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Projects in Awesome Lists tagged with self-supervised

A curated list of projects in awesome lists tagged with self-supervised .

https://github.com/timeseriesai/tsai

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

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 14 May 2025

https://github.com/timeseriesAI/tsai

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

classification cnn deep-learning fastai forecasting inceptiontime machine-learning python pytorch regression rnn rocket self-supervised sequential state-of-the-art time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 26 Mar 2025

https://github.com/pathak22/noreward-rl

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

curiosity deep-learning deep-neural-networks deep-reinforcement-learning doom exploration mario openai-gym rl self-supervised tensorflow

Last synced: 16 May 2025

https://github.com/Sense-GVT/DeCLIP

Supervision Exists Everywhere: A Data Efficient Contrastive Language-Image Pre-training Paradigm

big-model clip image-text multi-model self-supervised vision-language-pretraining zero-shot

Last synced: 03 Apr 2025

https://github.com/dddzg/up-detr

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

coco cvpr cvpr2021 detection detr self-supervised tpami transformers

Last synced: 19 Jul 2025

https://github.com/atcold/pytorch-cortexnet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 19 Aug 2025

https://github.com/Atcold/pytorch-CortexNet

PyTorch implementation of the CortexNet predictive model

deep-learning predictive-modeling pytorch self-supervised unsupervised-learning video

Last synced: 19 Jul 2025

https://github.com/hendrycks/ss-ood

Self-Supervised Learning for OOD Detection (NeurIPS 2019)

ml-safety out-of-distribution-detection robustness self-supervised self-supervised-learning uncertainty

Last synced: 13 Apr 2025

https://github.com/chao1224/GraphMVP

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

contrastive-learning generative-model geometry graph molecule pretraining self-supervised self-supervised-learning

Last synced: 09 May 2025

https://github.com/chao1224/graphmvp

Pre-training Molecular Graph Representation with 3D Geometry, ICLR'22 (https://openreview.net/forum?id=xQUe1pOKPam)

contrastive-learning generative-model geometry graph molecule pretraining self-supervised self-supervised-learning

Last synced: 23 Oct 2025

https://github.com/mountchicken/union14m

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

dataset mae mmocr scene-text-recognition self-supervised union14m

Last synced: 20 Aug 2025

https://github.com/med-air/Endo-FM

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

endoscopy foundation-model large-scale miccai2023 pre-train self-supervised video

Last synced: 16 Mar 2025

https://github.com/svip-lab/indoor-sfmlearner

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

depth-estimation eccv2020 extract-superpixel indoor nyuv2 pose-estimation pytorch scannet self-supervised unsupervised-learning

Last synced: 12 May 2025

https://github.com/kleinyuan/licas3

[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.

autonomous-driving kalibr kitti lidar lidar-camera-calibration lidar-camera-fusion lidar-camera-synchronization monocular-depth-estimation newer-college ptp self-supervised self-supervised-learning ssim-loss

Last synced: 05 Sep 2025

https://github.com/royerlab/cytoself

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

autoencoder deep-learning fluorescence imaging microscopy opencell protein pytorch self-supervised self-supervised-learning tensorflow

Last synced: 03 Jul 2025

https://github.com/jason718/game-feature-learning

Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18

computer-vision deep-learning domain-adaptation representation-learning self-supervised synthetic-data

Last synced: 10 Jul 2025

https://github.com/Toytiny/RaFlow

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

automotive-radar autonomous-driving deep-learning point-cloud pytorch scene-flow-estimation self-supervised

Last synced: 20 Mar 2025

https://github.com/juliendenize/eztorch

Library to perform image and video self-supervised learning.

contrastive-learning image image-processing pytorch self-supervised video video-processing

Last synced: 29 Jul 2025

https://github.com/chao1224/geossl

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

denoising-diffusion diffusion-models geometry molecular-geometries molecule pretraining self-supervised self-supervised-learning

Last synced: 23 Oct 2025

https://github.com/mjhydri/singing-vocal-beat-tracking

This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations. Then, it uses HMM decoder to infer signing beats and tempo.

beat-tracking hubert linear-transformer music music-information-retrieval self-supervised singing-voice wavlm

Last synced: 22 Jul 2025

https://github.com/sap-samples/acl2020-commonsense

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

commonsense-reasoning contrastive deep-learning machine-learning nlp sample sample-code self-supervised

Last synced: 13 Apr 2025

https://github.com/andreacossu/continual-pretraining-nlp-vision

Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357

continual-learning forgetting image-classification lifelong-learning masked-image-modeling masked-language-models pretrained-models qnli self-supervised senteval sentiment-analysis transformers

Last synced: 21 Jun 2025

https://github.com/westlake-ai/openbioseq

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

bio-sequences classification-regression genetic-engineering pytorch self-supervised transformer

Last synced: 13 May 2025

https://github.com/Westlake-AI/OpenBioSeq

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

bio-sequences classification-regression genetic-engineering pytorch self-supervised transformer

Last synced: 24 Nov 2025

https://github.com/ahmdtaha/simsiam

Pytorch implementation of Exploring Simple Siamese Representation Learning

deep-learning deep-neural-networks python python3 pytorch pytorch-implementation self-supervised self-supervised-learning simsiam

Last synced: 22 Jul 2025

https://github.com/lightly-ai/lightly-train

LightlyTrain is the first PyTorch framework to pretrain computer vision models on unlabeled data for industrial applications

computer-vision contrastive-learning deep-learning distillation embeddings machine-learning pretrained-models python pytorch self-supervised self-supervised-learning

Last synced: 18 Apr 2025

https://github.com/hellloxiaotian/ssnet

A self-supervised network for image denoising and watermark removal (Neural Networks 2024)

deep-learning image-denoising python pytorch self-supervised unet watermark-removal

Last synced: 28 Apr 2025

https://github.com/tanyachutani/dino_tf2.x

Tensorflow code for Vision Transformers training with the Self-Supervised learning method DINO

dino self-supervised tensorflow tf2 vision-transformer

Last synced: 29 Apr 2025

https://github.com/sthalles/massl

Official PyTroch implementation for Learning from Memory: A Non-Parametric Memory Augmented Self-Supervised Learning of Visual Features

deep-learning representation-learning self-supervised

Last synced: 07 Apr 2025

https://github.com/rezaakb/peft-vit

Parameter Efficient Fine-tuning of Self-supervised ViTs without Catastrophic Forgetting

catastrophic-forgetting peft self-supervised vision-transformer

Last synced: 05 Apr 2025

https://github.com/rikba/hypersim_multiview

Implements and analyses frame-to-frame pixel reprojection for the Hypersim Evermotion data set.

apple deep description detection extrinsics geometry hypersim intrinsics key learning matching multi point reprojection self-supervised view

Last synced: 25 Jul 2025

https://github.com/r0maink/greedy-infomax

Reproduction code for "Putting An End to End-to-End: Gradient-Isolated Learning of Representations"

machine-learning python3 pytorch reproduction-code self-supervised

Last synced: 24 Apr 2026

https://github.com/yc-cui/super-ad

Rethinking Identity Mapping in Self-Supervised Hyperspectral Anomaly Detection: A Unified Perspective on Network Optimization

deep-learning hyperspectral-anomaly-detection hyperspectral-image-classification image-processing neural-network pytorch segmentation self-supervised unified-framework

Last synced: 27 Apr 2026