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12/15/2021
Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification
Real-world data often follows a long-tailed distribution, which makes th...
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07/02/2021
MMF: Multi-Task Multi-Structure Fusion for Hierarchical Image Classification
Hierarchical classification is significant for complex tasks by providin...
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02/01/2021
Rescuing Deep Hashing from Dead Bits Problem
Deep hashing methods have shown great retrieval accuracy and efficiency ...
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08/06/2020
Exploring Relations in Untrimmed Videos for Self-Supervised Learning
Existing video self-supervised learning methods mainly rely on trimmed v...
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07/13/2020
Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification
Deep neural networks are highly effective when a large number of labeled...
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05/22/2020