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Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training.

, , , , , , , , and . ICCD, page 738-745. IEEE, (2022)

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Low-Latency Proactive Continuous Vision., , , , and . PACT, page 329-342. ACM, (2020)Ptolemy: Architecture Support for Robust Deep Learning., , , , and . MICRO, page 241-255. IEEE, (2020)Accelerating sparse DNN models without hardware-support via tile-wise sparsity., , , , , , , , , and . SC, page 16. IEEE/ACM, (2020)SVSoC: Speculative Vision Systems-on-a-Chip., , , and . IEEE Comput. Archit. Lett., 18 (1): 47-50 (2019)Efficient Activation Quantization via Adaptive Rounding Border for Post-Training Quantization., , , , , , , and . CoRR, (2022)Adversarial Defense Through Network Profiling Based Path Extraction., , , , , , and . CVPR, page 4777-4786. Computer Vision Foundation / IEEE, (2019)Nesting Forward Automatic Differentiation for Memory-Efficient Deep Neural Network Training., , , , , , , , and . ICCD, page 738-745. IEEE, (2022)Amanda: Unified Instrumentation Framework for Deep Neural Networks., , , , , , , , , and 3 other author(s). ASPLOS (1), page 1-18. ACM, (2024)Accelerating Sparse DNNs Based on Tiled GEMM., , , , , , , and . IEEE Trans. Computers, 73 (5): 1275-1289 (May 2024)SQuant: On-the-Fly Data-Free Quantization via Diagonal Hessian Approximation., , , , , , , , and . ICLR, OpenReview.net, (2022)