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Sik-Ho Tang | Brief Review -- Distilling Visual Priors from Self-Supervised Learning.
#143
NorbertZheng
closed
10 months ago
7
Sik-Ho Tang | Review -- MoCo v2: Improved Baselines with Momentum Contrastive Learning.
#142
NorbertZheng
closed
10 months ago
9
Sik-Ho Tang | Review -- MoCo: Momentum Contrast for Unsupervised Visual Representation Learning.
#141
NorbertZheng
closed
10 months ago
18
Sik-Ho Tang | Review -- MoCo v3: An Empirical Study of Training Self-Supervised Vision Transformers.
#140
NorbertZheng
opened
11 months ago
5
Sik-Ho Tang | Review -- BEiT V2: Masked Image Modeling with Vector-Quantized Visual Tokenizers.
#139
NorbertZheng
closed
11 months ago
14
Sik-Ho Tang | Review -- CaiT: Going Deeper with Image Transformers.
#138
NorbertZheng
closed
11 months ago
9
Sik-Ho Tang | Review -- BEiT: BERT Pre-Training of Image Transformers.
#137
NorbertZheng
closed
11 months ago
16
Sik-Ho Tang | Brief Review -- Self-Supervised Feature Learning by Learning to Spot Artifacts.
#136
NorbertZheng
opened
1 year ago
2
Sik-Ho Tang | Review -- DETR: End-to-End Object Detection with Transformers.
#135
NorbertZheng
opened
1 year ago
1
Sik-Ho Tang | Review -- Unsupervised Feature Learning via Non-Parametric Instance Discrimination.
#134
NorbertZheng
opened
1 year ago
11
Sik-Ho Tang | Review: Representation Learning with Contrastive Predictive Coding (CPC/CPCv1).
#133
NorbertZheng
closed
1 year ago
12
Sik-Ho Tang | Review -- DeepCluster: Deep Clustering for Unsupervised Learning of Visual Features.
#132
NorbertZheng
closed
1 year ago
15
Sik-Ho Tang | Review -- RotNet: Unsupervised Representation Learning by Predicting Image Rotations.
#131
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Brief Review -- Representation Learning by Learning to Count.
#130
NorbertZheng
closed
1 year ago
8
Sik-Ho Tang | Brief Review -- Self-Supervised Learning of Visual Features Through Embedding Images into Text Topic Spaces.
#129
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Review -- Multi-task Self-Supervised Visual Learning.
#128
NorbertZheng
closed
1 year ago
20
Sik-Ho Tang | Review -- Motion Masks: Learning Features by Watching Objects Move.
#127
NorbertZheng
closed
1 year ago
18
Sik-Ho Tang | Review -- Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction.
#126
NorbertZheng
closed
1 year ago
11
Sik-Ho Tang | Review -- Look, Listen and Learn (Self-Supervised Learning).
#125
NorbertZheng
closed
1 year ago
16
Sik-Ho Tang | Review -- Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles.
#124
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Review -- Colorful Image Colorization (Self-Supervised Learning).
#123
NorbertZheng
closed
1 year ago
19
Sik-Ho Tang | Review -- Context Encoders: Feature Learning by Inpainting.
#122
NorbertZheng
closed
1 year ago
19
Sik-Ho Tang | Review -- Unsupervised Learning of Visual Representations using Videos.
#121
NorbertZheng
closed
1 year ago
17
Sik-Ho Tang | Review -- Unsupervised Visual Representation Learning by Context Prediction (Self-Supervised).
#120
NorbertZheng
closed
1 year ago
14
Sik-Ho Tang | Review -- Exemplar-CNN: Discriminative Unsupervised Feature Learning with Convolutional Neural Networks (Self-Supervised Learning).
#119
NorbertZheng
closed
1 year ago
16
Sik-Ho Tang | Review -- Stacked Denoising Autoencoders (Self-Supervised Learning).
#118
NorbertZheng
closed
1 year ago
7
Sik-Ho Tang | Review -- Learning classification with Unlabeled Data.
#117
NorbertZheng
closed
1 year ago
6
Sik-Ho Tang | Reading: Cutout -- Improved Regularization of Convolutional Neural Networks (Image Classification).
#116
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Review: Shake-Shake Regularization (Image Classification).
#115
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Review: MobileNetV1 -- Depthwise Separable Convolution (Light Weight Model).
#114
NorbertZheng
closed
1 year ago
8
Sik-Ho Tang | Review: Xception -- With Depthwise Separable Convolution, Better Than Inception-v3 (Image Classification).
#113
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Review: Inception-v4 -- Evolved From GoogLeNet, Merged with ResNet Idea (Image Classification).
#112
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Brief Review -- Residual Networks Behave Like Ensembles of Relatively Shallow Networks.
#111
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Brief Review -- Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).
#110
NorbertZheng
closed
1 year ago
8
Sik-Ho Tang | Review -- Weight Normalization: A Simple Reparameterization to Accelerate Training of Deep Neural Networks.
#109
NorbertZheng
closed
1 year ago
6
Sik-Ho Tang | Review: Layer Normalization (LN).
#108
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Review -- Gaussian Error Linear Units (GELUs).
#107
NorbertZheng
closed
1 year ago
7
Sik-Ho Tang | Review: Trimps-Soushen -- Winner in ILSVRC 2016 (Image Classification).
#106
NorbertZheng
closed
1 year ago
17
Sik-Ho Tang | Review: WRNs -- Wide Residual Networks (Image Classification).
#105
NorbertZheng
closed
1 year ago
12
Sik-Ho Tang | Review: Stochastic Depth (Image Classification).
#104
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Review: RiR -- ResNet in ResNet (Image Classification).
#103
NorbertZheng
closed
1 year ago
6
Sik-Ho Tang | Review: Pre-Activation ResNet with Identity Mapping -- Over 1000 Layers Reached (Image Classification).
#102
NorbertZheng
closed
1 year ago
10
Sik-Ho Tang | Review: ResNet -- Winner of ILSVRC 2015 (Image Classification, Localization, Detection).
#101
NorbertZheng
closed
1 year ago
12
Sik-Ho Tang | Review: Inception-v3 -- 1st Runner Up (Image Classification) in ILSVRC 2015.
#100
NorbertZheng
closed
1 year ago
13
Sik-Ho Tang | Review: SqueezeNet (Image Classification).
#99
NorbertZheng
closed
1 year ago
8
Sik-Ho Tang | Brief Review -- RCNN: Recurrent Convolutional Neural Network for Object Recognition.
#98
NorbertZheng
closed
1 year ago
5
Sik-Ho Tang | Review -- Striving for Simplicity: The All Convolutional Net.
#97
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Review: Batch Normalization (Inception-v2 / BN-Inception) -- The 2nd to Surpass Human-Level Performance in ILSVRC 2015 (Image Classification).
#96
NorbertZheng
closed
1 year ago
8
Sik-Ho Tang | Review: GoogLeNet (Inception v1) -- Winner of ILSVRC 2014 (Image Classification).
#95
NorbertZheng
closed
1 year ago
9
Sik-Ho Tang | Review: Deep Image -- A Big Data Solution for Image Recognition in ILSVRC 2015.
#94
NorbertZheng
closed
1 year ago
6
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