Velox: Spatial Memory Makes World Models Efficient Paper • 2610.22311 • Published 11 days ago • 39
Building AI Research Teams for Autonomous Discovery of Linear Attention Architectures Paper • 2610.28887 • Published 6 days ago • 45
AgentSWE: Can Coding Agents Build the Agent You Actually Want? Paper • 2610.13361 • Published 17 days ago • 93
Prefill-Free Cross-Family KV Cache Transfer for Heterogeneous Multi-Agent LLMs Paper • 2609.32259 • Published 27 days ago • 104
NeMo-DCR: Bit-Exact Delta-Compressed Refit for Scalable Agentic RL at Trillion-Parameter Scale Paper • 2610.08430 • Published 20 days ago • 30
FuseReg: Regularizing Layer Fusion Mitigates the Reconstruction-Generation Gap in Representation Autoencoders Paper • 2609.31620 • Published Sep 25 • 121
World Action Agent: Harnessing VLMs for Robot Manipulation via World Action Rehearsal Paper • 2609.29964 • Published Sep 24 • 15
Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs Paper • 2609.26796 • Published Sep 22 • 37
EvoOntology: A Self-Evolving Ontology Layer for Data Agents Paper • 2609.15779 • Published Sep 14 • 131
OmniVChat: Synthesizing, Benchmarking, and Training for Native Audio-Visual Dialogue Paper • 2609.21465 • Published Sep 18 • 84
Fathom: Per-Query Read Depth for Sparse Decoding over Offloaded KV Caches Paper • 2609.17652 • Published Sep 15 • 8
LimiX-2: A Contextual Mechanism Network Towards General Structured-Data Intelligence Paper • 2609.17488 • Published Sep 15 • 318
VC-Attention: Value Smoothing and Softmax Casting for Low-bit Attention Paper • 2609.15810 • Published Sep 14 • 52
How Lossless Is Lossless Speculative Decoding? The Role of Numerical Precision in Orthrus Paper • 2609.15504 • Published Sep 14 • 37
Grouped Value Attention: Efficient KV Caching via On-Demand Key Reconstruction Paper • 2609.13285 • Published Sep 8 • 83
Continual Learning Mechanisms Compose for Long-Horizon Memorization Paper • 2609.06986 • Published Sep 7 • 371