conftrace_

canonical correlation analysis

111 papers

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Also known as

CCA

Co-occurring keywords

representation learning (6206) multi-view learning (391) dimensionality reduction (720) multimodal learning (4645) principal component analysis (316) neural network (6616) unsupervised learning (3264) convolutional neural network (4226) centered kernel alignment (18) kernel methods (1097)

Papers

Towards Practical Alternating Least-Squares for CCA NIPS 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Quantifying the Semantic Core of Gender Systems IJCNLP 2019
Similarity of Neural Network Representations Revisited ICML 2019
Stochastic Canonical Correlation Analysis JMLR 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NIPS 2019
A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem CVPR 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives EMNLP 2019
Universality and individuality in neural dynamics across large populations of recurrent networks NIPS 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019
Domain Adapted Word Embeddings for Improved Sentiment Classification ACL 2018
Unsupervised Correlation Analysis CVPR 2018
Insights on representational similarity in neural networks with canonical correlation NIPS 2018
Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets NAACL 2018
Gaussian Lower Bound for the Information Bottleneck Limit JMLR 2018
Co-whitening of I-vectors for Short and Long Duration Speaker Verification INTERSPEECH 2018
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis ACL 2018
Gen-Oja: Simple & Efficient Algorithm for Streaming Generalized Eigenvector Computation NIPS 2018
Doubly Accelerated Methods for Faster CCA and Generalized Eigendecomposition ICML 2017
Canonical Correlation Analysis and Prediction of Perceived Rhythmic Prominences and Pitch Tones in Speech INTERSPEECH 2017
Linking Image and Text With 2-Way Nets CVPR 2017
Robust Joint and Individual Variance Explained CVPR 2017
Stochastic Approximation for Canonical Correlation Analysis NIPS 2017