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Poster
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Wed 2:30
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Switch to Generalize: Domain-Switch Learning for Cross-Domain Few-Shot Classification
zhengdong Hu · Yifan Sun · Yi Yang
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Workshop
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Meta-FAVAE: Toward Fast and Diverse Few-shot Image Generation via Meta-Learning and Feedback Augmented Adversarial VAE
Fangli Ying · Aniwat Phaphuangwittayakul · Yi Guo · Xiaoyue Huang · 王 乐
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Poster
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Mon 18:30
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ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning
Debasmit Das · Sungrack Yun · Fatih Porikli
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Poster
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Mon 2:30
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Hierarchical Variational Memory for Few-shot Learning Across Domains
Yingjun Du · Xiantong Zhen · Ling Shao · Cees G Snoek
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Poster
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Mon 10:30
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Task Affinity with Maximum Bipartite Matching in Few-Shot Learning
Cat Le · Juncheng Dong · Mohammadreza Soltani · VAHID TAROKH
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Poster
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Wed 2:30
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How to Train Your MAML to Excel in Few-Shot Classification
Han-Jia Ye · Wei-Lun Chao
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Workshop
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Message Passing Neural Processes
Catalina Cangea · Ben Day · Arian Jamasb · Pietro Lio
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Poster
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Thu 2:30
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Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization
Biao Zhang · Peter Wonka
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Poster
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Thu 18:30
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Few-Shot Backdoor Attacks on Visual Object Tracking
Yiming Li · Haoxiang Zhong · Xingjun Ma · Yong Jiang · Shu-Tao Xia
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Poster
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Mon 18:30
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Temporal Alignment Prediction for Supervised Representation Learning and Few-Shot Sequence Classification
Bing Su · Ji-Rong Wen
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Poster
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Mon 10:30
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Towards Better Understanding and Better Generalization of Low-shot Classification in Histology Images with Contrastive Learning
Jiawei Yang · Hanbo Chen · Jiangpeng Yan · Xiaoyu Chen · Jianhua Yao
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Poster
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Thu 18:30
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Few-shot Learning via Dirichlet Tessellation Ensemble
Chunwei Ma · Ziyun Huang · Mingchen Gao · Jinhui Xu
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