A comprehensive index of artificial intelligence and machine-learning research with AI-generated summaries, citation metrics, and direct links to papers and code.
Zhengren Wang, Jiayang Yu, Dongsheng Ma, et al.
RARE decouples knowledge storage from reasoning by externalizing domain knowledge to retrievable sources and internalizing reasoning patterns, enabling lightweight models to surpass GPT-4 and DeepSeek-R1 by ~20% accuracy.
R. Doriguzzi-Corin, S. Millar, S. Scott-Hayward, et al.
Lucid is a lightweight CNN-based DDoS detection system that matches state-of-the-art accuracy with a 40x reduction in processing time, suitable for resource-constrained environments.
Unknown
MobileViT introduces a lightweight vision transformer that combines CNN and ViT strengths for efficient mobile deployment.
Unknown
BLIP-2 introduces Q-Former, a lightweight transformer module that bridges frozen image encoders and frozen LLMs for efficient vision-language pre-training.
Unknown
Introduces small and medium-sized vision LLMs (11B and 90B) alongside lightweight text-only models (1B and 3B).
Unknown
Phi-3.5 introduces a family of lightweight, multilingual models (MoE, mini, vision) trained on synthetic and filtered data emphasizing high-quality reasoning.
Xiao Yu, Baolin Peng, Ruize Xu, et al.
OpenForgeRL is an open-source framework that enables end-to-end training of harness-based AI agents in any environment by decoupling training and inference via a lightweight proxy and Kubernetes orchestrator.