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41 search results found

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Internvideo ⭐ 736

InternVideo: General Video Foundation Models via Generative and Discriminative Learning (https://arxiv.org/abs/2212.03191)

Up Detr ⭐ 448

[TPAMI 2022 & CVPR2021 Oral] UP-DETR: Unsupervised Pre-training for Object Detection with Transformers

Manydepth ⭐ 440

[CVPR 2021] Self-supervised depth estimation from short sequences

Scenerf ⭐ 284

[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

Behindthescenes ⭐ 168

Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)

Indoor Sfmlearner ⭐ 124

[ECCV'20] Patch-match and Plane-regularization for Unsupervised Indoor Depth Estimation

Endo Fm ⭐ 104

[MICCAI'23] Foundation Model for Endoscopy Video Analysis via Large-scale Self-supervised Pre-train

Conditional Motion Propagation ⭐ 99

Code for our CVPR 2019 work.

Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

Union14m ⭐ 94

[ICCV 2023] Code base for Revisiting Scene Text Recognition: A Data Perspective

Exploration By Disagreement ⭐ 86

[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''

Game Feature Learning ⭐ 65

Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18

Source code for the ICCV 2023 paper: Robust Monocular Depth Estimation under Challenging Conditions

Tri Depth ⭐ 61

[WACV 2023] Self-Supervised Monocular Depth Estimation: Solving the Edge-Fattening Problem

Epcdepth ⭐ 59

[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

Cytoself ⭐ 58

Self-supervised models for encoding protein localization patterns from microscopy images

[T-RO 2022] Official Implementation for "LiCaS3: A Simple LiDAR–Camera Self-Supervised Synchronization Method," in IEEE Transactions on Robotics, doi: 10.1109/TRO.2022.3167455.

Tracking_via_colorizing ⭐ 55

Tensorflow implementation of CNN described in https://arxiv.org/abs/1806.09594

Pretext Invariant Representations ⭐ 52

Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations

Collections of self-supervised methods, based on cvpods.

Self-Supervised Scene Flow Estimation with 4-D Automotive Radar (RA-L & IROS'22)

Condigsum ⭐ 35

Code for EMNLP 2021 paper "Topic-Aware Contrastive Learning for Abstractive Dialogue Summarization"

GeoSSL: Molecular Geometry Pretraining with SE(3)-Invariant Denoising Distance Matching, ICLR'23 (https://openreview.net/forum?id=CjTHVo1dvR)

Library to perform image and video self-supervised learning.

Acl2020 Commonsense ⭐ 23

Source code for paper on commonsense reasoning for 2020 Annual Conference of the Association for Computational Linguistics (ACL) 2020.

Self Supervised_learning_sketch ⭐ 22

self-supervised learning, deep learning, representation learning, RotNet, temporal convolutional network(TCN), deformation transformation, sketch pre-train, sketch classification, sketch retrieval, free-hand sketch, official code of paper "Deep Self-Supervised Representation Learning for Free-Hand Sketch"

[TIP 2022] Code for "A Dual-Branch Self-Boosting Framework for Self-Supervised 3D Hand Pose Estimation"

Freq Aware Depth ⭐ 21

[WACV2023] Frequency Aware Self-supervised Depth Estimation

Official Implementation of "PsyNet: Self-supervised Approach to Object Localization Using Point Symmetric Transformation"

Self Supervised Distillation ⭐ 15

Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO 😃

Pytorch implementation of Exploring Simple Siamese Representation Learning

Openbioseq ⭐ 13

This repo focuses on supervised and self-supervised bio-sequence representation learning

Schemata ⭐ 12

This repository contains code and dataset splits for the paper "Classification by Attention: Scene Graph Classification with Prior Knowledge"

[ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning

Unofficial implementation of DocMAE (WIP): Document Image Rectification via Self-supervised Representation Learning

Official Code of CVPR'23 Paper "VLPD: Context-Aware Pedestrian Detection via Vision-Language Semantic Self-Supervision"

Selfsup_openrep ⭐ 8

self supervised learning method in remote sensing field

Dmtnet Crch ⭐ 6

Official Implementation of our paper "Supervision meets Self-Supervision: A Deep Multitask Network for Colorectal Cancer Histopathological Analysis" [Best Paper Award at MISP 2022]

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