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)
This repo contains code used in the paper "Characterizing the temporal dynamics of universal speech representations for generalizable deepfake detection"
Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation, SIGIR 2021
Implements and analyses frame-to-frame pixel reprojection for the Hypersim Evermotion data set.
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