The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 2327, 2022.
The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.
Cross-Domain Ensemble Distillation for Domain Generalization.- Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels.- Hyperspherical Learning in Multi-Label Classification.- When Active Learning Meets Implicit Semantic Data Augmentation.- VL-LTR: Learning Class-Wise Visual-Linguistic Representation for Long-Tailed Visual Recognition.- Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-of-Distribution Generalization.- Hierarchical Semi-Supervised Contrastive Learning for ContaminationResistant Anomaly Detection.- Tracking by Associating Clips.- RealPatch: A Statistical Matching Framework for Model Patching with Real Samples.- Background-Insensitive Scene Text Recognition with Text Semantic Segmentation.- Semantic Novelty Detection via Relational Reasoning.- Improving Closed and Open-Vocabulary Attribute Prediction Using Transformers.- TrainingVision Transformers with Only 2040 Images.- Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Objló=
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