Computer Vision – ECCV 2022

Table of Contents

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   Book Overview
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   Chapter 1 Interpretable Open-Set Domain Adaptation via Angular Margin Separation
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   Chapter 3 Prototypical Contrast Adaptation for Domain Adaptive Semantic Segmentation
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   Chapter 4 RBC: Rectifying the Biased Context in Continual Semantic Segmentation
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   Chapter 5 Factorizing Knowledge in Neural Networks
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   Chapter 6 Contrastive Vicinal Space for Unsupervised Domain Adaptation
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   Chapter 7 Cross-Modal Knowledge Transfer Without Task-Relevant Source Data
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   Chapter 8 Online Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions
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   Chapter 9 Source-Free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition
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    Chapter 10 BMD: A General Class-Balanced Multicentric Dynamic Prototype Strategy for Source-Free Domain Adaptation
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    Chapter 11 Generalized Brain Image Synthesis with Transferable Convolutional Sparse Coding Networks
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    Chapter 12 Incomplete Multi-view Domain Adaptation via Channel Enhancement and Knowledge Transfer
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    Chapter 13 DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization
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    Chapter 14 ML-BPM: Multi-teacher Learning with Bidirectional Photometric Mixing for Open Compound Domain Adaptation in Semantic Segmentation
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    Chapter 15 PACTran: PAC-Bayesian Metrics for Estimating the Transferability of Pretrained Models to Classification Tasks
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    Chapter 16 Personalized Education: Blind Knowledge Distillation
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    Chapter 17 Not All Models Are Equal: Predicting Model Transferability in a Self-challenging Fisher Space
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    Chapter 18 How Stable Are Transferability Metrics Evaluations?
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    Chapter 19 Attention Diversification for Domain Generalization
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    Chapter 21 An Efficient Spatio-Temporal Pyramid Transformer for Action Detection
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    Chapter 22 Human Trajectory Prediction via Neural Social Physics
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    Chapter 23 Towards Open Set Video Anomaly Detection
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    Chapter 24 EclipSE : Efficient Long-Range Video Retrieval Using Sight and Sound
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    Chapter 25 Joint-Modal Label Denoising for Weakly-Supervised Audio-Visual Video Parsing
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    Chapter 26 Less Than Few: Self-shot Video Instance Segmentation
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    Chapter 27 Adaptive Face Forgery Detection in Cross Domain
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    Chapter 28 Real-Time Online Video Detection with Temporal Smoothing Transformers
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    Chapter 29 Tall Former: Temporal Action Localization with a Long-Memory Transformer
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    Chapter 31 TL;DW? Summarizing Instructional Videos with Task Relevance and Cross-Modal Saliency
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    Chapter 32 Rethinking Learning Approaches for Long-Term Action Anticipation
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    Chapter 33 DualFormer: Local-Global Stratified Transformer for Efficient Video Recognition
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    Chapter 34 Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation
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    Chapter 35 PAC-Net: Highlight Your Video via History Preference Modeling
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    Chapter 36 How Severe Is Benchmark-Sensitivity in Video Self-supervised Learning?
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    Chapter 37 A Sliding Window Scheme for Online Temporal Action Localization
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    Chapter 38 ERA: Expert Retrieval and Assembly for Early Action Prediction
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    Chapter 39 Dual Perspective Network for Audio-Visual Event Localization
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    Chapter 40 NSNet: Non-saliency Suppression Sampler for Efficient Video Recognition
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    Chapter 41 Video Activity Localisation with Uncertainties in Temporal Boundary
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    Chapter 42 Temporal Saliency Query Network for Efficient Video Recognition