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integer quantization

8 papers

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Co-occurring keywords · papers mentioning both

model compression (7) inference efficiency (2) speech enhancement (2) efficient computing (2) deep learning (2) model quantization (2) integer-only quantization (1) low-bitwidth integer (1) 8-bit quantization (1) neural processing unit (1)

Papers

TAGQuant: Token-Aware Clustering for Group-Wise Quantization EACL 2026 Quantization without Tears CVPR 2025 MobileQuant: Mobile-friendly Quantization for On-device Language Models EMNLP 2024 Towards Fully Quantized Neural Networks For Speech Enhancement Interspeech 2023 Zero-Shot Dynamic Quantization for Transformer Inference EMNLP 2022 I-BERT: Integer-only BERT Quantization ICML 2021 TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids Interspeech 2020 Training and Inference with Integers in Deep Neural Networks ICLR 2018