Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone Paper • 2512.22615 • Published 8 days ago • 42
MemFlow: Flowing Adaptive Memory for Consistent and Efficient Long Video Narratives Paper • 2512.14699 • Published 19 days ago • 27
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published Dec 2, 2025 • 51
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28, 2025 • 71
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows Paper • 2510.24411 • Published Oct 28, 2025 • 71
Scaling Latent Reasoning via Looped Language Models Paper • 2510.25741 • Published Oct 29, 2025 • 221
The End of Manual Decoding: Towards Truly End-to-End Language Models Paper • 2510.26697 • Published Oct 30, 2025 • 116
JanusCoder: Towards a Foundational Visual-Programmatic Interface for Code Intelligence Paper • 2510.23538 • Published Oct 27, 2025 • 96
Explore to Evolve: Scaling Evolved Aggregation Logic via Proactive Online Exploration for Deep Research Agents Paper • 2510.14438 • Published Oct 16, 2025 • 13
LIBERO-Plus: In-depth Robustness Analysis of Vision-Language-Action Models Paper • 2510.13626 • Published Oct 15, 2025 • 45
PhysMaster: Mastering Physical Representation for Video Generation via Reinforcement Learning Paper • 2510.13809 • Published Oct 15, 2025 • 37
LightReasoner Models Collection https://arxiv.org/abs/2510.07962 • 3 items • Updated Oct 19, 2025 • 5
R-Horizon: How Far Can Your Large Reasoning Model Really Go in Breadth and Depth? Paper • 2510.08189 • Published Oct 9, 2025 • 26