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

Insights on Neural Representations for End-to-End Speech Recognition INTERSPEECH 2021
Shared Independent Component Analysis for Multi-Subject Neuroimaging NIPS 2021
Grounding Representation Similarity Through Statistical Testing NIPS 2021
An Online Riemannian PCA for Stochastic Canonical Correlation Analysis NIPS 2021
Generalized Shape Metrics on Neural Representations NIPS 2021
From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NIPS 2021
Deep Probabilistic Canonical Correlation Analysis AAAI 2021
A Note on Sparse Generalized Eigenvalue Problem NIPS 2021
Robust Multi-View Representation Learning (Student Abstract) AAAI 2020
A simple normative network approximates local non-Hebbian learning in the cortex NIPS 2020
Explainable Clinical Decision Support from Text EMNLP 2020
M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues AAAI 2020
Learning Relationships between Text, Audio, and Video via Deep Canonical Correlation for Multimodal Language Analysis AAAI 2020
Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer AACL 2020
Prediction of Head Motion from Speech Waveforms with a Canonical-Correlation-Constrained Autoencoder INTERSPEECH 2020
Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020
UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection COLING 2020
UWB at SemEval-2020 Task 1: Lexical Semantic Change Detection SEMEVAL 2020
CCA-Flow: Deep Multi-view Subspace Learning with Inverse Autoregressive Flow ACML 2020
Cross-Modal Subspace Clustering via Deep Canonical Correlation Analysis AAAI 2020
Quantifying the Semantic Core of Gender Systems IJCNLP 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives IJCNLP 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Towards Practical Alternating Least-Squares for CCA NIPS 2019
Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion NIPS 2019