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uniform quantization

6 papers

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Also known as

UQ

Co-occurring keywords · papers mentioning both

model compression (5) weight quantization (2) model quantization (2) straight-through estimation (1) non-uniform quantization (1) eigenspace overlap (1) accuracy preservation (1) distilled dataset (1) zero-shot quantization (1) binary quantization (1)

Papers

UQ-ViT: Harmonizing Extreme Activations with Hardware-Friendly Uniform Quantization in Vision Transformers AAAI 2026 Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models ACL 2025 Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022 ZeroQ: A Novel Zero Shot Quantization Framework CVPR 2020 On the Downstream Performance of Compressed Word Embeddings NeurIPS 2019 Coding for Random Projections ICML 2014