conftrace_

non-uniform quantization

10 papers

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Co-occurring keywords · papers mentioning both

model compression (6) neural network quantization (5) large language model (2) communication efficiency (2) federated learning (2) power-of-two quantization (1) learnable companding (1) automorphism search (1) checkpoint compression (1) residuals (1)

Papers

BIQ: Bisection Interval Quantization for Communication-efficient Federated Learning AAAI 2026 FedWSQ: Efficient Federated Learning with Weight Standardization and Distribution-Aware Non-Uniform Quantization ICCV 2025 Rotate, Clip, and Partition: Towards W2A4KV4 Quantization by Integrating Rotation and Learnable Non-uniform Quantizer EMNLP 2025 ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking ICML 2024 Block and Subword-Scaling Floating-Point (BSFP) : An Efficient Non-Uniform Quantization For Low Precision Inference ICLR 2023 PowerQuant: Automorphism Search for Non-Uniform Quantization ICLR 2023 Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation CVPR 2022 Learnable Companding Quantization for Accurate Low-Bit Neural Networks CVPR 2021 Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks ICLR 2020 Don’t Waste Your Bits! Squeeze Activations and Gradients for Deep Neural Networks via TinyScript ICML 2020