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orthogonal projection

28 papers

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Also known as

OPD

Co-occurring keywords

representation learning (6174) metric learning (1189) catastrophic forgetting (939) continual learning (1164) image classification (1943) dimensionality reduction (720) generative model (2889) parameter-efficient fine-tuning (703) low-rank adaptation (525) visual prompt tuning (23)

Papers

OPLoRA: Orthogonal Projection LoRA Prevents Catastrophic Forgetting During Parameter-Efficient Fine-Tuning AAAI 2026
ProCAST: A Projection Framework for Coupled Aggregation Constrained Multivariate Time Series Forecasting AAAI 2026
Knowledge Decoupling via Orthogonal Projection for Lifelong Editing of Large Language Models ACL 2025
Training Consistent Mixture-of-Experts-Based Prompt Generator for Continual Learning AAAI 2025
Interactive Multimodal Learning via Flat Gradient Modification IJCAI 2025
Efficient Adaptation of Pre-trained Vision Transformer underpinned by Approximately Orthogonal Fine-Tuning Strategy ICCV 2025
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
VkD: Improving Knowledge Distillation using Orthogonal Projections CVPR 2024
Visual Prompt Tuning in Null Space for Continual Learning NIPS 2024
On the Role of Context in Reading Time Prediction EMNLP 2024
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients NIPS 2023
Meta-OLE: Meta-Learned Orthogonal Low-Rank Embedding WACV 2023
The Edge of Orthogonality: A Simple View of What Makes BYOL Tick ICML 2023
PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023
How bad are artifacts?: Analyzing the impact of speech enhancement errors on ASR INTERSPEECH 2022
Adaptive Orthogonal Projection for Batch and Online Continual Learning AAAI 2022
Shapley Residuals: Quantifying the limits of the Shapley value for explanations NIPS 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021
OSCaR: Orthogonal Subspace Correction and Rectification of Biases in Word Embeddings EMNLP 2021
Sliced Wasserstein Generative Models CVPR 2019
Visual Place Recognition via Robust ℓ2-Norm Distance Based Holism and Landmark Integration AAAI 2019
CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces NIPS 2018
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018
Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation ACML 2017
Flexible Orthogonal Neighborhood Preserving Embedding IJCAI 2017