Beyond Scalar Distances: Semantic Attribute Gradients from Frozen MLLMs for Visual Embeddings Paper • 2606.15134 • Published Jun 13 • 3
AgentDoG 1.5: A Lightweight and Scalable Alignment Framework for AI Agent Safety and Security Paper • 2605.29801 • Published May 28 • 149
Mean Mode Screaming: Mean--Variance Split Residuals for 1000-Layer Diffusion Transformers Paper • 2605.06169 • Published May 7 • 238
Geometric Phase Transition Enables Extreme Hippocampal Memory Capacity Paper • 2605.17199 • Published May 16 • 6
SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution Paper • 2605.18401 • Published May 18 • 130
Tuna-2: Pixel Embeddings Beat Vision Encoders for Multimodal Understanding and Generation Paper • 2604.24763 • Published Apr 27 • 71
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 329
Adam's Law: Textual Frequency Law on Large Language Models Paper • 2604.02176 • Published Apr 2 • 510
LagerNVS: Latent Geometry for Fully Neural Real-time Novel View Synthesis Paper • 2603.20176 • Published Mar 20 • 11
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization Paper • 2603.19835 • Published Mar 20 • 353
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published Mar 26 • 157
Believe Your Model: Distribution-Guided Confidence Calibration Paper • 2603.03872 • Published Mar 4 • 40
The Trinity of Consistency as a Defining Principle for General World Models Paper • 2602.23152 • Published Feb 26 • 203
From Blind Spots to Gains: Diagnostic-Driven Iterative Training for Large Multimodal Models Paper • 2602.22859 • Published Feb 26 • 150