Computer Vision – ECCV 2020

Table of Contents

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   Book Overview
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   Chapter 1 Representative-Discriminative Learning for Open-Set Land Cover Classification of Satellite Imagery
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   Chapter 2 Structure-Aware Human-Action Generation
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   Chapter 3 Towards Efficient Coarse-to-Fine Networks for Action and Gesture Recognition
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   Chapter 4 $$S^3$$ S 3 Net: Semantic-Aware Self-supervised Depth Estimation with Monocular Videos and Synthetic Data
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   Chapter 5 Leveraging Seen and Unseen Semantic Relationships for Generative Zero-Shot Learning
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   Chapter 6 Weight Excitation: Built-in Attention Mechanisms in Convolutional Neural Networks
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   Chapter 7 UNITER: UNiversal Image-TExt Representation Learning
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   Chapter 8 Oscar : Object-Semantics Aligned Pre-training for Vision-Language Tasks
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    Chapter 9 Improving Face Recognition from Hard Samples via Distribution Distillation Loss
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    Chapter 10 Extract and Merge: Superpixel Segmentation with Regional Attributes
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    Chapter 11 Spatial-Adaptive Network for Single Image Denoising
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    Chapter 12 Physics-Based Feature Dehazing Networks
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    Chapter 13 Learning Surrogates via Deep Embedding
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    Chapter 14 An Asymmetric Modeling for Action Assessment
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    Chapter 15 High-Quality Single-Model Deep Video Compression with Frame-Conv3D and Multi-frame Differential Modulation
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    Chapter 16 Instance-Aware Embedding for Point Cloud Instance Segmentation
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    Chapter 17 Self-Paced Deep Regression Forests with Consideration on Underrepresented Examples
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    Chapter 18 Manifold Projection for Adversarial Defense on Face Recognition
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    Chapter 19 Weakly Supervised Learning with Side Information for Noisy Labeled Images
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    Chapter 20 Not only Look, But Also Listen: Learning Multimodal Violence Detection Under Weak Supervision
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    Chapter 21 SNE-RoadSeg: Incorporating Surface Normal Information into Semantic Segmentation for Accurate Freespace Detection
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    Chapter 22 Modeling the Space of Point Landmark Constrained Diffeomorphisms
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    Chapter 23 PieNet: Personalized Image Enhancement Network
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    Chapter 24 Rotational Outlier Identification in Pose Graphs using Dual Decomposition
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    Chapter 25 Speech-Driven Facial Animation Using Cascaded GANs for Learning of Motion and Texture
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    Chapter 26 Solving Phase Retrieval with a Learned Reference
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    Chapter 27 Dual Grid Net: Hand Mesh Vertex Regression from Single Depth Maps