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11/08/2021
SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning
Teaching machines to recognize a new category based on few training samp...
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09/14/2020
CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions
In the last few years, we have witnessed a renewed and fast-growing inte...
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07/17/2020
Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation
Scene graph aims to faithfully reveal humans' perception of image conten...
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03/31/2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text
Answering questions that require reading texts in an image is challengin...
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11/04/2019
Deep Heterogeneous Hashing for Face Video Retrieval
Retrieving videos of a particular person with face image as a query via ...
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10/11/2019
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval
Image-text retrieval of natural scenes has been a popular research topic...
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08/16/2019
Transferable Contrastive Network for Generalized Zero-Shot Learning
Zero-shot learning (ZSL) is a challenging problem that aims to recognize...
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08/08/2019
From Two Graphs to N Questions: A VQA Dataset for Compositional Reasoning on Vision and Commonsense
Visual Question Answering (VQA) is a challenging task for evaluating the...
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02/19/2019
WIDER Face and Pedestrian Challenge 2018: Methods and Results
This paper presents a review of the 2018 WIDER Challenge on Face and Ped...
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07/24/2018
Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition
Zero-shot learning (ZSL) aims to recognize objects of novel classes with...
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06/30/2018
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships
Context is important for accurate visual recognition. In this work we pr...
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08/17/2016
Geometry-aware Similarity Learning on SPD Manifolds for Visual Recognition
Symmetric Positive Definite (SPD) matrices have been widely used for dat...
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08/15/2016
