Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems Paper • 2605.04018 • Published 27 days ago • 40
Beyond Semantic Similarity: Rethinking Retrieval for Agentic Search via Direct Corpus Interaction Paper • 2605.05242 • Published 29 days ago • 117
HY-Embodied-0.5: Embodied Foundation Models for Real-World Agents Paper • 2604.07430 • Published Apr 8 • 189
Combee: Scaling Prompt Learning for Self-Improving Language Model Agents Paper • 2604.04247 • Published Apr 5 • 31
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale Paper • 2604.04771 • Published Apr 6 • 123
Video Generation Models as World Models: Efficient Paradigms, Architectures and Algorithms Paper • 2603.28489 • Published Mar 30 • 30
DA-Flow: Degradation-Aware Optical Flow Estimation with Diffusion Models Paper • 2603.23499 • Published Mar 24 • 51
MolmoB0T: Large-Scale Simulation Enables Zero-Shot Manipulation Paper • 2603.16861 • Published Mar 17 • 9
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas Paper • 2603.16448 • Published Mar 17 • 58
Generation Models Know Space: Unleashing Implicit 3D Priors for Scene Understanding Paper • 2603.19235 • Published Mar 19 • 95
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 120
The Trinity of Consistency as a Defining Principle for General World Models Paper • 2602.23152 • Published Feb 26 • 202
SpargeAttention2: Trainable Sparse Attention via Hybrid Top-k+Top-p Masking and Distillation Fine-Tuning Paper • 2602.13515 • Published Feb 13 • 45
3D-Aware Implicit Motion Control for View-Adaptive Human Video Generation Paper • 2602.03796 • Published Feb 3 • 64
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published Dec 30, 2025 • 52