Paper review

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Object Detection

• EfficientDet: Scalable and Efficient Object Detection [Paper] [Review]

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Face Recognition

• AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations [Paper] [Review]

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Image Retrieval

• Two-stage Discriminative Re-ranking for Large-scale Landmark Retrieval [Paper] [Review]

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DeepLearning Skill

• AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients [Paper] [Review]

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Self-Supervised Learning

• Self-supervised Pretraining of Visual Features in the Wild [Paper] [Review]

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Pose estimation

• Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose [Paper] [Review]

• Stacked Hourglass Networks for Human Pose Estimation [Paper] [Review]

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Article review

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Python

• Python Can Be Faster Than C++ [Review]

• 10 Advanced Python Concepts To Level Up Your Python Skills[Review]

ML

• Struggling with data imbalance? Semi-supervised & Self-supervised learning help! [Review]

• SimCLR [Review]