The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning Paper • 2606.29526 • Published 18 days ago • 163
Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players Paper • 2605.28816 • Published May 27 • 431
VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild Paper • 2605.27882 • Published May 27 • 16
EvalVerse: Pipeline-Aware and Expert-Calibrated Benchmarking for Professional Cinematic Video Generation Paper • 2605.23271 • Published May 22 • 81
Incantation: Natural Language as the Action Interface for Multi-Entity Video World Models Paper • 2605.18601 • Published May 18 • 6
CausalCine: Real-Time Autoregressive Generation for Multi-Shot Video Narratives Paper • 2605.12496 • Published May 12 • 31
Empirical Evidence for Simply Connected Decision Regions in Image Classifiers Paper • 2605.06380 • Published May 7 • 4
LLaDA2.0-Uni: Unifying Multimodal Understanding and Generation with Diffusion Large Language Model Paper • 2604.20796 • Published Apr 22 • 245
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 509
AURA: Always-On Understanding and Real-Time Assistance via Video Streams Paper • 2604.04184 • Published Apr 5 • 52
GrandCode: Achieving Grandmaster Level in Competitive Programming via Agentic Reinforcement Learning Paper • 2604.02721 • Published Apr 3 • 639
SQuTR: A Robustness Benchmark for Spoken Query to Text Retrieval under Acoustic Noise Paper • 2602.12783 • Published Feb 13 • 246