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06/14/2022
Peripheral Vision Transformer
Human vision possesses a special type of visual processing systems calle...
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05/23/2022
TransforMatcher: Match-to-Match Attention for Semantic Correspondence
Establishing correspondences between images remains a challenging task, ...
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09/11/2021
Convolutional Hough Matching Networks for Robust and Efficient Visual Correspondence
Despite advances in feature representation, leveraging geometric relatio...
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08/22/2021
Relational Embedding for Few-Shot Classification
We propose to address the problem of few-shot classification by meta-lea...
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04/04/2021
Hypercorrelation Squeeze for Few-Shot Segmentation
Few-shot semantic segmentation aims at learning to segment a target obje...
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03/31/2021
Convolutional Hough Matching Networks
Despite advances in feature representation, leveraging geometric relatio...
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07/21/2020
Learning to Compose Hypercolumns for Visual Correspondence
Feature representation plays a crucial role in visual correspondence, an...
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08/28/2019
SPair-71k: A Large-scale Benchmark for Semantic Correspondence
Establishing visual correspondences under large intra-class variations, ...
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08/18/2019