quantized neural network

Approximate Bayesian Inference via Bitstring Representations UAI 2025 Verifying Quantized Graph Neural Networks is PSPACE-complete IJCAI 2025 Towards Efficient Verification of Quantized Neural Networks AAAI 2024 ASkewSGD : An Annealed interval-constrained Optimisation method to train Quantized Neural Networks AISTATS 2023 Quantization-Aware Interval Bound Propagation for Training Certifiably Robust Quantized Neural Networks AAAI 2023 Information Bottleneck: Exact Analysis of (Quantized) Neural Networks ICLR 2022 Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks ICCV 2021 Scalable Verification of Quantized Neural Networks AAAI 2021 Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack CVPR 2020 EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness Against Adversarial Attacks ICLR 2020 Sampling-Free Learning of Bayesian Quantized Neural Networks ICLR 2020 Searching for Low-Bit Weights in Quantized Neural Networks NeurIPS 2020 A Mean Field Theory of Quantized Deep Networks: The Quantization-Depth Trade-Off NeurIPS 2019 Training Quantized Nets: A Deeper Understanding NeurIPS 2017