integer arithmetic

DQT: Dynamic Quantization Training via Dequantization-Free Nested Integer Arithmetic AAAI 2026 GSQ-Tuning: Group-Shared Exponents Integer in Fully Quantized Training for LLMs On-Device Fine-tuning ACL 2025 A Fast Convoluted Story: Scaling Probabilistic Inference for Integer Arithmetics NeurIPS 2024 I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference ICCV 2023 Scaling integer arithmetic in probabilistic programs UAI 2023 Training Transformers with 4-bit Integers NeurIPS 2023 Winning Both the Accuracy of Floating Point Activation and the Simplicity of Integer Arithmetic ICLR 2023 Fast Lossless Neural Compression with Integer-Only Discrete Flows ICML 2022 Is Integer Arithmetic Enough for Deep Learning Training? NeurIPS 2022 Integer-Arithmetic-Only Certified Robustness for Quantized Neural Networks ICCV 2021 Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware ICLR 2020 DSConv: Efficient Convolution Operator ICCV 2019 Lossless or Quantized Boosting with Integer Arithmetic ICML 2019 Pieces of Eight: 8-bit Neural Machine Translation NAACL 2018 Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference CVPR 2018 Personnel Scheduling as Satisfiability Modulo Theories IJCAI 2017 On the Efficient Representation and Execution of Deep Acoustic Models Interspeech 2016