DmitryRyumin/ICASSP-2023-24-Papers

ICASSP 2023-2024 Papers: A complete collection of influential and exciting research papers from the ICASSP 2023-24 conferences. Explore the latest advancements in acoustics, speech and signal processing. Code included. Star the repository to support the advancement of audio and signal processing!

Language: Python - Size: 9.11 MB - Last synced at: about 2 hours ago - Pushed at: 2 months ago - Stars: 480 - Forks: 19

geon0325/VilLain

Source code for WWW 2024 paper "VilLain: Self-Supervised Learning on Homogeneous Hypergraphs without Features via Virtual Label Propagation."

Language: Python - Size: 17.9 MB - Last synced at: about 14 hours ago - Pushed at: about 16 hours ago - Stars: 7 - Forks: 1

slitiWassim/Drone-Guard

A Self-Supervised Deep Learning Framework for Spatiotemporal Anomaly Detection in UAV Surveillance Videos

Language: JavaScript - Size: 56.6 MB - Last synced at: about 14 hours ago - Pushed at: about 16 hours ago - Stars: 0 - Forks: 0

webstah/meae-heart-rate-extraction-from-noisy-ppg

Official repository for "Self-Supervised Autoencoder Network for Robust Heart Rate Extraction from Noisy Photoplethysmogram".

Language: Python - Size: 1.28 MB - Last synced at: about 16 hours ago - Pushed at: about 18 hours ago - Stars: 3 - Forks: 0

zamanzadeh/DACAD

Domain Adaptation Contrastive learning model for Anomaly Detection in multivariate time series (DACAD), combining UDA with contrastive learning. DACAD utilizes an anomaly injection mechanism that enhances generalization across unseen anomalous classes, improving adaptability and robustness.

Language: Python - Size: 396 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 21 - Forks: 0

ryota-komatsu/speaker_disentangled_hubert

Official repository of the IEEE SLT 2024 paper "Self-Supervised Syllable Discovery Based on Speaker-Disentangled HuBERT"

Language: Python - Size: 1.35 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 38 - Forks: 9

divelab/DIG

A library for graph deep learning research

Language: Python - Size: 264 MB - Last synced at: about 9 hours ago - Pushed at: 12 months ago - Stars: 1,967 - Forks: 289

UCDvision/gen2seg

Code for "gen2seg: Generative Models Enable Generalizable Instance Segmentation"

Language: Python - Size: 1.1 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 57 - Forks: 2

zhang-fengdi/DEPAF

Official reference implementation of "Self-contrastive learning enables interference-resilient and generalizable fluorescence microscopy signal detection without interference modeling."

Language: MATLAB - Size: 6.04 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

BiaPyX/BiaPy

Open source Python library for building bioimage analysis pipelines

Language: Jupyter Notebook - Size: 1.15 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 178 - Forks: 36

microsoft/SimMIM

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

Language: Python - Size: 275 KB - Last synced at: 3 days ago - Pushed at: almost 3 years ago - Stars: 983 - Forks: 97

DmitryRyumin/INTERSPEECH-2023-24-Papers

INTERSPEECH 2023-2024 Papers: A complete collection of influential and exciting research papers from the INTERSPEECH 2023-24 conference. Explore the latest advances in speech and language processing. Code included. Star the repository to support the advancement of speech technology!

Size: 11.4 MB - Last synced at: 1 day ago - Pushed at: 7 months ago - Stars: 677 - Forks: 42

MTG/omar-rq

Training, validation, and inference code for various SSL approaches and architectures.

Language: Python - Size: 13.9 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 9 - Forks: 0

wolo-wolo/FSFM

FSvFM: A Generalizable Face Security vision Foundation Model via Self-Supervised Facial Representation Learning (CVPR25)

Language: Python - Size: 49.8 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 73 - Forks: 7

Zehong-Wang/Awesome-Foundation-Models-on-Graphs

A collection of graph foundation models including papers, codes, and datasets.

Size: 3.68 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 68 - Forks: 6

ChenLiu-1996/CUTS

[MICCAI 2024] CUTS: A Deep Learning and Topological Framework for Multigranular Unsupervised Medical Image Segmentation

Language: Python - Size: 56.2 MB - Last synced at: 1 day ago - Pushed at: about 2 months ago - Stars: 38 - Forks: 2

IcedWatermelonJuice/FS-SEI

Few-Shot Specific Emitter Identification (FS-SEI) Method

Language: Python - Size: 351 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 15 - Forks: 0

lightly-ai/lightly-train

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

Language: Python - Size: 5.99 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 724 - Forks: 15

shengchaochen82/Awesome-Foundation-Models-for-Weather-and-Climate

A comprehesive survey about foundation models for weather and cliamte data understanding.

