96 Open source projects that are alternatives of or similar to video-pace

Official code for "Self-Supervised driven Consistency Training for Annotation Efficient Histopathology Image Analysis" Published in Medical Image Analysis (MedIA) Journal, Oct, 2021.

Official project website for the CVPR 2021 paper "Exploring intermediate representation for monocular vehicle pose estimation"

NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.

code for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"

(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.

This is the source code of PMHLD-Patch-Map-Based-Hybrid-Learning-DehazeNet-for-Single-Image-Haze-Removal which has been accepted by IEEE Transaction on Image Processing 2020.

Official PyTorch code for CVPR 2020 paper "Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision"

This is an official implementation for "SimMIM: A Simple Framework for Masked Image Modeling".

Implementation of paper "Self-supervised Learning on Graphs:Deep Insights and New Directions"

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

One Person, One Model, One World: Learning Continual User Representation without Forgetting

code for AAAI21 paper "Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion“

This repository contains all the papers accepted in top conference of computer vision, with convenience to search related papers.

PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in clustering (CVPR2021)

Making self-supervised learning work on molecules by using their 3D geometry to pre-train GNNs. Implemented in DGL and Pytorch Geometric.

Whitening for Self-Supervised Representation Learning | Official repository

LaTex Poster for PS-FCN (ECCV 2018)

Self-supervised Spatiotemporal Learning via Video Clip Order Prediction

Object-aware Contrastive Learning for Debiased Scene Representation (NeurIPS 2021)

PASSL包含 SimCLR，MoCo v1/v2，BYOL，CLIP，PixPro，BEiT，MAE等图像自监督算法以及 Vision Transformer，DEiT，Swin Transformer，CvT，T2T-ViT，MLP-Mixer，XCiT，ConvNeXt，PVTv2 等基础视觉算法

Code for the ICPR 2020 paper: "CURL: Neural Curve Layers for Image Enhancement"

AdCo: Adversarial Contrast for Efficient Learning of Unsupervised Representations from Self-Trained Negative Adversaries

📄 Spatial Contrastive Learning for Few-Shot Classification (ECML/PKDD 2021).

Pytorch Lightning Implementation of SC-Depth (V1, V2...) for Unsupervised Monocular Depth Estimation.

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

A Fast Knowledge Distillation Framework for Visual Recognition

Papers with code. Sorted by stars. Updated weekly.

Official codes: Self-Supervised Learning by Estimating Twin Class Distribution

Official code for paper "Spatially Aware Multimodal Transformers for TextVQA" published at ECCV, 2020.

Detect (classify and localize) people, pets and objects using millimeter-wave radar.

This is the project page of our paper which has been published in ECCV 2020.

Parametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020

Neural Relation Understanding: neural cardinality estimators for tabular data

Code for paper "Can contrastive learning avoid shortcut solutions?" NeurIPS 2021.

🌌 OpenVTuber-虚拟アイドル共享计划 An application of real-time face and gaze analyzation via deep nerual networks.

Co-mining: Self-Supervised Learning for Sparsely Annotated Object Detection, AAAI 2021.

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results

PyTorch code for "SOLAR: Second-Order Loss and Attention for Image Retrieval". In ECCV 2020

A library for graph deep learning research

A PyTorch implementation of "SelfGNN: Self-supervised Graph Neural Networks without explicit negative sampling" paper, which appeared in The International Workshop on Self-Supervised Learning for the Web (SSL'21) @ the Web Conference 2021 (WWW'21).

A comprehensive list of awesome contrastive self-supervised learning papers.

Guided Image-to-Image Translation Papers

Code for CIKM2020 "S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization"

[ICRA 2020] Train generalizable policies for kit assembly with self-supervised dense correspondence learning.

[WWW 2021] Source code for "Graph Contrastive Learning with Adaptive Augmentation"

Code for ECCV 2020 "DVI: Depth Guided Video Inpainting for Autonomous Driving"

Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks

official implemntation for "Contrastive Learning with Stronger Augmentations"

[CVPR21] Implementation of our work "Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation"

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

FisheyeDistanceNet

ECCV'20 paper 'Toward Fine-grained Facial Expression Manipulation' code

The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.

LiBai(李白): A Toolbox for Large-Scale Distributed Parallel Training

Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]

Video Representation Learning by Recognizing Temporal Transformations. In ECCV, 2020.

The official PyTorch implementation of Towards Fast, Accurate and Stable 3D Dense Face Alignment, ECCV 2020.

Repository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)