conftrace_

few-shot classification

90 papers

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Also known as

FSC

Co-occurring keywords

few-shot learning (3398) representation learning (6206) metric learning (1190) image classification (1944) transfer learning (5449) domain adaptation (4595) vision-language model (2348) data augmentation (3052) knowledge distillation (3725) zero-shot learning (3650)

Papers

Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021
Self-supervised Network Evolution for Few-shot Classification IJCAI 2021
GP-Tree: A Gaussian Process Classifier for Few-Shot Incremental Learning ICML 2021
On the Importance of Distractors for Few-Shot Classification ICCV 2021
Universal Representation Learning From Multiple Domains for Few-Shot Classification ICCV 2021
Data Augmentation for Meta-Learning ICML 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021
Effectively Leveraging Attributes for Visual Similarity ICCV 2021
Learning a Universal Template for Few-shot Dataset Generalization ICML 2021
Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution NIPS 2021
Deep kernels with probabilistic embeddings for small-data learning UAI 2021
A Neural Few-Shot Text Classification Reality Check EACL 2021
Class-Wise Metric Scaling for Improved Few-Shot Classification WACV 2021
Addressing Catastrophic Forgetting in Few-Shot Problems ICML 2021
Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021
A Multi-Mode Modulator for Multi-Domain Few-Shot Classification ICCV 2021
Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning ICCV 2021
Learning Intact Features by Erasing-Inpainting for Few-shot Classification AAAI 2021
Stochastic Whitening Batch Normalization CVPR 2021
Memory Efficient Meta-Learning with Large Images NIPS 2021
Re-ranking for image retrieval and transductive few-shot classification NIPS 2021
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
The Functional Correspondence Problem ICCV 2021
M-NAS: Meta Neural Architecture Search AAAI 2020