Multimodal Learning

2 pages

Why Is Video Still So Expensive? A Survey of Inference-Efficiency Mechanisms in Video and Audiovisual LLMs

Paper Why Are Video LLMs Still So Expensive? — A Four-Stage Guide to Inference Efficiency MechanismsTL;DR — This paper classifies 125 …

September 11, 2026

Long Context KV Cache Multimodal Learning Vision-Language Model Efficient Inference Large Language Models

Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Paper Janus-Pro 7B: Dual-Encoder Multimodal LLM That Outsmarts Bigger ModelsOne-line summary (TL;DR)By fully separating the SigLIP …

DeepSeek Dual Encoder Multimodal Learning Vision-Language Models Large Language Models Efficient Training