Size: 374 KB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 242 - Forks: 32

cell-observatory/cell_observatory_platform

Training backend and some self-supervised pretraining methods for Cell Observatory models

Language: Python - Size: 317 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

google-deepmind/videoprism

Official repository for "VideoPrism: A Foundational Visual Encoder for Video Understanding" (ICML 2024)

Language: Python - Size: 1.46 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 203 - Forks: 17

HaoranZhuExplorer/World-Models-Autonomous-Driving-Latest-Survey

A curated list of world models for autonomous driving. Keep updated.

Size: 506 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 343 - Forks: 17

kristi700/ViT-SSL

ViT /w Self-Supervised training methods

Language: Python - Size: 853 KB - Last synced at: about 3 hours ago - Pushed at: about 4 hours ago - Stars: 0 - Forks: 0

hsp-iit/embodied-captioning

Official repository of the preprint "Embodied Image Captioning: Self-supervised Learning Agents for Spatially Coherent Image Descriptions"

Language: Python - Size: 32.2 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

SaeedShurrab/awesome-self-supervised-learning-in-medical-imaging

This repository is mainly dedicated for listing the recent research advancements in the application of Self-Supervised-Learning in medical images computing field

Size: 1.57 MB - Last synced at: about 16 hours ago - Pushed at: 12 months ago - Stars: 155 - Forks: 15

dipy/dipy

DIPY is the paragon 3D/4D+ medical imaging library in Python. Contains generic methods for spatial normalization, signal processing, machine learning, statistical analysis and visualization of medical images. Additionally, it contains specialized methods for computational anatomy including diffusion, perfusion and structural imaging.

Language: Python - Size: 72.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 767 - Forks: 446

Nokia-Bell-Labs/papagei-foundation-model

(ICLR'25) PaPaGei: Open Foundation Models for Optical Physiological Signals

Language: Python - Size: 856 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 94 - Forks: 19

aghado01/surprise-learning-exploration-exploitation-wip

Transfer functional principles from the LC-NE system in primates to adaptive surprise-based learning in autonomous systems whilst learning some ropes along the way

Language: Python - Size: 283 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

Edoar-do/HuBERT-ECG

A self-supervised foundation ECG model for broad and scalable cardiac applications

Language: Python - Size: 402 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 34 - Forks: 10

ronnief1/RetFiner

Official codebase for RetFiner: A Vision-Language Refinement Scheme for Retinal Foundation Models

Language: Python - Size: 11.9 MB - Last synced at: about 11 hours ago - Pushed at: 6 days ago - Stars: 5 - Forks: 1

DegangWang97/IEEE_TGRS_BockNet

[TGRS 2023 ESI Highly Cited Paper (TOP 1%)] BockNet: Blind-Block Reconstruction Network with a Guard Window for Hyperspectral Anomaly Detection

Language: Python - Size: 8.88 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 7 - Forks: 1

project-lighter/lighter

Streamline deep learning experiments using config files

Language: Python - Size: 6.64 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 57 - Forks: 7

open-mmlab/mmpretrain

OpenMMLab Pre-training Toolbox and Benchmark

Language: Python - Size: 13.5 MB - Last synced at: 4 days ago - Pushed at: 9 months ago - Stars: 3,707 - Forks: 1,097

EdisonLeeeee/Awesome-Masked-Autoencoders

A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).

Size: 488 KB - Last synced at: 5 days ago - Pushed at: about 1 year ago - Stars: 839 - Forks: 53

EnnengYang/Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. TPAMI, 2024.

Size: 864 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 307 - Forks: 15

mashaan14/YouTube-channel

Code I used for my YouTube videos

Language: Jupyter Notebook - Size: 1.41 GB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 6 - Forks: 3

carls31/active-learning-virtual-SVM

Active Learning with Constrained Virtual Support Vector Machines for Classification of Earth Observation Data

Language: R - Size: 811 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

open-edge-platform/training_extensions

Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™

Language: Python - Size: 418 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,194 - Forks: 451

mahmoodlab/HIPT

Hierarchical Image Pyramid Transformer - CVPR 2022 (Oral)

Language: Jupyter Notebook - Size: 740 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 571 - Forks: 100

PaddlePaddle/PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Language: Python - Size: 69.2 MB - Last synced at: 10 days ago - Pushed at: 18 days ago - Stars: 12,050 - Forks: 1,925

PaddlePaddle/PaddleScience

PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.

