Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm Paper • 2510.14321 • Published Oct 16 • 1
VG-Refiner: Towards Tool-Refined Referring Grounded Reasoning via Agentic Reinforcement Learning Paper • 2512.06373 • Published 4 days ago • 8
On the Interplay of Pre-Training, Mid-Training, and RL on Reasoning Language Models Paper • 2512.07783 • Published 2 days ago • 24
M3DR: Towards Universal Multilingual Multimodal Document Retrieval Paper • 2512.03514 • Published 8 days ago • 7
AI & Human Co-Improvement for Safer Co-Superintelligence Paper • 2512.05356 • Published 6 days ago • 8
On GRPO Collapse in Search-R1: The Lazy Likelihood-Displacement Death Spiral Paper • 2512.04220 • Published 7 days ago • 11
TV2TV: A Unified Framework for Interleaved Language and Video Generation Paper • 2512.05103 • Published 6 days ago • 12
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published 6 days ago • 45
Steering Vision-Language-Action Models as Anti-Exploration: A Test-Time Scaling Approach Paper • 2512.02834 • Published 8 days ago • 39
SwiftVLA: Unlocking Spatiotemporal Dynamics for Lightweight VLA Models at Minimal Overhead Paper • 2512.00903 • Published 10 days ago • 5
DiG-Flow: Discrepancy-Guided Flow Matching for Robust VLA Models Paper • 2512.01715 • Published 9 days ago • 9
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration Paper • 2511.21689 • Published 14 days ago • 100
TUNA: Taming Unified Visual Representations for Native Unified Multimodal Models Paper • 2512.02014 • Published 9 days ago • 60
Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout Paper • 2511.20649 • Published 15 days ago • 45
LongVT: Incentivizing "Thinking with Long Videos" via Native Tool Calling Paper • 2511.20785 • Published 15 days ago • 150
From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence Paper • 2511.18538 • Published 17 days ago • 251