li, Chen Change Loy ...

TAG:Tangential Amplifying Guidance for Hallucination-Resistant Diffusion Sampling

Episode 1271 · October 13, 2025 · 21:39

🤗 Upvotes: 38 | cs.CV Authors: Hyunmin Cho, Donghoon Ahn, Susung Hong, Jee Eun Kim, Seungryong Kim, Kyong Hwan Jin Title: ...

AutoPR: Let's Automate Your Academic Promotion!

Episode 1270 · October 13, 2025 · 22:35

🤗 Upvotes: 38 | cs.CL Authors: Qiguang Chen, Zheng Yan, Mingda Yang, Libo Qin, Yixin Yuan, Hanjing Li, Jinhao Liu, Yiyan Ji, Dengyun Peng, Jiann...

Multimodal Prompt Optimization: Why Not Leverage Multiple Modalities for MLLMs

Episode 1269 · October 13, 2025 · 25:37

🤗 Upvotes: 37 | cs.LG, cs.AI, cs.CL Authors: Yumin Choi, Dongki Kim, Jinheon Baek, Sung Ju Hwang Title: Multimodal Prom...

BEAR: Benchmarking and Enhancing Multimodal Language Models for Atomic Embodied Capabilities

Episode 1268 · October 13, 2025 · 26:40

🤗 Upvotes: 30 | cs.CV, cs.RO Authors: Yu Qi, Haibo Zhao, Ziyu Guo, Siyuan Ma, Ziyan Chen, Yaokun Han, Renrui Zhang, Zitiantao Lin, Shiji Xin, Yi...

StreamingVLM: Real-Time Understanding for Infinite Video Streams

Episode 1267 · October 13, 2025 · 21:22

🤗 Upvotes: 26 | cs.CV, cs.AI, cs.CL Authors: Ruyi Xu, Guangxuan Xiao, Yukang Chen, Liuning He, Kelly Peng, Yao Lu, Song Han Title: ...

Webscale-RL: Automated Data Pipeline for Scaling RL Data to Pretraining Levels

Episode 1266 · October 13, 2025 · 24:41

🤗 Upvotes: 22 | cs.CL, cs.AI Authors: Zhepeng Cen, Haolin Chen, Shiyu Wang, Zuxin Liu, Zhiwei Liu, Ding Zhao, Silvio Savarese, Caiming Xiong, Hu...

BigCodeArena: Unveiling More Reliable Human Preferences in Code Generation via Execution

Episode 1265 · October 13, 2025 · 22:59

🤗 Upvotes: 22 | cs.SE, cs.AI, cs.CL Authors: Terry Yue Zhuo, Xiaolong Jin, Hange Liu, Juyong Jiang, Tianyang Liu, Chen Gong, Bhupesh Bishnoi, Va...

R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth?

Episode 1264 · October 13, 2025 · 24:42

🤗 Upvotes: 22 | cs.AI, cs.CL Authors: Yi Lu, Jianing Wang, Linsen Guo, Wei He, Hongyin Tang, Tao Gui, Xuanjing Huang, Xuezhi Cao, Wei Wang, Xunl...