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ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices.

, , , , , , , , and . ACM Great Lakes Symposium on VLSI, page 501-506. ACM, (2019)

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Towards AQFP-Capable Physical Design Automation., , , , , , , and . DATE, page 954-959. IEEE, (2021)HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers., , , , , , , , , and 1 other author(s). HPCA, page 442-455. IEEE, (2023)SparCL: Sparse Continual Learning on the Edge., , , , , , , , , and . NeurIPS, (2022)Improving DNN Fault Tolerance using Weight Pruning and Differential Crossbar Mapping for ReRAM-based Edge AI., , , , , , , , , and 4 other author(s). ISQED, page 135-141. IEEE, (2021)ScaleCert: Scalable Certified Defense against Adversarial Patches with Sparse Superficial Layers., , , , , , , , and . NeurIPS, page 28169-28181. (2021)EfficientFormer: Vision Transformers at MobileNet Speed., , , , , , , and . NeurIPS, (2022)Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples., , , , , , and . CVPR, page 860-868. Computer Vision Foundation / IEEE, (2019)Brief Industry Paper: Towards Real-Time 3D Object Detection for Autonomous Vehicles with Pruning Search., , , , , , , , , and 1 other author(s). RTAS, page 425-428. IEEE, (2021)An Explainable Convolutional Neural Networks for Automatic Segmentation of the Left Ventricle in Cardiac MRI., , , , , and . CECNet, volume 345 of Frontiers in Artificial Intelligence and Applications, page 306-314. IOS Press, (2021)Lottery Ticket Preserves Weight Correlation: Is It Desirable or Not?, , , , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 7011-7020. PMLR, (2021)