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ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training., , , , , , , , , и 2 other автор(ы). DATE, стр. 1-6. IEEE, (2023)Memristor crossbar-based ultra-efficient next-generation baseband processors., , , , , , , и . MWSCAS, стр. 1121-1124. IEEE, (2017)YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design., , , , , , , и . AAAI, стр. 955-963. AAAI Press, (2021)Towards Real-Time Segmentation on the Edge., , , , , , , , , и 2 other автор(ы). AAAI, стр. 1468-1476. AAAI Press, (2023)Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training., , , , , , , , , и 5 other автор(ы). AAAI, стр. 8360-8368. AAAI Press, (2023)Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization., , , , , , , , , и 2 other автор(ы). FPL, стр. 109-116. IEEE, (2022)Work in Progress: Mobile or FPGA? A Comprehensive Evaluation on Energy Efficiency and a Unified Optimization Framework., , , , , , , , , и 2 other автор(ы). RTAS, стр. 493-496. IEEE, (2021)You Already Have It: A Generator-Free Low-Precision DNN Training Framework Using Stochastic Rounding., , , , , , , , , и 4 other автор(ы). ECCV (12), том 13672 из Lecture Notes in Computer Science, стр. 34-51. Springer, (2022)FORMS: Fine-grained Polarized ReRAM-based In-situ Computation for Mixed-signal DNN Accelerator., , , , , , , , , и 1 other автор(ы). ISCA, стр. 265-278. IEEE, (2021)Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization., , , , , и . IJCAI, стр. 3236-3242. ijcai.org, (2022)