Denis

cflow-ad. Official PyTorch code for WACV 2022 paper "CFLOW-AD: Real-Time Unsupervised Anomaly Detection with Localization via Conditional Normalizing Flows"

yoloNCS. YOLO object detector for Movidius Neural Compute Stick (NCS)

ShiftCNN. A script to convert floating-point CNN models into generalized low-precision ShiftCNN representation

al-fk-self-supervision. Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

autodo. Official PyTorch code for CVPR 2021 paper "AutoDO: Robust AutoAugment for Biased Data with Label Noise via Scalable Probabilistic Implicit Differentiation"

flowenedet. Official PyTorch code for UAI 2023 paper "Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow"

fmap_compression. Code for DNN feature map compression paper

contextflow. Official PyTorch code for UAI 2024 paper "ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding"

fridge-dataset. FRIDGR dataset generation

odelt. JAX implementation of ODElt

e2x. Explain to Fix: A Framework to Interpret and Correct DNN Object Detector Predictions

fridge-demo. Fridge demo main repository

beta-fridge. Code for paper

fridge-network. Fridge demo reasoning model