conftrace_

deep canonical correlation analysis

10 papers

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Also known as

DEEP CCA DCCA

Co-occurring keywords

multi-view learning (391) canonical correlation analysis (111) representation learning (6206) neural network (6616) model collapse (23) noise regularization (4) multi-view representation learning (17) audio-visual speech (21) image-text matching (137) bottleneck feature (45)

Papers

Preventing Model Collapse in Deep Canonical Correlation Analysis by Noise Regularization NIPS 2024
The Magnitude and Phase based Speech Representation Learning using Autoencoder for Classifying Speech Emotions using Deep Canonical Correlation Analysis INTERSPEECH 2022
Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis AAAI 2020
Multi-Modal Sentiment Analysis Using Deep Canonical Correlation Analysis INTERSPEECH 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Scalable and Effective Deep CCA via Soft Decorrelation CVPR 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification ACML 2018
Multiview Representation Learning via Deep CCA for Silent Speech Recognition INTERSPEECH 2017
Deep Correlation for Matching Images and Text CVPR 2015