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

Discovering a Shared Logical Subspace: Steering LLM Logical Reasoning via Alignment of Natural-Language and Symbolic Views ACL 2026
GenDis: Generative-Discriminative Dual-View Co-Training for Generalized Category Discovery ACL 2026
A Network of Biologically Inspired Rectified Spectral Units (ReSUs) Learns Hierarchical Features Without Error Backpropagation AAAI 2026
Maximizing the Effectiveness of Larger BERT Models for Compression ACL 2025
Causal Explanation of Quality of Parent-Child Interactions with Multimodal Behavioral Features (Student Abstract) AAAI 2025
Hierarchical Consensus Network for Multiview Feature Learning AAAI 2025
How Not to Stitch Representations to Measure Similarity: Task Loss Matching Versus Direct Matching AAAI 2025
Hypergraph Self-supervised Learning with Sampling-efficient Signals IJCAI 2024
The Effective Number of Shared Dimensions Between Paired Datasets AISTATS 2024
Identifiable Shared Component Analysis of Unpaired Multimodal Mixtures NIPS 2024
Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024
Audio Scanning Network: Bridging Time and Frequency Domains for Audio Classification AAAI 2024
Generalized Eigenvalue Problems with Generative Priors NIPS 2024
On Sparse Canonical Correlation Analysis NIPS 2024
Sparse GCA and Thresholded Gradient Descent JMLR 2023
On the Accelerated Noise-Tolerant Power Method AISTATS 2023
Fair Canonical Correlation Analysis NIPS 2023
Nonconvex stochastic scaled gradient descent and generalized eigenvector problems UAI 2023
Privacy-preserving Sparse Generalized Eigenvalue Problem AISTATS 2023
Max-Sliced Mutual Information NIPS 2023
Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022
Exploring the Value of Multi-View Learning for Session-Aware Query Representation NAACL 2022
Learning Canonical F-Correlation Projection for Compact Multiview Representation CVPR 2022
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments INTERSPEECH 2022
Deep Probabilistic Canonical Correlation Analysis AAAI 2021