mixed-precision quantization

Where and How to Enhance: Discovering Bit-Width Contribution for Mixed Precision Quantization IJCAI 2025 AMPA: Adaptive Mixed Precision Allocation for Low-Bit Integer Training ICML 2024 Cherry on Top: Parameter Heterogeneity and Quantization in Large Language Models NeurIPS 2024 Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models NeurIPS 2024 LitE-SNN: Designing Lightweight and Efficient Spiking Neural Network through Spatial-Temporal Compressive Network Search and Joint Optimization IJCAI 2024 MetaMix: Meta-State Precision Searcher for Mixed-Precision Activation Quantization AAAI 2024 Mixed-Precision Quantization for Federated Learning on Resource-Constrained Heterogeneous Devices CVPR 2024 OWQ: Outlier-Aware Weight Quantization for Efficient Fine-Tuning and Inference of Large Language Models AAAI 2024 PTMQ: Post-training Multi-Bit Quantization of Neural Networks AAAI 2024 Retraining-Free Model Quantization via One-Shot Weight-Coupling Learning CVPR 2024 USDN: A Unified Sample-Wise Dynamic Network With Mixed-Precision and Early-Exit WACV 2024 Adaptive Neural Network Quantization For Lightweight Speaker Verification Interspeech 2023 A Mixed-Precision Quantization Method without Accuracy Degradation Using Semilayers ACML 2023 A Model for Every User and Budget: Label-Free and Personalized Mixed-Precision Quantization Interspeech 2023 EMQ: Evolving Training-free Proxies for Automated Mixed Precision Quantization ICCV 2023 EQ-Net: Elastic Quantization Neural Networks ICCV 2023 FIT: A Metric for Model Sensitivity ICLR 2023 Lossless 4-bit Quantization of Architecture Compressed Conformer ASR Systems on the 300-hr Switchboard Corpus Interspeech 2023 One-Shot Model for Mixed-Precision Quantization CVPR 2023 PTQD: Accurate Post-Training Quantization for Diffusion Models NeurIPS 2023 A Novel Differentiable Mixed-Precision Quantization Search Framework for Alleviating the Matthew Effect and Improving Robustness ACML 2022 Data-Free Network Compression via Parametric Non-Uniform Mixed Precision Quantization CVPR 2022 Entropy-Driven Mixed-Precision Quantization for Deep Network Design NeurIPS 2022 SDQ: Stochastic Differentiable Quantization with Mixed Precision ICML 2022 Towards Green ASR: Lossless 4-bit Quantization of a Hybrid TDNN System on the 300-hr Swithboard Corpus Interspeech 2022