GitHub

Volkopat/VLM-Optical-Encoder

Adapter-based optical compression for long documents using DeepSeek's DeepEncoder with Qwen3-VL-2B. Built on DeepSeek-OCR by DeepSeek-AI. This repo includes deepencoder.py from DeepSeek-OCR ...
IEEE

Enhancing Task-Incremental Learning via a Prompt-Based Hybrid Convolutional Neural Networks (CNNs)-Vision Transformer (ViT) Framework

Abstract: Artificial neural network (ANN) models are widely used in various fields such as image classification, multi-object detection, intent prediction, military applications, and natural language ...
IEEE

Design and Analysis of 4×2 Optical Encoder using Wave guides and Defects Mechanism in Two Dimensional Photonic Crystals

Abstract: The proposed encoder in two dimensional photonic crystals is analyzed in terms of flow of light inside waveguides. Waveguides have been created by removing silicon rods in the structure and ...
GitHub

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...