conftrace_

small sample learning

8 papers

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Co-occurring keywords

convolutional neural network (4226) domain adaptation (4595) imprecise probability (15) parameter reduction (97) set-valued classification (3) emotion distribution learning (4) kernel methods (1097) clothing segmentation (3) pathological image (13) neural network (6616)

Papers

Learning from Few Samples: Transformation-Invariant SVMs with Composition and Locality at Multiple Scales NIPS 2022
SagaNet: A Small Sample Gated Network for Pediatric Cancer Diagnosis ICML 2021
Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019
Learning Structure and Strength of CNN Filters for Small Sample Size Training CVPR 2018
Semantic Locality-Aware Deformable Network for Clothing Segmentation IJCAI 2018
Learning From Small Samples: An Analysis of Simple Decision Heuristics NIPS 2015
Domain Adaptation: A Small Sample Statistical Approach AISTATS 2012
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2 JMLR 2008