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justin's Projects

sigma icon sigma

[CVPR' 22 ORAL] SIGMA: Semantic-complete Graph Matching for Domain Adaptative Object Detection

simt icon simt

[CVPR22'] SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation

spatial-smoothing icon spatial-smoothing

(ICML 2022) Official PyTorch implementation of “Blurs Behave Like Ensembles: Spatial Smoothings to Improve Accuracy, Uncertainty, and Robustness”.

supcontrast icon supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

t3a icon t3a

This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2021, Spotlight)

tent icon tent

ICLR21 Tent: Fully Test-Time Adaptation by Entropy Minimization

test-time-adaptation-asr-suta icon test-time-adaptation-asr-suta

Test-time adaptation for speech recognition model by single utterance. The official implementation of "Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition" paper.

trades icon trades

TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization)

vibnet icon vibnet

Compressing Neural Networks using the Variational Information Bottleneck

yoco icon yoco

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

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