The Trinity of Consistency as a Defining Principle for General World Models
Paper
• 2602.23152 • Published
• 193
Acedemic
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From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models
Paper • 2602.22859 • Published • 148 -
OmniGAIA: Towards Native Omni-Modal AI Agents
Paper • 2602.22897 • Published • 51 -
Imagination Helps Visual Reasoning, But Not Yet in Latent Space
Paper • 2602.22766 • Published • 38 -
Exploratory Memory-Augmented LLM Agent via Hybrid On- and Off-Policy Optimization
Paper • 2602.23008 • Published • 33 -
AgentDropoutV2: Optimizing Information Flow in Multi-Agent Systems via Test-Time Rectify-or-Reject Pruning
Paper • 2602.23258 • Published • 27 -
Search More, Think Less: Rethinking Long-Horizon Agentic Search for Efficiency and Generalization
Paper • 2602.22675 • Published • 20 -
AI Gamestore: Scalable, Open-Ended Evaluation of Machine General Intelligence with Human Games
Paper • 2602.17594 • Published • 9 -
Does Your Reasoning Model Implicitly Know When to Stop Thinking?
Paper • 2602.08354 • Published • 255 -
VESPO: Variational Sequence-Level Soft Policy Optimization for Stable Off-Policy LLM Training
Paper • 2602.10693 • Published • 216 -
OPUS: Towards Efficient and Principled Data Selection in Large Language Model Pre-training in Every Iteration
Paper • 2602.05400 • Published • 342 -
Green-VLA: Staged Vision-Language-Action Model for Generalist Robots
Paper • 2602.00919 • Published • 307 -
Weak-Driven Learning: How Weak Agents make Strong Agents Stronger
Paper • 2602.08222 • Published • 274 -
ERNIE 5.0 Technical Report
Paper • 2602.04705 • Published • 260 -
Kimi K2.5: Visual Agentic Intelligence
Paper • 2602.02276 • Published • 253 -
Less is Enough: Synthesizing Diverse Data in Feature Space of LLMs
Paper • 2602.10388 • Published • 237 -
mHC: Manifold-Constrained Hyper-Connections
Paper • 2512.24880 • Published • 313 -
GDPO: Group reward-Decoupled Normalization Policy Optimization for Multi-reward RL Optimization
Paper • 2601.05242 • Published • 228 -
Agentic Reasoning for Large Language Models
Paper • 2601.12538 • Published • 198 -
STEP3-VL-10B Technical Report
Paper • 2601.09668 • Published • 193