Language: Python - Size: 72.6 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 378 - Forks: 217

dwiaskor99/contrastive-distillation

CAST is a method for semi-supervised instance segmentation that efficiently trains a compact model using both labeled and unlabeled data. This repository contains the implementation of our three-stage pipeline, showcasing contrastive adaptation and distillation techniques. 🐙🌟

Size: 3.2 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

OpenDriveLab/PPGeo

[ICLR 2023] Pytorch implementation of PPGeo, a fully self-supervised driving policy pre-training framework to learn from unlabeled driving videos.

Language: Python - Size: 8.08 MB - Last synced at: 3 days ago - Pushed at: 12 days ago - Stars: 131 - Forks: 8

lightly-ai/lightly

A python library for self-supervised learning on images.

Language: Python - Size: 11.3 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 3,455 - Forks: 297

chengtan9907/OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

Language: Python - Size: 2.47 MB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 942 - Forks: 155

ByronHsu/FEGAN

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

Language: Python - Size: 5.93 MB - Last synced at: 1 day ago - Pushed at: over 5 years ago - Stars: 44 - Forks: 6

j-morano/MIRAGE

Official repository of the paper "MIRAGE: A multimodal foundation model and benchmark for comprehensive retinal OCT image analysis", accepted by npj Digital Medicine.

Language: Python - Size: 531 KB - Last synced at: about 11 hours ago - Pushed at: 14 days ago - Stars: 10 - Forks: 1

a43992899/MARBLE

State-of-the-art pretrained music models for training, evaluation, inference

Language: Python - Size: 2.57 MB - Last synced at: 7 days ago - Pushed at: 12 days ago - Stars: 116 - Forks: 10

HKUDS/DiffMM

[ACM MM'2024]"DiffMM: Multi-Modal Diffusion Model for Recommendation"

Language: Python - Size: 86.6 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 73 - Forks: 3

ChandlerBang/awesome-self-supervised-gnn

Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).

Language: Python - Size: 730 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 1,681 - Forks: 161

CAMMA-public/Self-MVA

Official code for "Learning from Synchronization: Self-Supervised Uncalibrated Multi-View Person Association in Challenging Scenes"

Language: Python - Size: 28.9 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 3 - Forks: 0

Alcoholrithm/TabularS3L

A PyTorch Lightning-based library for self- and semi-supervised learning on tabular data.

Language: Python - Size: 449 KB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 38 - Forks: 3

KTH-RPL/SeFlow

[ECCV'24] SeFlow: A Self-Supervised Scene Flow Method in Autonomous Driving

Language: Python - Size: 1.8 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 99 - Forks: 8

ViTAE-Transformer/Remote-Sensing-RVSA

The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"

Language: Python - Size: 4.56 MB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 448 - Forks: 39

HKUDS/HGCL

[WSDM'2023] "HGCL: Heterogeneous Graph Contrastive Learning for Recommendation"

Language: Python - Size: 33.7 MB - Last synced at: 11 days ago - Pushed at: 8 months ago - Stars: 115 - Forks: 16

vturrisi/solo-learn

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Language: Python - Size: 5.04 MB - Last synced at: 10 days ago - Pushed at: about 1 month ago - Stars: 1,493 - Forks: 192

alibaba/EasyCV

An all-in-one toolkit for computer vision

Language: Python - Size: 10.5 MB - Last synced at: 10 days ago - Pushed at: 2 months ago - Stars: 1,872 - Forks: 215

junxia97/awesome-pretrain-on-molecules

[IJCAI 2023 survey track]A curated list of resources for chemical pre-trained models

Size: 565 KB - Last synced at: 13 days ago - Pushed at: about 2 years ago - Stars: 528 - Forks: 56

mathpluscode/CineMA

A Vision Foundation Model for Cine Cardiac Magnetic Resonance Imaging

Language: Python - Size: 86.7 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 13 - Forks: 1

accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced at: 9 days ago - Pushed at: over 1 year ago - Stars: 314 - Forks: 92

jhairgallardo/awesome-continual-self-supervised-learning

List of papers that combine self-supervision and continual learning

Size: 67.4 KB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 67 - Forks: 2

prakashchhipa/MPD

Möbius Transform for Mitigating Perspective Distortions in Representation Learning (ECCV 2024)

Language: Python - Size: 417 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

RElbers/info-nce-pytorch

PyTorch implementation of the InfoNCE loss for self-supervised learning.

