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whitening transformation

13 papers

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Co-occurring keywords · papers mentioning both

sentence embedding (3) contrastive learning (3) representation learning (3) self-supervised learning (2) feature whitening (1) large language model (1) isotropic gaussian (1) coloring transformation (1) exemplar-based translation (1) first layer (1)

Papers

Dual-View Whitening on Pre-trained Text Embeddings for Sequential Recommendation AAAI 2024 USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task SemEval 2024 Whitening Not Recommended for Classification Tasks in LLMs ACL 2024 What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective ICML 2023 WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023 Zero-CL: Instance and Feature decorrelation for negative-free symmetric contrastive learning ICLR 2022 WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach EMNLP 2021 Whitening for Self-Supervised Representation Learning ICML 2021 An Investigation Into the Stochasticity of Batch Whitening CVPR 2020 Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 Learning Deep Architectures via Generalized Whitened Neural Networks ICML 2017 Geometry-aware stationary subspace analysis ACML 2016 K-means recovers ICA filters when independent components are sparse ICML 2014