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conftrace_

orthogonal matrix

30 papers

Papers

Multiplicative Orthogonal Sequential Editing for Language Models AAAI 2026 SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models WACV 2025 Word-level Cross-lingual Structure in Large Language Models COLING 2025 Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding EMNLP 2024 Bridging The Gap between Low-rank and Orthogonal Adaptation via Householder Reflection Adaptation NeurIPS 2024 Group and Shuffle: Efficient Structured Orthogonal Parametrization NeurIPS 2024 Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023 Coordinate Descent on the Orthogonal Group for Recurrent Neural Network Training AAAI 2022 Deep equilibrium networks are sensitive to initialization statistics ICML 2022 projUNN: efficient method for training deep networks with unitary matrices NeurIPS 2022 CWY Parametrization: a Solution for Parallelized Optimization of Orthogonal and Stiefel Matrices AISTATS 2021 Johnson-Lindenstrauss Transforms with Best Confidence COLT 2021 UnICORNN: A recurrent model for learning very long time dependencies ICML 2021 A Locally Linear Procedure for Word Translation COLING 2020 Eigenvalue Normalized Recurrent Neural Networks for Short Term Memory AAAI 2020 What if Neural Networks had SVDs? NeurIPS 2020 Approximating Orthogonal Matrices with Effective Givens Factorization ICML 2019 Complex Unitary Recurrent Neural Networks Using Scaled Cayley Transform AAAI 2019 KAMA-NNs: Low-dimensional Rotation Based Neural Networks AISTATS 2019 Non-normal Recurrent Neural Network (nnRNN): learning long time dependencies while improving expressivity with transient dynamics NeurIPS 2019 Unsupervised Alignment of Embeddings with Wasserstein Procrustes AISTATS 2019 A partial orthogonalization method for simulating covariance and concentration graph matrices PGM 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 Orthogonal Recurrent Neural Networks with Scaled Cayley Transform ICML 2018 Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections ICML 2017