Deep Fusion Memory: A Chunk-Level Parametric Memory for Large Language Models Paper • 2610.25100 • Published 6 days ago • 39
Mixture-of-Memories: Low-Overhead Language Modeling with Modular Knowledge Injection Paper • 2610.25425 • Published 6 days ago • 8
Rethinking World-Action Model for Compositional and In-Context Robotic Manipulation Paper • 2610.02368 • Published 23 days ago • 74
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction Paper • 2609.10715 • Published Sep 9 • 205
AuK Technical Report: An Open-Source Foundational Model for Speech Generation and Editing Paper • 2609.08936 • Published Sep 8 • 155
Unlocking the Potential of Image Editing via Concept Scaling and Dense Supervision Paper • 2608.16812 • Published Aug 17 • 52
Progressive Agent Skill Generation via Reinforcement Learning Paper • 2608.01678 • Published Aug 3 • 61
MemSFT: Mitigating Alignment Tax with an External Parametric Memory Paper • 2607.25614 • Published Jul 28 • 23
Memory Decoder at Scale: A Pretrained, Parametric Long-Term Memory Paper • 2607.27919 • Published Jul 30 • 62
AdaReasoner: Dynamic Tool Orchestration for Iterative Visual Reasoning Paper • 2601.18631 • Published Jan 26 • 48
Memory Decoder: A Pretrained, Plug-and-Play Memory for Large Language Models Paper • 2508.09874 • Published Aug 13, 2025 • 13
MLP Memory: Language Modeling with Retriever-pretrained External Memory Paper • 2508.01832 • Published Aug 3, 2025 • 1
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 119