Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory Paper • 2603.04257 • Published 1 day ago • 8
ArtHOI: Articulated Human-Object Interaction Synthesis by 4D Reconstruction from Video Priors Paper • 2603.04338 • Published 1 day ago • 19
UniG2U-Bench: Do Unified Models Advance Multimodal Understanding? Paper • 2603.03241 • Published 2 days ago • 78
Beyond Language Modeling: An Exploration of Multimodal Pretraining Paper • 2603.03276 • Published 2 days ago • 65
Beyond Length Scaling: Synergizing Breadth and Depth for Generative Reward Models Paper • 2603.01571 • Published 4 days ago • 32
Composition-RL: Compose Your Verifiable Prompts for Reinforcement Learning of Large Language Models Paper • 2602.12036 • Published 21 days ago • 93
Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition Paper • 2602.08439 • Published 25 days ago • 28
Vision-DeepResearch: Incentivizing DeepResearch Capability in Multimodal Large Language Models Paper • 2601.22060 • Published Jan 29 • 154
DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation Paper • 2601.22153 • Published Jan 29 • 71
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 47
VisGym: Diverse, Customizable, Scalable Environments for Multimodal Agents Paper • 2601.16973 • Published Jan 23 • 40
The Prism Hypothesis: Harmonizing Semantic and Pixel Representations via Unified Autoencoding Paper • 2512.19693 • Published Dec 22, 2025 • 66
Towards Scalable Pre-training of Visual Tokenizers for Generation Paper • 2512.13687 • Published Dec 15, 2025 • 106
DR Tulu: Reinforcement Learning with Evolving Rubrics for Deep Research Paper • 2511.19399 • Published Nov 24, 2025 • 62
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe Paper • 2511.16334 • Published Nov 20, 2025 • 93