SAGE: Shape-Adaptive Gated Experts for Medical Image Segmentation
A mixture-of-experts framework for medical histopathology segmentation with shape-adaptive routing and efficient expert specialization.
Selected work
Projects
A collection of research, engineering, and applied AI projects. Each card highlights the question, tools, and outcome behind the work.
Research Projects
3 Projects
ELDER: Equivariance-preserving Downsampling for Efficient Low-Resolution Image Classification
A systematic study of equivariance-preserving downsampling for low-resolution CNN classification, reaching strong CIFAR-10 accuracy with a compact model.
LiDAR-Camera 3D Object Detection
Exploring robust multi-modal representations for 3D perception by combining complementary LiDAR and camera signals.
Semester Projects
2 Projects
VectorRAG for Vietnamese Medical-Legal QA
A retrieval-augmented question answering system designed for Vietnamese medical and legal documents.
TrailsExplorer
A Gemini-powered trip planning application that turns travel preferences into structured, practical itineraries.
AI VIETNAM Projects
6 Projects
Emoji Image Generation with Stable Diffusion
A study of controllable image generation for emoji-style visual content using Stable Diffusion.
Text-Guided Image Generation with Conditional Flow Matching
An implementation study of conditional flow matching for text-guided image synthesis.
Multi-Dataset Image Classification
A lightweight image classification application supporting multiple datasets and interactive inference.
Image Segmentation with K-Means
An interpretable image segmentation pipeline based on color-space clustering with K-Means.
RAG for PDF Question Answering
A document question answering prototype that combines PDF parsing, vector search, and LangChain.
Competitions
2 Projects
Known Item Search for Video Retrieval
A text-to-video retrieval system for finding known items in long-form video content.
Heineken Beer Detection
An AI-powered image analysis system for detecting Heineken products, counting customers, and extracting marketing insights.