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Pareto Self-Supervised Training for Few-Shot Learning
16 April 2021
Zhengyu Chen
Jixie Ge
Heshen Zhan
Siteng Huang
Donglin Wang
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Papers citing
"Pareto Self-Supervised Training for Few-Shot Learning"
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Siamese Transformer Networks for Few-shot Image Classification
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Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks
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Task-Oriented Channel Attention for Fine-Grained Few-Shot Classification
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Clustered-patch Element Connection for Few-shot Learning
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Supervised Masked Knowledge Distillation for Few-Shot Transformers
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SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning
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Deep Transfer Tensor Factorization for Multi-View Learning
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49
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RankDNN: Learning to Rank for Few-shot Learning
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102
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Rethinking the Metric in Few-shot Learning: From an Adaptive Multi-Distance Perspective
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Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition
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Self-Supervision Can Be a Good Few-Shot Learner
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Few-shot Fine-grained Image Classification via Multi-Frequency Neighborhood and Double-cross Modulation
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Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation
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Task Discrepancy Maximization for Fine-grained Few-Shot Classification
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Rethinking Generalization in Few-Shot Classification
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Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning
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MetaDT: Meta Decision Tree with Class Hierarchy for Interpretable Few-Shot Learning
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