Self-supervised learning for image segmentation in PyTorch
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Jul 9, 2024 - Python
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masked-image-modeling
Here are 45 public repositories matching this topic...
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
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Jun 13, 2024 - Python
Code for "Keypoint Aware Masked Image Modelling"
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Jul 22, 2024 - Jupyter Notebook
Self-Supervised Representation Learning of Semiconductor Wafer Maps using PyTorch
pytorch embeddings representation-learning image-retrieval semiconductor self-supervised-learning contrastive-learning masked-image-modeling
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Jun 12, 2023 - Jupyter Notebook
[TMI'24] "Masked Deformation Modeling for Volumetric Brain MRI Self-supervised Pre-training".
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Dec 5, 2024 - Python
A Custom implementation of the ELECTRA training method using PyTorch and HuggingFace Transformers
python nlp machine-learning machine-learning-algorithms nlp-machine-learning pretraining masked-image-modeling pretraining-bert
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Dec 2, 2024 - Python
code for "AdPE: Adversarial Positional Embeddings for Pretraining Vision Transformers via MAE+"
image-classification mae self-supervised-learning masked-autoencoder vision-transformer masked-image-modeling
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Mar 28, 2023 - Python
Custom groovy scripts for QuaPath
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Jan 22, 2024 - Groovy
Masked Autoencoder Pretraining on 3D Brain MRI
segmentation pretrained-models brain-mri self-supervised-learning masked-autoencoder masked-image-modeling
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Sep 9, 2024 - Python
Medical supervised masked autoencoders: Crafting a better masking strategy and efficient fine-tuning schedule for medical image classification
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Nov 19, 2024 - Python
[MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training
cnn medical-imaging transformer hybrid-model medical-image-segmentation self-supervised-learning masked-image-modeling
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Nov 17, 2024 - Python
Pytorch reimplementation of "A Unified View of Masked Image Modeling".
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Dec 10, 2022 - Python
[ECCV 2024] Official PyTorch implementation of LUT "Learning with Unmasked Tokens Drives Stronger Vision Learners"
imagenet representation-learning self-supervised-learning masked-autoencoder masked-image-modeling eccv2024
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Dec 1, 2024 - Python
[ECCV 2022] Official pytorch implementation of "mc-BEiT: Multi-choice Discretization for Image BERT Pre-training" in European Conference on Computer Vision (ECCV) 2022.
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Sep 13, 2022 - Python
Code to reproduce experiments from the paper "Continual Pre-Training Mitigates Forgetting in Language and Vision" https://arxiv.org/abs/2205.09357
sentiment-analysis transformers image-classification pretrained-models self-supervised lifelong-learning continual-learning forgetting senteval qnli masked-language-models masked-image-modeling
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Oct 23, 2023 - Jupyter Notebook
MambaMIM: Pre-training Mamba with State Space Token-interpolation
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Jan 13, 2025 - Python
[WACV'25] Official implementation of "PK-YOLO: Pretrained Knowledge Guided YOLO for Brain Tumor Detection in Multiplane MRI Slices".
deep-neural-networks yolo object-detection pretrained-models medical-image-computing medical-image-processing computer-vision-algorithms deep-learning-framework medical-image-analysis focal-loss sparse-convolution self-supervised-learning mri-brain multiplane-images lesion-detection pretraining masked-autoencoder detr masked-image-modeling br35h-brain-tumor-detection-2020
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Jan 28, 2025 - Python
Official codebase for "Unveiling the Power of Audio-Visual Early Fusion Transformers with Dense Interactions through Masked Modeling".
attention-mechanism multimodal-learning self-supervised-learning sound-source-localization transformer-architecture audio-visual-correspondence audio-visual-learning masked-autoencoder sound-source-separation masked-image-modeling
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Aug 2, 2024 - Python
Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping
machine-learning computer-vision deep-learning image-classification representation-learning data-augmentation self-supervised-learning contrastive-learning masked-image-modeling
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Oct 8, 2022 - Jupyter Notebook
[NIPS'23] Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"
computer-vision remote-sensing representation-learning self-supervised-learning masked-image-modeling
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Jan 15, 2024 - Python
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