conftrace_

singular value decomposition

222 papers

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Also known as

SVD

Co-occurring keywords

model compression (3302) low-rank approximation (323) matrix factorization (529) low-rank adaptation (560) matrix completion (356) representation learning (6206) dimensionality reduction (720) convex optimization (1321) parameter-efficient fine-tuning (736) word embedding (1764)

Papers

Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data AISTATS 2023
Global Explanations for Image Classifiers (Student Abstract) AAAI 2023
SVDiff: Compact Parameter Space for Diffusion Fine-Tuning ICCV 2023
SummVD : An efficient approach for unsupervised topic-based text summarization AACL 2022
Fast Stagewise Sparse Factor Regression JMLR 2022
Generalized Leverage Scores: Geometric Interpretation and Applications ICML 2022
SummVD : An efficient approach for unsupervised topic-based text summarization IJCNLP 2022
Investigating Why Contrastive Learning Benefits Robustness against Label Noise ICML 2022
Projected Robust PCA with Application to Smooth Image Recovery JMLR 2022
RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NIPS 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NIPS 2022
Biological Learning of Irreducible Representations of Commuting Transformations NIPS 2022
Domain-specific Evaluation of Word Embeddings for Philosophical Text using Direct Intrinsic Evaluation AACL 2022
Addressing token uniformity in transformers via singular value transformation UAI 2022
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
Numerical Optimizations for Weighted Low-rank Estimation on Language Models EMNLP 2022
Towards Practical Control of Singular Values of Convolutional Layers NIPS 2022
English-Malay Word Embeddings Alignment for Cross-lingual Emotion Classification with Hierarchical Attention Network ACL 2022
Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values CVPR 2022
Learning dynamics of deep linear networks with multiple pathways NIPS 2022
Training Networks in Null Space of Feature Covariance for Continual Learning CVPR 2021
Low-Rank Extragradient Method for Nonsmooth and Low-Rank Matrix Optimization Problems NIPS 2021
Adaptive Rank Estimate in Robust Principal Component Analysis CVPR 2021
Why Approximate Matrix Square Root Outperforms Accurate SVD in Global Covariance Pooling? ICCV 2021