Beyond Memorization: A Multi-Modal Ordinal Regression Benchmark to Expose Popularity Bias in Vision-Language Models Paper • 2512.21337 • Published Dec 24, 2025 • 31
SCOPE: Prompt Evolution for Enhancing Agent Effectiveness Paper • 2512.15374 • Published Dec 17, 2025 • 6
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents Paper • 2512.23343 • Published Dec 29, 2025 • 30
Memex(RL): Scaling Long-Horizon LLM Agents via Indexed Experience Memory Paper • 2603.04257 • Published Mar 4 • 19
MemSifter: Offloading LLM Memory Retrieval via Outcome-Driven Proxy Reasoning Paper • 2603.03379 • Published Mar 3 • 32
Thinking to Recall: How Reasoning Unlocks Parametric Knowledge in LLMs Paper • 2603.09906 • Published Mar 10 • 75
Abstraction as a Memory-Efficient Inductive Bias for Continual Learning Paper • 2603.17198 • Published 25 days ago • 8
MSA: Memory Sparse Attention for Efficient End-to-End Memory Model Scaling to 100M Tokens Paper • 2603.23516 • Published Mar 6 • 47
Calibri: Enhancing Diffusion Transformers via Parameter-Efficient Calibration Paper • 2603.24800 • Published 17 days ago • 67
Out of Sight but Not Out of Mind: Hybrid Memory for Dynamic Video World Models Paper • 2603.25716 • Published 17 days ago • 153
LightThinker++: From Reasoning Compression to Memory Management Paper • 2604.03679 • Published 8 days ago • 30