https://github.com/wgcban/wgcban

Config files for my GitHub profile.
https://github.com/wgcban/wgcban

config github-config

Last synced: 19 days ago
JSON representation

Config files for my GitHub profile.

• Host: GitHub
• URL: https://github.com/wgcban/wgcban
• Owner: wgcban
• Created: 2022-11-04T03:08:22.000Z (about 2 years ago)
• Default Branch: main
• Last Pushed: 2023-12-18T13:45:14.000Z (11 months ago)
• Last Synced: 2023-12-19T05:11:59.329Z (11 months ago)
• Topics: config, github-config
• Homepage: https://github.com/wgcban
• Size: 46.9 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
Welcome to My GitHub Profile!

My research interests lie at the intersection of Computer Vision and Deep Learning, with a specific focus on:

- Self-Supervised Learning (SSL)

- Generative AI

- Remote Sensing

- Low-Level Vision

🌐 Homepage: [www.wgcban.com](https://www.wgcban.com)

## Featured Projects

### Self-Supervised Representation Learning

- Guarding Barlow Twins Against Overfitting with Mixed Samples [GitHub](https://github.com/wgcban/mix-bt) 🚨

- AdaMAE: Adaptive Masking for Efficient Spatiotemporal Learning with Masked Autoencoders @ `CVPR'23` [GitHub](https://github.com/wgcban/adamae)

### Generative AI

- Unite and Conquer: Cross Dataset Multimodal Synthesis using Diffusion Models @ `CVPR'23` [GitHub](https://github.com/Nithin-GK/UniteandConquer)

### Remote Sensing

#### Change Detection

- ChangeFormer: A Transformer-Based Siamese Network for Change Detection @ `IGARSS'22` [GitHub](https://github.com/wgcban/ChangeFormer)

- DDPM-CD: Remote Sensing Change Detection using Denoising Diffusion Probabilistic Models [GitHub](https://github.com/wgcban/ddpm-cd)

- Revisiting Consistency Regularization for Semi-supervised Change Detection in Remote Sensing Images [GitHub](https://github.com/wgcban/SemiCD)

- Metric-CD: Deep Metric Learning for Unsupervised Remote Sensing Change Detection [GitHub](https://github.com/wgcban/Metric-CD)

#### Image Super-Resolution / Pansharpening

- HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening @ `CVPR'22` [GitHub](https://github.com/wgcban/HyperTransformer)

- DIP-HyperKite: Hyperspectral Pansharpening Based on Improved Deep Image Prior and Residual Reconstruction @ `TGRS'22` [GitHub](https://github.com/wgcban/DIP-HyperKite)

#### Segmentation

- SPIN Road Mapper: Extracting Roads from Aerial Images via Spatial and Interaction Space Graph Reasoning for Autonomous Driving @ `ICRA'22` [GitHub](https://github.com/wgcban/SPIN_RoadMapper)

#### SAR Despeckling

- SAR-Transformer: Transformer-based SAR Image Despeckling @ `IGARSS'22` [GitHub](https://github.com/malshaV/sar_transformer)

- SAR-Overcomplete: SAR Despeckling Using Overcomplete Convolutional Networks @ `IGARSS'22` [GitHub](https://github.com/malshaV/sar_overcomplete)

- SAR-DDPM: SAR Despeckling using a Denoising Diffusion Probabilistic Model @ `Geoscience and Remote Sensing Letters` [GitHub](https://github.com/malshaV/SAR_DDPM)

### Low-level Vision

- Diffuse-Denoise-Count: Accurate Crowd-Counting with Diffusion Models [GitHub](https://github.com/dylran/DiffuseDenoiseCount)