Project Page (ObjectDR)

Official Implementation of ClusterFix (WACV 2024)

[CVPR 2023] Domain Generalized Stereo Matching via Hierarchical Visual Transformation

Official pytorch implementation of the paper [Environment Agnostic Representation for Visual Reinforcement learning]

Proposed a novel method for image quality enhancement using diffusion models

EM-Net: Effective and Morphology-aware Network for Skin Lesion Segmentation

Gated Domain Units (GDU) aim to make your deep learning models robust against distribution shifts when applied in the real-world.

This is the training and test code for ECCV2022 workshop NICO challenge

This repository contains the code for the paper Modularity Trumps Invariance for Compositonal Robustness.

[MICCAI'24 Early Accept] Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations

An unofficial implementation of Frustratingly Simple Domain Generalization via Image Stylization

Project Page (PromptStyler, ICCV 2023)

Submission for task 2 "Unsupervised Anomalous Sound Detection for Machine Condition Monitoring Applying Domain Generalization Techniques" of the DCASE challenge 2022 (https://dcase.community/challenge2022/task-unsupervised-anomalous-sound-detection-for-machine-condition-monitoring).

[AAAI24] Learning Invariant Inter-pixel Correlations for Superpixel Generation

Data loader and solution method for the DCASE 2024 Challenge Task1

Code for the control+shift paper, where a method for generating general datasets with a controllable amount of distribution shift was proposed. Presented at the ECCV'24 "Synthetic Data for Computer Vision" workshop.

Code for Princeton ORFE Senior Thesis (Domain Generalization for Deep Learning-Based Glaucoma Classification)

Do Domain Generalization Methods Generalize Well? (Workshop on Machine Learning Safety at NeurIPS 2022).

Code for my paper "Semi-Supervised Unconstrained Head Pose Estimation in the Wild"

[ICML 2024] "Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models"