Learning Self-Orchestration in Decentralized Agent Swarms Paper • 2610.22322 • Published 8 days ago • 16
SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation Paper • 2610.22264 • Published 8 days ago • 44
OmniTaskonomy: When Does Visual Generation Improve Visual Understanding? Paper • 2609.38079 • Published 24 days ago • 57
EpiCon: Collective Agent Learning through Co-Evolving Multimodal Memory Paper • 2609.37923 • Published 24 days ago • 9
Beyond the Timeline: Augmenting Long-Video Memory with Grounded Entity Biographies Paper • 2609.38155 • Published 24 days ago • 117
MaLiang-Harness: A Programmable Path to Image and Video Generation Paper • 2609.34309 • Published 25 days ago • 220
VideoLoop: Looped Working Memory Against Semantic Thrashing in Long-Form Video Agents Paper • 2609.38119 • Published 24 days ago • 12
VDiff-Bench: A Challenging Benchmark for Fine-Grained Image Difference Identification Paper • 2609.06245 • Published Sep 5 • 16
TLive-Omni: An Omni-Modal Understanding Model for E-Commerce Live Streaming Paper • 2608.20958 • Published Aug 21 • 61
SemComp-Bench: Benchmarking Semantic Task Completion in Video Generation Paper • 2608.17426 • Published Aug 18 • 160
Towards Physics of Multimodal Pretraining: Knowledge Flow, Modality Synergy, Early Unification, and Recipes Paper • 2608.05000 • Published Aug 6 • 65
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation Paper • 2607.11886 • Published Jul 13 • 78
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published 10 days ago • 64
AlphaGRPO: Unlocking Self-Reflective Multimodal Generation in UMMs via Decompositional Verifiable Reward Paper • 2605.12495 • Published May 12 • 35