self-supervised topic

List self-supervised repositories

exploration-by-disagreement

121
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22
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[ICML 2019] TensorFlow Code for Self-Supervised Exploration via Disagreement

SelfSup

59
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9
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Collections of self-supervised methods, based on cvpods.

Pretext-Invariant-Representations

88
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15
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Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations

game-feature-learning

66
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16
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Code for paper "Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery", Ren et al., CVPR'18

tracking_via_colorizing

60
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12
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Tensorflow implementation of CNN described in https://arxiv.org/abs/1806.09594

EPCDepth

127
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18
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[ICCV 2021] Excavating the Potential Capacity of Self-Supervised Monocular Depth Estimation

DIFFNet

109
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21
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[BMVC 2021] ''Self-Supervised Monocular Depth Estimation with Internal Feature Fusion''

IDR

111
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15
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Self-Supervised Image Denoising via Iterative Data Refinement (CVPR2022)

speckle2void

51
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14
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Speckle2Void: Deep Self-Supervised SAR Despeckling with Blind-Spot Convolutional Neural Networks