orthogonality constraint

Dual-Module Collaborative LoRA for Effective Large Language Model Fine-Tuning ACML 2025 Efficient Optimization with Orthogonality Constraint: a Randomized Riemannian Submanifold Method ICML 2025 O-TPT: Orthogonality Constraints for Calibrating Test-time Prompt Tuning in Vision-Language Models CVPR 2025 PAEFF: Precise Alignment and Enhanced Gated Feature Fusion for Face-Voice Association Interspeech 2025 Riemannian Optimization for LoRA on the Stiefel Manifold EMNLP 2025 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Infeasible Deterministic, Stochastic, and Variance-Reduction Algorithms for Optimization under Orthogonality Constraints JMLR 2024 Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint ACL 2024 Personalized PCA: Decoupling Shared and Unique Features JMLR 2024 Sparse PCA: a Geometric Approach JMLR 2023 Feedback Gradient Descent: Efficient and Stable Optimization with Orthogonality for DNNs AAAI 2022 Implicit Bias of Projected Subgradient Method Gives Provable Robust Recovery of Subspaces of Unknown Codimension ICLR 2022 A Vector-Based Representation to Enhance Head Pose Estimation WACV 2021 On Orthogonality Constraints for Transformers ACL 2021 Towards Robustifying NLI Models Against Lexical Dataset Biases ACL 2020 ABD-Net: Attentive but Diverse Person Re-Identification ICCV 2019 Non-smooth Optimization over Stiefel Manifolds with Applications to Dimensionality Reduction and Graph Clustering IJCAI 2019 Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods ICML 2016 Computationally Bounded Retrieval CVPR 2015 Manopt, a Matlab Toolbox for Optimization on Manifolds JMLR 2014 Factorized Orthogonal Latent Spaces AISTATS 2010