awesome-contrastive-self-supervised-learningA comprehensive list of awesome contrastive self-supervised learning papers.
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Mutual labels: transfer-learning, unsupervised-learning, self-supervised-learning
TCEThis repository contains the code implementation used in the paper Temporally Coherent Embeddings for Self-Supervised Video Representation Learning (TCE).
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Mutual labels: action-recognition, hmdb51, self-supervised-learning
TA3N[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
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Mutual labels: transfer-learning, unsupervised-learning, action-recognition
TransferlearningTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
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Mutual labels: transfer-learning, unsupervised-learning, self-supervised-learning
Revisiting-Contrastive-SSLRevisiting Contrastive Methods for Unsupervised Learning of Visual Representations. [NeurIPS 2021]
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Mutual labels: transfer-learning, unsupervised-learning, self-supervised-learning
conv3d-video-action-recognitionMy experimentation around action recognition in videos. Contains Keras implementation for C3D network based on original paper "Learning Spatiotemporal Features with 3D Convolutional Networks", Tran et al. and it includes video processing pipelines coded using mPyPl package. Model is being benchmarked on popular UCF101 dataset and achieves result…
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Mutual labels: action-recognition, c3d, ucf101
ViCC[WACV'22] Code repository for the paper "Self-supervised Video Representation Learning with Cross-Stream Prototypical Contrasting", https://arxiv.org/abs/2106.10137.
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Mutual labels: unsupervised-learning, action-recognition, self-supervised-learning
SfmlearnerAn unsupervised learning framework for depth and ego-motion estimation from monocular videos
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Mutual labels: unsupervised-learning, self-supervised-learning
Hidden Two StreamCaffe implementation for "Hidden Two-Stream Convolutional Networks for Action Recognition"
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Mutual labels: unsupervised-learning, action-recognition
SHOT-pluscode for our TPAMI 2021 paper "Source Data-absent Unsupervised Domain Adaptation through Hypothesis Transfer and Labeling Transfer"
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Mutual labels: transfer-learning, self-supervised-learning
SimclrSimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners
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Mutual labels: unsupervised-learning, self-supervised-learning
adareg-monodispnetRepository for Bilateral Cyclic Constraint and Adaptive Regularization for Unsupervised Monocular Depth Prediction (CVPR2019)
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Mutual labels: unsupervised-learning, self-supervised-learning
learning-topology-synthetic-dataTensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
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Mutual labels: unsupervised-learning, self-supervised-learning
KD3AHere is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
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Mutual labels: transfer-learning, unsupervised-learning
SIGIR2021 ConureOne Person, One Model, One World: Learning Continual User Representation without Forgetting
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Mutual labels: transfer-learning, self-supervised-learning
He4o和（he for objective-c） —— “信息熵减机系统”
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Mutual labels: transfer-learning, unsupervised-learning
Video ClassificationTutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
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Mutual labels: transfer-learning, action-recognition
Awesome Transfer LearningBest transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)
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Mutual labels: transfer-learning, unsupervised-learning
PICParametric Instance Classification for Unsupervised Visual Feature Learning, NeurIPS 2020
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Mutual labels: unsupervised-learning, self-supervised-learning
