CVPR 2026 (Main) | MambaLiteUNet: Cross-Gated Adaptive Feature Fusion for Robust Skin Lesion Segmentation
GCNfold: A novel lightweight model with valid extractors for RNA secondary structure prediction
AudioMuse-AI-DCLAP is a lightweight, high-speed distilled version of LAION CLAP, designed for fast and efficient text-to-music search
A minimal YOLOv8n-based object detection project using the lightweight Nano version of the model for fast and efficient training and inference on small datasets like coco128.
BMVC 2025 (Main) Oral (3%) | AULUNet: An Adaptive Ultra-Lightweight UNet Framework for Efficient Skin Lesion Segmentation in Resource-Constrained Environments
Official repository for paper "Enhancing 3D Point Cloud Classification with ModelNet-R and Point-SkipNet"
🔍 Enhance medical imaging with a lightweight CNN model that offers over 91% accuracy and integrated explainability for better clinical trust.
A lightweight Explainable AI CNN for PathMNIST medical imaging, achieving 91%+ accuracy with Integrated Gradients and SQLite-based attribution storage. Built in PyTorch, this scalable model delivers high performance, transparency, and real-world readiness, making it ideal for medical AI, edge deployment, and explainable deep learning research.
The official repository for "GIVTED-Net: GhostNet-Mobile Involution ViT Encoder-Decoder Network for Lightweight Medical Image Segmentation."
Lightweight Siamese Network for Remote Sensing Building Change Detection | 轻量化孪生网络遥感建筑物变化检测（LEVIR-CD 数据集）
Rule-based NLP chatbot using TF-IDF & cosine similarity over 1000+ real-world QnA — fast, offline & LLM-free.
FMCNet: Enhancing Anime Image Super-Resolution through Frequency-Aware Multi-Scale Consistency
LiteCDNet 公开仓库 | Public repo for training, evaluation, and ablation experiments
A lightweight Few-Shot Image Classifier built with PyTorch, capable of recognizing new classes from just a few examples using prototype-based learning. Designed for easy model export and integration.
the purest edition of Sphere. An Autonomous Metabolic Information Infrastructure for AI Agents Sphere is not a database. It is a circulation system — knowledge enters, gets evaluated by AI agents, crystallizes or fades, and moves on. Intelligence is never stored here; it passes through.
🚀 Production-ready API for detecting toxic comments in Russian text, powered by a lightweight PyTorch CNN model (~5MB).
BSc thesis: energy and performance profiling of lightweight object detection models for autonomous vehicle perception. RAPL measurement scripts, raw results, and analysis.
Lightweight Separable CNN Model for Fire Image Classification
VisionicAI: Ultra-lightweight object detection model optimized for NPU. 1인 주도로 아키텍처 설계 및 학습 파이프라인 전 과정 개발.
📄 Lightweight Q&A chatbot for PDF, DOCX, and TXT files. Built with Streamlit, LangChain, HuggingFace, and ChromaDB — no large LLMs required.
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