singular value decomposition

SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025 SEMU: Singular Value Decomposition for Efficient Machine Unlearning ICML 2025 Singular Value Scaling: Efficient Generative Model Compression via Pruned Weights Refinement AAAI 2025 SocialMP: Learning Social Aware Motion Patterns via Additive Fusion for Pedestrian Trajectory Prediction IJCAI 2025 SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 Sparse Spectral Training and Inference on Euclidean and Hyperbolic Neural Networks ICML 2025 Spectral Representation for Causal Estimation with Hidden Confounders AISTATS 2025 SVD-GCL: A Noise-Augmented Hybrid Graph Contrastive Learning Framework for Recommendation COLING 2025 SVD-LLM: Truncation-aware Singular Value Decomposition for Large Language Model Compression ICLR 2025 SVD-LLM V2: Optimizing Singular Value Truncation for Large Language Model Compression NAACL 2025 SVDQuant: Absorbing Outliers by Low-Rank Component for 4-Bit Diffusion Models ICLR 2025 Task Singular Vectors: Reducing Task Interference in Model Merging CVPR 2025 TCFG: Tangential Damping Classifier-free Guidance CVPR 2025 Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability CVPR 2025 Adaptive Rank Selections for Low-Rank Approximation of Language Models NAACL 2024 A non-backtracking method for long matrix and tensor completion COLT 2024 Approximating the Top Eigenvector in Random Order Streams NeurIPS 2024 Average gradient outer product as a mechanism for deep neural collapse NeurIPS 2024 Cascade of phase transitions in the training of energy-based models NeurIPS 2024 Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other NAACL 2024 CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning NeurIPS 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024 Dissecting Query-Key Interaction in Vision Transformers NeurIPS 2024 Efficient Adaptation of Pre-trained Vision Transformer via Householder Transformation NeurIPS 2024