ANTS: Adaptive Negative Textual Space Shaping for OOD Detection via Test-Time MLLM Understanding and Reasoning Paper • 2509.03951 • Published Mar 17 • 2
EVOKE: Eliciting World Knowledge in Agents for Transferable Decision-Making Paper • 2609.38334 • Published 3 days ago • 69
ImageWAM: Do World Action Models Really Need Video Generation, or Just Image Editing? Paper • 2606.19531 • Published Jun 17 • 28
APM-Bench: Benchmarking Cross-session Persistent Memory for Egocentric Streaming Video Assistants Paper • 2609.37559 • Published 3 days ago • 36
PAN: A World Model for General, Interactable, and Long-Horizon World Simulation Paper • 2511.09057 • Published Nov 12, 2025 • 82
Emu3.5: Native Multimodal Models are World Learners Paper • 2510.26583 • Published Oct 30, 2025 • 117
Web-CogReasoner: Towards Knowledge-Induced Cognitive Reasoning for Web Agents Paper • 2508.01858 • Published Aug 3, 2025 • 20
Web-CogReasoner Collection The collection includes model, dataset and benchmark for Web-CogReasoner. • 4 items • Updated Mar 21 • 2