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ucdvision's Projects

cgc icon cgc

Official PyTorch code for the CVPR 2022 paper - Consistent Explanations by Contrastive Learning

cmsf icon cmsf

Official Code for "Constrained Mean Shift Using Distant Yet Related Neighbors for Representation Learning"

genie icon genie

Official implementation for "GeNIe: Generative Hard Negative Images as Data Augmentation"

low-budget-al icon low-budget-al

PyTorch implementation of "A Simple Baseline for Low-Budget Active Learning".

nola icon nola

Code for NOLA, an implementation of "nola: Compressing LoRA using Linear Combination of Random Basis"

patchsearch icon patchsearch

Code for the CVPR '23 paper, "Defending Against Patch-based Backdoor Attacks on Self-Supervised Learning"

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

sima icon sima

Official implementation for "SimA: Simple Softmax-free Attention for Vision Transformers"

simreg icon simreg

Source code for the BMVC-2021 paper "SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation".

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