Language: Python - Size: 127 KB - Last synced at: 16 days ago - Pushed at: over 1 year ago - Stars: 561 - Forks: 42

chsiang426/ML-2021-notes

台大 NTU 李宏毅老師 2021 年機器學習課程筆記

Size: 89.7 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 412 - Forks: 40

NICALab/SUPPORT

Accurate denoising of voltage imaging data through statistically unbiased prediction, Nature Methods.

Language: Python - Size: 46.6 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 83 - Forks: 18

HKUDS/MMSSL

[WWW'2023] "MMSSL: Multi-Modal Self-Supervised Learning for Recommendation"

Language: Python - Size: 4.9 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 201 - Forks: 25

MLI-lab/DeepDeWedge

Self-supervised deep learning for denoising and missing wedge reconstruction of cryo-ET tomograms

Language: Jupyter Notebook - Size: 8.66 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 39 - Forks: 11

yueliu1999/Awesome-Deep-Graph-Clustering

Awesome Deep Graph Clustering is a collection of SOTA, novel deep graph clustering methods (papers, codes, and datasets).

Language: Python - Size: 1.01 MB - Last synced at: 13 days ago - Pushed at: 2 months ago - Stars: 924 - Forks: 150

visresearch/aps

The official implementation of "Asymmetric Patch Sampling for Contrastive Learning"

Language: Python - Size: 1.03 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 53 - Forks: 3

salute-developers/GigaAM

Foundational Model for Speech Recognition Tasks

Language: Python - Size: 1.51 MB - Last synced at: 17 days ago - Pushed at: about 1 month ago - Stars: 226 - Forks: 31

ajitrajasekharan/unsupervised_NER

Self-supervised NER prototype - updated version (69 entity types - 17 broad entity groups). Uses pretrained BERT models with no fine tuning. State-of-art performance on 3 biomedical datasets

Language: Python - Size: 4.36 MB - Last synced at: 13 days ago - Pushed at: almost 3 years ago - Stars: 77 - Forks: 19

yuyangw/Denoise-Pretrain-ML-Potential

Implementation of "Denoise Pretraining on Non-equilibrium Molecular Conformations for Accurate and Transferable Neural Potentials" in PyTorch.

Language: Python - Size: 31.8 MB - Last synced at: 7 days ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

SMSD75/MoSiC

This repo contains the official implementation of ICCV 2025 paper "MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning

Language: Python - Size: 1.12 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 8 - Forks: 1

GuanRunwei/Awesome-Vision-Transformer-Collection

Variants of Vision Transformer and its downstream tasks

Size: 59.6 KB - Last synced at: 11 days ago - Pushed at: almost 3 years ago - Stars: 241 - Forks: 30

HKUDS/SSLRec

[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

Language: Python - Size: 103 MB - Last synced at: 11 days ago - Pushed at: 4 months ago - Stars: 522 - Forks: 73

HKUDS/Awesome-SSLRec-Papers

A Comprehensive Survey of Self-Supervised Learning for Recommendation

Size: 2.8 MB - Last synced at: 11 days ago - Pushed at: 11 months ago - Stars: 118 - Forks: 6

HKUDS/DSL

[IJCAI'2023] "DSL: Denoised Self-Augmented Learning for Social Recommendation"

Language: Python - Size: 128 MB - Last synced at: 11 days ago - Pushed at: 12 months ago - Stars: 28 - Forks: 3

ys-zong/awesome-self-supervised-multimodal-learning

[T-PAMI] A curated list of self-supervised multimodal learning resources.

Size: 5.32 MB - Last synced at: 2 days ago - Pushed at: 11 months ago - Stars: 261 - Forks: 8

Optimization-AI/LibAUC

LibAUC: A Deep Learning Library for X-Risk Optimization

Language: Python - Size: 1.64 MB - Last synced at: 4 days ago - Pushed at: 10 months ago - Stars: 305 - Forks: 38

HKUDS/MAERec

[SIGIR'2023] "MAERec: Graph Masked Autoencoder for Sequential Recommendation"

Language: Python - Size: 80.3 MB - Last synced at: 11 days ago - Pushed at: about 2 years ago - Stars: 61 - Forks: 5

OxWearables/actinet

An activity classification model based on self-supervised learning for wrist-worn accelerometer data.

