the-decoder

LLM text data is drying up, but Meta points to unlabeled video as the next massive training frontier

A single AI model can learn text, images, and video simultaneously from scratch without the different modalities interfering with each other, according to a study by Meta FAIR and New York University.
IEEE

A Multi-Scale Contrast Preserving Encoder-Decoder Architecture for Local Change Detection From Thermal Video Scenes

Abstract: This article presents a new deep-learning architecture based on an encoder-decoder framework that retains contrast while performing background subtraction (BS) on thermal videos. The ...
IEEE

Advancing NLIDB Systems with T5-RAG: An Encoder-Decoder Approach to SQL Query Generation

Abstract: Interacting with relational databases often requires expertise in Structured Query Language (SQL), which limits accessibility for non-technical users. Natural Language Interfaces to ...