MIRA: Multimodal Iterative Reasoning Agent for Image Editing Paper • 2511.21087 • Published Nov 26, 2025 • 10
Nested Browser-Use Learning for Agentic Information Seeking Paper • 2512.23647 • Published Dec 29, 2025 • 19
KV-Embedding: Training-free Text Embedding via Internal KV Re-routing in Decoder-only LLMs Paper • 2601.01046 • Published Jan 3 • 14
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision Paper • 2601.03193 • Published Jan 6 • 47
ArenaRL: Scaling RL for Open-Ended Agents via Tournament-based Relative Ranking Paper • 2601.06487 • Published Jan 10 • 53