singular value decomposition

DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration AAAI 2022 Discovering Low-rank Subspaces for Language-agnostic Multilingual Representations EMNLP 2022 Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation AACL 2022 English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network ACL 2022 Fast Stagewise Sparse Factor Regression JMLR 2022 Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022 GradMax: Growing Neural Networks using Gradient Information ICLR 2022 Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022 Language model compression with weighted low-rank factorization ICLR 2022 Learning dynamics of deep linear networks with multiple pathways NeurIPS 2022 Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP 2022 Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values CVPR 2022 Projected Robust PCA with Application to Smooth Image Recovery JMLR 2022 RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NeurIPS 2022 Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NeurIPS 2022 SummVD : An efficient approach for unsupervised topic-based text summarization AACL 2022 Towards Practical Control of Singular Values of Convolutional Layers NeurIPS 2022 Adaptive Rank Estimate in Robust Principal Component Analysis CVPR 2021 Additive Error Guarantees for Weighted Low Rank Approximation ICML 2021 Approximate Multiplication of Sparse Matrices with Limited Space AAAI 2021 A Sharp Blockwise Tensor Perturbation Bound for Orthogonal Iteration JMLR 2021 AUXILIARY TASK UPDATE DECOMPOSITION: THE GOOD, THE BAD AND THE NEUTRAL ICLR 2021 Communication-Efficient Distributed SVD via Local Power Iterations ICML 2021 Decomposable-Net: Scalable Low-Rank Compression for Neural Networks IJCAI 2021 Deep Learning meets Projective Clustering ICLR 2021