Showcases ongoing, and completed projects within various research themes.
self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"
Multimodal classification with CLIP and SimCLR under limited labels and missing modality conditions.
Self-supervised denoising for Monte Carlo Rendering
This is an unofficial Python demo of the Self-Supervised Label Generator (SSLG), presented in "Self-Supervised Drivable Area and Road Anomaly Segmentation using RGB-D Data for Robotic Wheelchairs. Our SSLG can be used effectively for self-supervised drivable area and road anomaly segmentation based on RGB-D data".
💳 Integrate Alignet payment service with Magento 2 for seamless and efficient online transactions, enhancing your e-commerce experience.
Focus on Vision Representation Learning, towards Robust general vision
Pytorch Implementation of popular self-supervised models
Reproduction code for "Putting An End to End-to-End: Gradient-Isolated Learning of Representations"
[RAL] ColonAdapter: Geometry Estimation Through Foundation Model Adaptation for Colonoscopy
Self-supervised Video Representation learning
Self-supervised decorrelation-denoising of X-ray radiographs
MASSRL (Mulit-Augmentation Strategies on Searched and Random Augmentation Policies) Self-supervised visual representation learning.
The officieal implementation of the paper: CoWS: Self-Supervised Representation Pre-Training for Cross-Machine Fault Diagnosis
A research on self-supervised learning with the interest of applying it into NLP field.
TomoSelfDEQ: Self-Supervised Deep Equilibrium Learning for Sparse-Angle CT Reconstruction (2025)
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation, SIGIR 2021
This repo contains code used in the paper "Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection"
Implements and analyses frame-to-frame pixel reprojection for the Hypersim Evermotion data set.
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