conftrace_

activation quantization

61 papers

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Co-occurring keywords · papers mentioning both

model compression (36) weight quantization (31) post-training quantization (23) model quantization (19) large language model (11) neural network quantization (11) knowledge distillation (6) diffusion model (5) efficient computing (5) neural network (4)

Papers

Direct Quantization for Training Highly Accurate Low Bit-width Deep Neural Networks IJCAI 2020 Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript ICML 2020 FracTrain: Fractionally Squeezing Bit Savings Both Temporally and Spatially for Efficient DNN Training NeurIPS 2020 A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NeurIPS 2019 Efficient Quantization for Neural Networks with Binary Weights and Low Bitwidth Activations AAAI 2019 Learning to Quantize Deep Networks by Optimizing Quantization Intervals With Task Loss CVPR 2019 Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets ICLR 2019 Two-Step Quantization for Low-Bit Neural Networks CVPR 2018 WRPN: Wide Reduced-Precision Networks ICLR 2018 Deep Learning With Low Precision by Half-Wave Gaussian Quantization CVPR 2017 Weighted-Entropy-Based Quantization for Deep Neural Networks CVPR 2017