csiro-robotics / TCE
This repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
☆52Updated 3 years ago
Alternatives and similar repositories for TCE:
Users that are interested in TCE are comparing it to the libraries listed below
- Pytorch code for our NeurIPS 2019 paper "Cross-channel Communication Networks"☆41Updated 5 years ago
- A PyTorch re-implementation of the paper 'Exploring Simple Siamese Representation Learning'. Reproduced the 67.8% Top1 Acc on ImageNet.☆78Updated 3 years ago
- SoT: Delving Deeper into Classification Head for Transformer☆48Updated 3 years ago
- Collections of self-supervised methods, based on cvpods.☆58Updated 3 years ago
- [arXiv 2020] Video Representation Learning with Visual Tempo Consistency☆24Updated 4 years ago
- Autoencoding Variational Transformations (AVT) in pytorch, ICCV 2019☆19Updated 5 years ago
- ☆31Updated 3 years ago
- Code for Self-supervised Spatiotemporal Feature Learning by Video Geometric Transformations☆16Updated 5 years ago
- A ShuffleBatchNorm layer to shuffle BatchNorm statistics across multiple GPUs☆56Updated 2 years ago
- Video Noise Contrastive Estimation☆66Updated last year
- Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]☆88Updated 3 years ago
- (CVPR 2020) This repo contains code for "PADS: Policy-Adapted Sampling for Visual Similarity Learning", which proposes learnable triplet …☆60Updated 4 years ago
- Code for reproducing experiments in "How Useful is Self-Supervised Pretraining for Visual Tasks?"☆60Updated 6 months ago
- [ECCV'20 Spotlight] Memory-augmented Dense Predictive Coding for Video Representation Learning. Tengda Han, Weidi Xie, Andrew Zisserman.☆164Updated 3 years ago
- code for CVPR-2019 paper: Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statisti…☆63Updated 3 years ago
- Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.☆48Updated 3 years ago
- Implementation for our paper exploring a novel 2D adaptive attention span kernel in computer vision.☆35Updated last year
- code for our ECCV-2020 paper: Self-supervised Video Representation Learning by Pace Prediction☆99Updated 3 years ago
- (ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.1…☆34Updated 3 years ago
- Evaluating AlexNet features at various depths☆39Updated 4 years ago
- ImageNet-CoG is a benchmark for concept generalization. It provides a full evaluation framework for pre-trained visual representations wh…☆24Updated 3 years ago
- Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020☆51Updated 3 years ago
- Code for Temporal Data Augmentations (ECCVW 2020)☆36Updated 4 years ago
- We present a framework for training multi-modal deep learning models on unlabelled video data by forcing the network to learn invariances…☆45Updated 3 years ago
- self-supervised domain adaptation☆48Updated 5 years ago
- ☆23Updated 3 years ago
- Official code for "The Group Loss for Deep Metric Learning" paper (ECCV 2020)☆50Updated 4 years ago
- Bootstrap Your Own Latent (BYOL) pytorch implementation using DistributedDataParallel.☆28Updated 2 years ago
- awesome video-based self-supervised learning methods in recently years☆9Updated 4 years ago
- ☆88Updated 4 years ago