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upvoted 3 papers 14 days ago

Agentic Very Long Video Understanding

Paper • 2601.18157 • Published 17 days ago • 18

FABLE: Forest-Based Adaptive Bi-Path LLM-Enhanced Retrieval for Multi-Document Reasoning

Paper • 2601.18116 • Published 17 days ago • 12

Harder Is Better: Boosting Mathematical Reasoning via Difficulty-Aware GRPO and Multi-Aspect Question Reformulation

Paper • 2601.20614 • Published 14 days ago • 117

upvoted 2 papers 22 days ago

BAPO: Boundary-Aware Policy Optimization for Reliable Agentic Search

Paper • 2601.11037 • Published 27 days ago • 17

Multiplex Thinking: Reasoning via Token-wise Branch-and-Merge

Paper • 2601.08808 • Published 29 days ago • 39

upvoted a paper 24 days ago

Rewarding the Rare: Uniqueness-Aware RL for Creative Problem Solving in LLMs

Paper • 2601.08763 • Published 29 days ago • 147

upvoted 7 papers about 1 month ago

mHC: Manifold-Constrained Hyper-Connections

Paper • 2512.24880 • Published Dec 31, 2025 • 305

Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling

Paper • 2512.23959 • Published Dec 30, 2025 • 112

AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents

Paper • 2512.23343 • Published Dec 29, 2025 • 29

Fantastic Reasoning Behaviors and Where to Find Them: Unsupervised Discovery of the Reasoning Process

Paper • 2512.23988 • Published Dec 30, 2025 • 17

From Code Foundation Models to Agents and Applications: A Practical Guide to Code Intelligence

Paper • 2511.18538 • Published Nov 23, 2025 • 296

Mindscape-Aware Retrieval Augmented Generation for Improved Long Context Understanding

Paper • 2512.17220 • Published Dec 19, 2025 • 112

Memory in the Age of AI Agents

Paper • 2512.13564 • Published Dec 15, 2025 • 151

upvoted 6 papers about 2 months ago

LoGoPlanner: Localization Grounded Navigation Policy with Metric-aware Visual Geometry

Paper • 2512.19629 • Published Dec 22, 2025 • 26

MemEvolve: Meta-Evolution of Agent Memory Systems

Paper • 2512.18746 • Published Dec 21, 2025 • 31

AdaTooler-V: Adaptive Tool-Use for Images and Videos

Paper • 2512.16918 • Published Dec 18, 2025 • 13

Next-Embedding Prediction Makes Strong Vision Learners

Paper • 2512.16922 • Published Dec 18, 2025 • 86

OPV: Outcome-based Process Verifier for Efficient Long Chain-of-Thought Verification

Paper • 2512.10756 • Published Dec 11, 2025 • 35

Thinking with Images via Self-Calling Agent

Paper • 2512.08511 • Published Dec 9, 2025 • 23

upvoted a paper 2 months ago

Divide, then Ground: Adapting Frame Selection to Query Types for Long-Form Video Understanding

Paper • 2512.04000 • Published Dec 3, 2025 • 4