non-contrastive learning

A Non-Contrastive Learning Framework for Sequential Recommendation with Preference-Preserving Profile Generation ICLR 2025 Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025 PhiNets: Brain-inspired Non-contrastive Learning Based on Temporal Prediction Hypothesis ICLR 2025 TRUST: Time-Domain Residual Unsupervised Stability Technique for Improved Heart Rate Estimation WACV 2025 Attribute-Missing Graph Clustering Network AAAI 2024 Non-contrastive sentence representations via self-supervision NAACL 2024 UNSEE: Unsupervised Non-contrastive Sentence Embeddings EACL 2024 Discovering Informative and Robust Positives for Video Domain Adaptation ICLR 2023 Effective Targeted Attacks for Adversarial Self-Supervised Learning NeurIPS 2023 Implicit variance regularization in non-contrastive SSL NeurIPS 2023 Link Prediction with Non-Contrastive Learning ICLR 2023 Non-Contrastive Learning Meets Language-Image Pre-Training CVPR 2023 On the duality between contrastive and non-contrastive self-supervised learning ICLR 2023 STERLING: Self-Supervised Terrain Representation Learning from Unconstrained Robot Experience CoRL 2023 Bridging the Gap from Asymmetry Tricks to Decorrelation Principles in Non-contrastive Self-supervised Learning NeurIPS 2022 Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022 Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NeurIPS 2022 Efficient Self-supervised Vision Transformers for Representation Learning ICLR 2022 Improving Self-Supervised Learning by Characterizing Idealized Representations NeurIPS 2022 Non-contrastive self-supervised learning of utterance-level speech representations Interspeech 2022 The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NeurIPS 2022 Understanding self-supervised learning dynamics without contrastive pairs ICML 2021