marktechpost

Google Introduces T5Gemma 2: Encoder Decoder Models with Multimodal Inputs via SigLIP and 128K Context

T5Gemma 2 follows the same adaptation idea introduced in T5Gemma, initialize an encoder-decoder model from a decoder-only checkpoint, then adapt with UL2. In the above figure the research team show ...
IEEE

SAM2-MDESD: An SAM2-Assisted Multilevel Dual Encoder–Single Decoder Method for Optical Remote Sensing Image Change Detection

Abstract: Given the limitations of traditional feature coding in capturing multiscale information and precise segmentation, existing deep learning-based change detection (CD) methods often suffer from ...
IEEE

Improved polytope generation for CRC-aided adaptive linear programming polar decoding

Abstract: Linear programming (LP) decoding is a classic decoding method for linear block codes, and has attracted recent researches because its potential in joint channel processing. However, for ...
Microsoft

Causal Reasoning Favors Encoders: On The Limits of Decoder-Only Models

In context learning (ICL) underpins recent advances in large language models (LLMs), although its role and performance in causal reasoning remains unclear. Causal reasoning demands multihop ...
GitHub

RealVitaminC/Additive-FFT-Implementation-of-Reed-Solomon-Encoder-Decoder

This repository contains the Python implementation for the report "Comparative Study of Lin-Chung-Han FFT Algorithm versus Gaussian Elimination for Reed-Solomon Erasure Codes" of capstone project ...