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Combined Group and Exclusive Sparsity for Deep Neural Networks.

, and . ICML, volume 70 of Proceedings of Machine Learning Research, page 3958-3966. PMLR, (2017)

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BiTAT: Neural Network Binarization with Task-Dependent Aggregated Transformation., , , , , and . ECCV Workshops (7), volume 13807 of Lecture Notes in Computer Science, page 50-66. Springer, (2022)Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization., , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 25552-25565. PMLR, (2022)Analyzing and Mitigating Object Hallucination in Large Vision-Language Models., , , , , , , and . CoRR, (2023)On the Soft-Subnetwork for Few-shot Class Incremental Learning., , , , and . CoRR, (2022)Scalable and Order-robust Continual Learning with Additive Parameter Decomposition., , , and . ICLR, OpenReview.net, (2020)On the Soft-Subnetwork for Few-Shot Class Incremental Learning., , , , and . ICLR, OpenReview.net, (2023)BECoTTA: Input-dependent Online Blending of Experts for Continual Test-time Adaptation., , and . ICML, OpenReview.net, (2024)STELLA: Continual Audio-Video Pre-training with SpatioTemporal Localized Alignment., , , , and . ICML, OpenReview.net, (2024)Online Coreset Selection for Rehearsal-based Continual Learning., , , and . ICLR, OpenReview.net, (2022)Continual Learners are Incremental Model Generalizers., , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 40129-40146. PMLR, (2023)