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self-supervised-learning

Here are 1,228 public repositories matching this topic...

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!

Updated Jun 1, 2024
Python

DmitryRyumin / CVPR-2023-24-Papers

CVPR 2023-2024 Papers: Dive into advanced research presented at the leading computer vision conference. Keep up to date with the latest developments in computer vision and deep learning. Code included. ⭐ support visual intelligence development!

Updated Jun 1, 2024
Python

Vaczzy / OpenRSSSL

Open-source Remote Sensing Self-Supervised Learning Project

self-supervised-learning remote-sensing-image-understanding

Updated May 31, 2024
Python

EnnengYang / Awesome-Forgetting-in-Deep-Learning

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

machine-learning reinforcement-learning deep-learning generative-model domain-adaptation meta-learning overfitting machine-unlearning federated-learning continual-learning catastrophic-forgetting self-supervised-learning model-inversion-attacks forgetting membership-inference-attacks coreset-selection data-free-knolwedge-distillation property-inference-attacks model-attacks beneficial-forgetting

Updated May 31, 2024

openvinotoolkit / training_extensions

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

machine-learning computer-vision deep-learning pytorch semi-supervised-learning image-classification object-detection transfer-learning image-segmentation quantization action-recognition automl incremental-learning anomaly-detection hyper-parameter-optimization self-supervised-learning openvino neural-networks-compression datumaro

Updated May 31, 2024
Python

chengtan9907 / OpenSTL

OpenSTL: A Comprehensive Benchmark of Spatio-Temporal Predictive Learning

benchmark computer-vision deep-learning pytorch artificial-intelligence transformer awesome-list mlp weather-forecast attention-mechanism awesome-lists predictive-learning self-supervised-learning video-prediction

Updated May 31, 2024
Python

arnab39 / reptrix

Library that provides metrics to assess representation quality

deep-learning metrics representation-learning self-supervised-learning

Updated Jun 1, 2024
Jupyter Notebook

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

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

deep-learning autonomous-driving self-supervised-learning world-models

Updated May 31, 2024

salute-developers / GigaAM

Foundational Model for Speech Recognition Tasks

speech-recognition emotion-recognition self-supervised-learning foundation-models

Updated May 30, 2024

Minerva

discovery-unicamp / Minerva

Minerva is a framework for training machine learning models for researchers.

machine-learning hyperparameter-optimization reasearch self-supervised-learning

Updated May 30, 2024
Python

PaddlePaddle / PaddleScience

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

machine-learning deep-learning supervised-learning paddlepaddle self-supervised-learning ai4science

Updated Jun 1, 2024
Python

jgraving / selfsne

Self-Supervised Noise Embeddings (Self-SNE)

machine-learning deep-learning clustering dimensionality-reduction embedding-models self-supervised-learning contrastive-learning

Updated May 30, 2024
Jupyter Notebook

o-ikne / skelmae-shrec24

[SHREC24] Skeleton-based Self-Supervised Learning For Dynamic Hand Gesture Recognition

mae self-supervised-learning stgcn handgesture-recognition shrec24

Updated May 30, 2024
Python

Digital-Dermatology / SelfClean

🧼🔎 A holistic self-supervised data cleaning strategy to detect irrelevant samples, near duplicates and label errors.

machine-learning deep-learning data-cleaning data-curation self-supervised-learning data-centric-ai

Updated May 30, 2024
Python

Malitha123 / awesome-video-self-supervised-learning

A curated list of awesome self-supervised learning methods in videos

machine-learning video computer-vision deep-learning artificial-intelligence awesome-list video-analysis self-supervised-learning

Updated May 30, 2024

dipy / dipy

DIPY is the paragon 3D/4D+ 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.

Updated May 29, 2024
Python

chadHGY / CAM

Learning Cortical Anomaly through Masked Encoding for Unsupervised Heterogeneity Mapping.

deep-learning neuroscience unsupervised-learning surface anomaly-detection 3d-mesh self-supervised-learning masked-image-modeling

Updated May 29, 2024

lightly-ai / lightly

A python library for self-supervised learning on images.

machine-learning computer-vision deep-learning pytorch embeddings self-supervised-learning contrastive-learning

Updated May 31, 2024
Python

russellllaputa / MIRL

[NeurIPS 2023] Masked Image Residual Learning for Scaling Deeper Vision Transformers

self-supervised-learning masked-image-modeling deeper-network masked-image-residual-learning

Updated May 29, 2024
Python

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.

Updated Jun 1, 2024
Python

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