anguyen8

XAI-papers

deepface-emd

Code for CVPR 2022 https://arxiv.org/abs/2112.04016 DeepFace-EMD Re-ranking Using Patch-wise Earth Movers Distance Improves Out-Of-Distribution Face Identification

gScoreCAM

visual-correspondence-XAI

Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy

sam

Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"

effectiveness-attribution-maps

Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944

generative-attribution-methods

Code for paper [Explaining image classifiers by removing input features using generative models] [ACCV 2020] https://arxiv.org/abs/1910.04256

face-vit

Deep-Learning-Papers-Reading-Roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

peeb

[NAACL 2024] Part-based, explainable and editable fine-grained image classifier that allows users to define a species in text

deep-visualization-toolbox

Added support for Touchscreen (Ubuntu 14)

im

Code for [ Double Trouble: How to not explain a text classifier's decisions using counterfactuals synthesized by masked language models? ] AACL 2022 https://arxiv.org/abs/2110.11929

caffe_lrcn

A clone from the recurrent branch of the LRCN caffe by Jeff Donahue http://jeffdonahue.com/lrcn/

chm-corr-interactive

biggan-am

BigGAN-AM improves the sample diversity of BigGAN and synthesizes Places365 images.

cnn-vis

Use CNNs to generate images

DCGAN-tensorflow

A tensorflow implementation of Deep Convolutional Generative Adversarial Networks

shape-bias

Code for [The shape and simplicity biases of adversarially robust ImageNet-trained CNNs] https://arxiv.org/abs/2006.09373

adv_robust_autoencoder

Code for "Inverting Adversarially Robust Networks for Image Synthesis" (ACCV 2022)

cifar.torch

92.45% on CIFAR-10 in Torch

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

deep-goggle

Source code for "Understanding Deep Image Representations by Inverting Them", CVPR 2015

deepdream

GitResultsManager

A simple snapshotting system for managing research results using Git.

matplotlib_for_papers

Handout for the tutorial "Creating publication-quality figures with matplotlib"

opencv_contrib

Repository for OpenCV's extra modules

out-of-order

strike-with-a-pose

A simple GUI application for generating adversarial poses of an object.

torch-gan

Transformer-MM-Explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.