Towards Scalable Pre-training of Visual Tokenizers for Generation Paper • 2512.13687 • Published 17 days ago • 98
InfiniteVL: Synergizing Linear and Sparse Attention for Highly-Efficient, Unlimited-Input Vision-Language Models Paper • 2512.08829 • Published 23 days ago • 18
Hybrid Linear Attention Research Collection All 1.3B & 340M hybrid linear-attention experiments. • 62 items • Updated Sep 11, 2025 • 12
Multiverse: Your Language Models Secretly Decide How to Parallelize and Merge Generation Paper • 2506.09991 • Published Jun 11, 2025 • 55
When To Solve, When To Verify: Compute-Optimal Problem Solving and Generative Verification for LLM Reasoning Paper • 2504.01005 • Published Apr 1, 2025 • 15
OpenVLThinker: An Early Exploration to Complex Vision-Language Reasoning via Iterative Self-Improvement Paper • 2503.17352 • Published Mar 21, 2025 • 24
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Paper • 2503.08686 • Published Mar 11, 2025 • 19
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Paper • 2503.08686 • Published Mar 11, 2025 • 19 • 2
AlphaDrive: Unleashing the Power of VLMs in Autonomous Driving via Reinforcement Learning and Reasoning Paper • 2503.07608 • Published Mar 10, 2025 • 23
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Paper • 2503.01743 • Published Mar 3, 2025 • 89
LightThinker: Thinking Step-by-Step Compression Paper • 2502.15589 • Published Feb 21, 2025 • 31
Small Models Struggle to Learn from Strong Reasoners Paper • 2502.12143 • Published Feb 17, 2025 • 39
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization Paper • 2502.13922 • Published Feb 19, 2025 • 27