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54 search results found

Simclr ⭐ 3,525

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

Hypergan ⭐ 1,190

Composable GAN framework with api and user interface

Context Encoder ⭐ 675

[CVPR 2016] Unsupervised Feature Learning by Image Inpainting using GANs

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

Lemniscate.pytorch ⭐ 467

Unsupervised Feature Learning via Non-parametric Instance Discrimination

Pytorch Vsumm Reinforce ⭐ 342

Unsupervised video summarization with deep reinforcement learning. AAAI'18.

Awesome State Of Depth Completion ⭐ 282

Current state of supervised and unsupervised depth completion methods

Unsupervised Video ⭐ 223

[CVPR 2017] Unsupervised deep learning using unlabelled videos on the web

UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss

Novelty Detection ⭐ 183

Latent space autoregression for novelty detection.

Distancegan ⭐ 174

Pytorch implementation of "One-Sided Unsupervised Domain Mapping" NIPS 2017

Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168

Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

The AugNet Python module contains functions for the fast computation of image similarity.

Oneshottranslation ⭐ 126

Pytorch implementation of "One-Shot Unsupervised Cross Domain Translation" NIPS 2018

Unicorn ⭐ 114

(ECCV 2022) Official code of Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency

Student Teacher Anomaly Detection ⭐ 83

Student–Teacher Anomaly Detection with Discriminative Latent Embeddings

Calibrated Backprojection Network ⭐ 74

PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)

[CVPR'23] Hard Patches Mining for Masked Image Modeling

Dti Clustering ⭐ 65

(NeurIPS 2020 oral) Code for "Deep Transformation-Invariant Clustering" paper

Pointglr ⭐ 60

Global-Local Bidirectional Reasoning for Unsupervised Representation Learning of 3D Point Clouds (CVPR 2020)

Pixelda_gan ⭐ 58

Domain Adaptation using GAN

[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)

Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]

Dti Sprites ⭐ 41

(ICCV 2021) Code for "Unsupervised Layered Image Decomposition into Object Prototypes" paper

Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images (ICCV 2021)

Rm Depth ⭐ 36

RM-Depth: Unsupervised Learning of Recurrent Monocular Depth in Dynamic Scenes, CVPR 2022

Contrast Phys ⭐ 36

[ECCV 2022] Contrast-Phys/Contrast-Phys+

Learning Topology Synthetic Data ⭐ 33

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

Unsupervised Image Transformation Learning via Generative Adversarial Networks

Weakly Supervised Contrastive Learning

Self Supervised Gans Pytorch ⭐ 28

Ready to train Pytorch implementation of the CVPR'19 paper "Self-Supervised GANs via Auxiliary Rotation Loss"

Unsupervised Visual Representation Learning ⭐ 26

Overview of unsupervised visual representation learning (or self-supervised learning, unsupervised pre-training) methods.

Deeplearning ⭐ 23

A collection of research papers, datasets and software on Deep Learning

An official PyTorch implementation for CLIPPR

Video Summarization Pytorch ⭐ 20

IMPLEMENT AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

Ml_gallery ⭐ 16

This is a master project of some experiments with Neural Networks. Every project here is runnable, visualized and explained clearly.

Adareg Monodispnet ⭐ 15

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

Deeplearning Tutorials ⭐ 13

This is a deep learning tutorial which is summarized to help someone who want to join to deep learning group

CaCo: Both Positive and Negative Samples are Directly Learnable via Cooperative-adversarial Contrastive Learning

Awesome Cross Domain Person Re Identification ⭐ 12

Awesome-Cross-Domain-Person-Re-identification

3dsfmfacereconstruction ⭐ 10

Deep Unsupervised 3D SfM Face Reconstruction Based on Massive Landmark Bundle Adjustment.

Convolutional_neural_networks Car_plate_recognition ⭐ 9

Vehicle registration plate recognition using convolutional neural networks

Demistfy_correspondence ⭐ 8

Code for the ECCV22 paper Demystifying Unsupervised Semantic Correspondence Estimation

Learn Ai In 30 Days ⭐ 8

2022年iThome鐵人賽「AI & Data」組佳作【新手也能懂得AI-深入淺出的AI課程】完整程式碼，該文章會從安裝Python開始到

Bn Htr_ls ⭐ 7

This repository is based on the work done for the Bangla Handwritten Line Segmentation

Vp_goodfellow_nips2016_pytorch ⭐ 7

Unsupervised Learning for Physical Interaction through Video Prediction (NeuraIPS2016)

Unsupervisedvideosummarization ⭐ 7

Source code for the paper "Unsupervised Video Summarization via Multi-source Features" published at ICMR 2021

Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).

Cross And Learn ⭐ 6

Implementation of the Cross and Learn training scheme

Mask As Supervision ⭐ 6

Official Implementation for Our Paper "Mask as Supervision: Leveraging Unified Mask Information for Unsupervised 3D Pose Estimation"

Video_summary_generaton ⭐ 5

Unsupervised video summarization with deep reinforcement learning implementation .

Octobos_ijcv2016 ⭐ 5

OCTOBOS, overcomplete transform, learning and application codes, Matlab implementation, IJCV2015 paper

Adaframe Depth Completion ⭐ 5

PyTorch implementation of An Adaptive Framework for Learning Unsupervised Depth Completion (RAL 2021 & ICRA 2021)

Deep Learning Resources ⭐ 5

Curated list of DL Resources [Updated 2019]

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1-54 of 54 search results

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