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Search results for pytorch self supervised learning
pytorch
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self-supervised-learning
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157 search results found
Grmc
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19
"Learning a Geometric Representation for Depth Estimation via Gradient Field and Contrastive Loss" (ICRA 2021)
Ssgan La
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19
[NeurIPS 2021] Self-Supervised GANs with Label Augmentation
Adaptive Soft Contrastive Learning_icpr2022
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18
ASCL: adpative Soft Contrastive Learning (ICPR2022)
Unisiam
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17
[ECCV2022] PyTorch re-implementation of Self-Supervision Can Be a Good Few-Shot Learner
Im4mec
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17
Code for the im4MEC model described in the paper 'Interpretable deep learning model to predict the molecular classification of endometrial cancer from haematoxylin and eosin-stained whole-slide images: a combined analysis of the PORTEC randomised trials and clinical cohorts'.
Cuts
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17
CUTS: A Framework for Multigranular Unsupervised Medical Image Segmentation
Openssl Simcore
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16
(CVPR 2023) Coreset Sampling from Open-Set for Fine-Grained Self-Supervised Learning
Self Supervised Learning By Context Prediction
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16
Implementation of "Unsupervised Visual Representation Learning by Context Prediction" by C. Doersh, A. Gupta and A. A. Efros
Simsiam Cifar10
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16
Code to train the SimSiam model on cifar10 using PyTorch
Unimask
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15
Codebase for "Uni[MASK]: Unified Inference in Sequential Decision Problems"
Lightning Ssl
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15
Self-Supervised methods implemented with PyTorch Lightning
Jepa
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14
Experiments in Joint Embedding Predictive Architectures (JEPAs).
Simsiam
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14
Pytorch implementation of Exploring Simple Siamese Representation Learning
Mfm
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14
[ICLR 2023] Masked Frequency Modeling for Self-Supervised Visual Pre-Training
Lighter
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14
Lighter is a PyTorch/Pytorch Lightning framework for streamlining deep learning experiments though configuration files.
Vipformer
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13
[ICRA 2023] ViPFormer: Efficient Vision-and-Pointcloud Transformer for Unsupervised Pointcloud Understanding. https://arxiv.org/abs/2303.14376
Transpolymer
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13
Implementation of "TransPolymer: a Transformer-based language model for polymer property predictions" in PyTorch
Densecl
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12
DenseCL + regionCL-D
Data2vec Vision
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12
PyTorch implementation of Data2Vec self-supervised approach for vision use cases.
Stress
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12
Implementation of 'Stress: Super-Resolution for Dynamic Fetal MRI using Self-Supervised Learning'
Video_similarity_search
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11
SLIC: Self-Supervised Learning with Iterative Clustering for Human Action Videos [CVPR 2022]
Vision
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11
Clean, reproducible, boilerplate-free deep learning project template.
Tclr
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11
Official code repo for TCLR: Temporal Contrastive Learning for Video Representation [CVIU-2022]
Contrastive2021
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11
Implementation for paper "Towards the Generalization of Contrastive Self-Supervised Learning" (https://arxiv.org/abs/2111.00743)
Eat
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11
Code and models for "EAT: Self-Supervised Pre-Training with Efficient Audio Transformer"
A2mim
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11
[ICML 2023] Architecture-Agnostic Masked Image Modeling -- From ViT back to CNN
Simmim Pytorch
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10
PyTorch implementation of SimMIM
Optdom
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10
[ICLR'22] Self-supervised learning optimally robust representations for domain shift.
Self Supervised Learning
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10
Tensorflow and PyTorch Implementations of various Self Supervised Learning methods
Us3l Cvpr2023
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10
PyTorch implementation of US3L (Accepted to CVPR2023)
Cw Rgp
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9
An official implementation of CW-RGP.
Morton Net
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9
PyTorch implementation to train MortonNet and use it to compute point features. MortonNet is trained in a self-supervised fashion, and the features can be used for general tasks like part or semantic segmentation of point clouds.
Simsiam Pytorch
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9
PyTorch implementation of SimSiam
Cl Baselines
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8
This is a Pytorch implementation of contrastive Learning(CL) baselines.
Explainable Models With Consistent Interpretations
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8
Official repository for the AAAI-21 paper 'Explainable Models with Consistent Interpretations'
Noncontrastive Ssl
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8
Analyzing partial dimensional collapse in non-contrastive self-supervised learning. "Understanding Collapse in Non-Contrastive Siamese Representation Learning." In ECCV, 2022.
Ssl Risk Decomposition
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8
Benchmark and analysis of 165 pretrained SSL models. Code for "Evaluating Self-Supervised Learning via Risk Decomposition".
Self Supervised Monocular Trained Depth Estimation Using Self Attention And Discrete Disparity Volum
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7
Reproduction of the CVPR 2020 paper - Self-supervised monocular trained depth estimation using self-attention and discrete disparity volume
Ppg Analysis
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7
Using self-supervised learning to extract features from PPG signals
Social Ssl
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7
[ECCV 2022 Oral] Official Implementation of "Social-SSL: Self-Supervised Cross-Sequence Representation Learning Based on Transformers for Multi-Agent Trajectory Prediction"
Denoise Pretrain Ml Potential
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7
Implementation of "Denoise Pretraining on Non-equilibrium Molecular Conformations for Accurate and Transferable Neural Potentials" in PyTorch.
Curla
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7
CURLA: CURL x CARLA -- Robust end-to-end Autonomous Driving by combining Contrastive Learning and Reinforcement Learning
Can
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6
PyTorch reimplementation of "A simple, efficient and scalable contrastive masked autoencoder for learning visual representations".
Exploratory_data_analysis_and_ml_projects
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6
Several datasets are manipulated, visualized, and analyzed with well-known ML Algorithms to make predictions, clustering, or classifications.
Thecoloroutofspace
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6
Pytorch code for the paper "The color out of space: learning self-supervised representations for Earth Observation imagery"
Cpc
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6
Pytorch implementation of the paper, "Representation Learning with Contrastive Predictive Coding", or CPC, https://arxiv.org/pdf/1807.03748.pdf
Understanding Negative Samples
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6
#NeurIPS2021 Codes for Understanding Negative Samples in Instance Discriminative Self-supervised Representation Learning
Imolclr
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6
Implementation of "Improving Molecular Contrastive Learning via Faulty Negative Mitigation and Decomposed Fragment Contrast".
Invariant Self Supervised Learning
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6
Pytorch code for "Improving Self-Supervised Learning by Characterizing Idealized Representations"
Fegan
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6
Self-Supervised Deep Learning for Fisheye Image Rectification (pytorch implementation).
Pirl_pytorch
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5
Implementation of Pre-text invariant representation learning algorithm in pytorch
Dino_mnist Pytorch
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5
Pytorch implementation of "Emerging Properties in Self-Supervised Vision Transformers" (a.k.a. DINO)
Adaframe Depth Completion
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5
PyTorch implementation of An Adaptive Framework for Learning Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
Simclr
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5
Pytorch implementation of the paper, "A Simple Framework for Contrastive Learning of Visual Representations", or SimCLR, https://arxiv.org/pdf/2002.05709.pdf
Csda
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5
Companion repository for the paper "Continual Self-supervised Domain Adaptation for End-to-end Speaker Diarization"
Ak_ssl
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5
A python library for self-supervised learning
Pytorch Image Models With Simclr
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5
Multi-label classification based on timm, and add SimCLR to timm.
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