AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...

With LLMs increasingly working multimodally, there are exciting developments for more performance and leaner sizes.

Objective: This study, the first comprehensive investigation of E-CCR model selection, aimed to identify optimal strategies by comparing encoder versus decoder models and general-purpose versus domain ...

This paper proposes SODEC, a one-step diffusion-based image compression model that injects the prior of a high-fidelity VAE decoder into the diffusion generation process via a Fidelity Guidance Module ...

Warm-starting encoder-decoder models (Theory) - Illustrative explanation on how encoder-decoder models are warm-started? Warm-starting encoder-decoder models (Analysis) - Summary of Leveraging ...

Electrochemical deposition, or electroplating, is a common industrial technique that coats materials to improve corrosion resistance and protection, durability and hardness, conductivity and more. A ...

LDP consists of a diffusion modeling for encoded text space of an off-the-shelf pre-trained encoder and decoder, the diffusion process can be intervened by additional controller . Paraphrase ...