DeskCraft: Benchmarking Desktop Agents on Professional Workflows and Human-in-the-Loop Collaboration Paper • 2606.03103 • Published 11 days ago • 1
Where, What, Why, and Importance: Structured Defect Grounding for Text-to-Image Feedback Paper • 2606.06113 • Published 9 days ago • 12
Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training Paper • 2508.00414 • Published Aug 1, 2025 • 96
FCL-COD: Weakly Supervised Camouflaged Object Detection with Frequency-aware and Contrastive Learning Paper • 2603.22969 • Published Mar 24 • 10
AdaMem: Adaptive User-Centric Memory for Long-Horizon Dialogue Agents Paper • 2603.16496 • Published Mar 17 • 13
Learning Cross-View Object Correspondence via Cycle-Consistent Mask Prediction Paper • 2602.18996 • Published Feb 22 • 16
VG-Refiner: Towards Tool-Refined Referring Grounded Reasoning via Agentic Reinforcement Learning Paper • 2512.06373 • Published Dec 6, 2025 • 9