Language: Python - Size: 1.87 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 4 - Forks: 2

lucidrains/byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

Language: Python - Size: 72.3 KB - Last synced at: 16 days ago - Pushed at: 12 months ago - Stars: 1,828 - Forks: 250

cwx-worst-one/EAT

[IJCAI 2024] EAT: Self-Supervised Pre-Training with Efficient Audio Transformer

Language: Python - Size: 6.51 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 162 - Forks: 8

OxWearables/stepcount

Improved Step Counting via Foundation Models for Wrist-Worn Accelerometers

Language: Jupyter Notebook - Size: 26.8 MB - Last synced at: 12 days ago - Pushed at: about 2 months ago - Stars: 39 - Forks: 15

kieran514/robustdepth

[ICCV'23] Self-supervised Monocular Depth Estimation: Let’s Talk About The Weather

Language: Python - Size: 22.7 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 101 - Forks: 10

chengtan9907/Co-learning

The official implementation of the ACM MM'21 paper Co-learning: Learning from noisy labels with self-supervision.

Language: Python - Size: 104 KB - Last synced at: 5 days ago - Pushed at: about 3 years ago - Stars: 122 - Forks: 11

Westlake-AI/Awesome-Mixup

[Survey] Awesome List of Mixup Augmentation and Beyond (https://arxiv.org/abs/2409.05202)

Size: 848 KB - Last synced at: 5 days ago - Pushed at: 9 months ago - Stars: 150 - Forks: 11

amasuba/BioViT3R

Automated biomass estimation using self-supervised vision transformers

Language: Python - Size: 76.2 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

DeepWave-KAUST/MSMHA_Denoising-pub

Official reproducible material for Self-supervised multi-stage deep learning network for seismic data denoising

Language: Shell - Size: 6.51 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

Lupin1998/Awesome-MIM

[Survey] Masked Modeling for Self-supervised Representation Learning on Vision and Beyond (https://arxiv.org/abs/2401.00897)

Language: Python - Size: 6.7 MB - Last synced at: 5 days ago - Pushed at: 3 months ago - Stars: 336 - Forks: 17

dynamical-inference/dcl

Official reference implementation of dynamics contrastive learning (DCL).

Language: Python - Size: 4.3 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 17 - Forks: 1

HKUDS/KGRec

[KDD'2023] "KGRec: Knowledge Graph Self-Supervised Rationalization for Recommendation"

Language: Python - Size: 27.8 MB - Last synced at: 11 days ago - Pushed at: about 1 year ago - Stars: 78 - Forks: 5

pantor/speedfolding

Learning Efficient Bimanual Folding of Garments

Language: Python - Size: 45.7 MB - Last synced at: 17 days ago - Pushed at: over 1 year ago - Stars: 58 - Forks: 6

jason-lequyer/RefineOT

Language: Python - Size: 440 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 8 - Forks: 0

MSD-IRIMAS/TRILITE

Self-supervised learning to boost time series classification models using a triplet loss mechanism.

Language: Python - Size: 504 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 6 - Forks: 0

MSD-IRIMAS/DomainFoundationModelsTSC

Domain Foundation Models for Time Series Classification

Language: Python - Size: 703 KB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 8 - Forks: 0

open-mmlab/mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

Language: Python - Size: 3.39 MB - Last synced at: 18 days ago - Pushed at: about 2 years ago - Stars: 3,268 - Forks: 438

slowfastai/SSL-RL-Papers

A curated collection of papers combining Self-Supervised Learning (SSL) with Reinforcement Learning (RL) in the context of Large Language Models (LLMs), toward autonomous agents in the Era of Experience. Inspired by “Welcome to the Era of Experience” (Silver & Sutton, 2025).

Size: 5.86 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

MrGiovanni/ModelsGenesis

[MICCAI 2019 Young Scientist Award] [MEDIA 2020 Best Paper Award] Models Genesis

Language: Jupyter Notebook - Size: 22 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 767 - Forks: 145

som-shahlab/femr

FEMR (Framework for Electronic Medical Records) provides tooling for large-scale, self-supervised learning using electronic health records

Language: Python - Size: 41.3 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 144 - Forks: 26