Just MLPs: Efficient Visual State Reconstruction for Multimodal Language Models Paper • 2609.34972 • Published 9 days ago • 30
Fewer Tokens, More Self-Teaching: On-Policy Self-Distillation for Extreme Visual Token Reduction Paper • 2609.32353 • Published 11 days ago • 8
TurboClear: One-Step Object-Effect Removal via Region-Calibrated Distribution Matching and Fusion Paper • 2608.01288 • Published Aug 2
Fewer Tokens, More Self-Teaching: On-Policy Self-Distillation for Extreme Visual Token Reduction Paper • 2609.32353 • Published 11 days ago • 8
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published Aug 10 • 180
Σ-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems Paper • 2607.27958 • Published Jul 30 • 19
Data Agent: Learning to Select Data via End-to-End Dynamic Optimization Paper • 2603.07433 • Published May 13
$Σ$-Mem: An Online Reliability Memory for LLM-based Multi-Agent Systems Paper • 2607.27958 • Published Jul 30 • 19
Meow-Omni 1: A Multimodal Large Language Model for Feline Ethology Paper • 2605.09152 • Published May 9 • 3
PolyReal: A Benchmark for Real-World Polymer Science Workflows Paper • 2604.02934 • Published Apr 3 • 2
Exposing Hallucinations To Suppress Them: VLMs Representation Editing With Generative Anchors Paper • 2509.21997 • Published Sep 26, 2025
Position: Intelligent Science Laboratory Requires the Integration of Cognitive and Embodied AI Paper • 2506.19613 • Published Jun 24, 2025 • 1
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning Paper • 2411.18203 • Published Nov 27, 2024 • 41
LongStraw: Long-Context RL Beyond 2M Tokens under a Fixed GPU Budget Paper • 2607.14952 • Published Jul 16 • 92
MinT: Managed Infrastructure for Training and Serving Millions of LLMs Paper • 2605.13779 • Published May 13 • 227
$δ$-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published May 12 • 133
$δ$-mem: Efficient Online Memory for Large Language Models Paper • 2605.12357 • Published May 12 • 133