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03/14/2022
TransCAM: Transformer Attention-based CAM Refinement for Weakly Supervised Semantic Segmentation
Weakly supervised semantic segmentation (WSSS) with only image-level sup...
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11/28/2021
ExCon: Explanation-driven Supervised Contrastive Learning for Image Classification
Contrastive learning has led to substantial improvements in the quality ...
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06/20/2018
Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition
Recently, the connectionist temporal classification (CTC) model coupled ...
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06/12/2018
Quaternion Recurrent Neural Networks
Recurrent neural networks (RNNs) are powerful architectures to model seq...
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05/27/2017
Deep Complex Networks
At present, the vast majority of building blocks, techniques, and archit...
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01/31/2017