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Self-Organizing Maps for Contrastive Embeddings of Sleep Recordings., , , , , and . EMBC, page 2945-2948. IEEE, (2022)Residual Quantization with Implicit Neural Codebooks., , , , and . ICML, OpenReview.net, (2024)Contrastive Predictive Coding for Anomaly Detection of Fetal Health from the Cardiotocogram., , , , and . ICASSP, page 3473-3477. IEEE, (2022)Overfitting for Fun and Profit: Instance-Adaptive Data Compression., , and . ICLR, OpenReview.net, (2021)Learning Task-Based Analog-to-Digital Conversion for MIMO Receivers., , , , and . ICASSP, page 9125-9129. IEEE, (2020)Deep probabilistic subsampling for task-adaptive compressed sensing., , and . ICLR, OpenReview.net, (2020)A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (2): 1353-1371 (2023)SOM-CPC: Unsupervised Contrastive Learning with Self-Organizing Maps for Structured Representations of High-Rate Time Series., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 14132-14152. PMLR, (2023)Active Deep Probabilistic Subsampling., , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 10509-10518. PMLR, (2021)A Review of the Gumbel-max Trick and its Extensions for Discrete Stochasticity in Machine Learning, , , and . (2021)cite arxiv:2110.01515Comment: Accepted as a survey article in IEEE TPAMI.