How Far Are We from Genuinely Useful Deep Research Agents? Paper • 2512.01948 • Published Dec 1, 2025 • 56
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents Paper • 2511.13593 • Published Nov 17, 2025 • 26
S^2-Guidance: Stochastic Self Guidance for Training-Free Enhancement of Diffusion Models Paper • 2508.12880 • Published Aug 18, 2025 • 48
Reinforcement Fine-Tuning Powers Reasoning Capability of Multimodal Large Language Models Paper • 2505.18536 • Published May 24, 2025 • 18
