Nina Shvetsova

everything_at_once. Official implementation of "Everything at Once - Multi-modal Fusion Transformer for Video Retrieval." CVPR 2022

howtocaption. Official implementation of "HowToCaption: Prompting LLMs to Transform Video Annotations at Scale." ECCV 2024

anomaly_detection. Official implementation of "Anomaly Detection with Deep Perceptual Autoencoders." IEEE Access 2021

learning_by_sorting. Official implementation of "Learning by Sorting: Self-supervised Learning with Group Ordering Constraints." ICCV 2023

mood_challenge. Medical Out-of-Distribution Analysis Challenge MICCAI 2020 Solution

in_style. Official implementation of "In-style: Bridging Text and Uncurated Videos with Style Transfer for Cross-modal Retrieval." ICCV 2023

utd-project. Official implementation of "Unbiasing through Textual Descriptions: Mitigating Representation Bias in Video Benchmarks." CVPR 2025

piad. This is the official implementation of "Perceptual Image Anomaly Detection" (PIAD). ACPR 2019

DWT. Using DTW in speech recognition tasks

SimCLR. PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

pytorch-template. PyTorch deep learning projects made easy.