low-bit quantization

QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning ICCV 2025 Unlocking the Potential of Lightweight Quantized Models for Deepfake Detection IJCAI 2025 Why Do Some Inputs Break Low-Bit LLM Quantization? EMNLP 2025 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NeurIPS 2024 AQ-DETR: Low-Bit Quantized Detection Transformer with Auxiliary Queries AAAI 2024 OneBit: Towards Extremely Low-bit Large Language Models NeurIPS 2024 PTQ4DiT: Post-training Quantization for Diffusion Transformers NeurIPS 2024 Self-Supervised Quantization-Aware Knowledge Distillation AISTATS 2024 Sharpness-Aware Data Generation for Zero-shot Quantization ICML 2024 Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression ACL 2024 FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU ICML 2023 Oscillation-free Quantization for Low-bit Vision Transformers ICML 2023 Q-DETR: An Efficient Low-Bit Quantized Detection Transformer CVPR 2023 Q-DM: An Efficient Low-bit Quantized Diffusion Model NeurIPS 2023 QuantSR: Accurate Low-bit Quantization for Efficient Image Super-Resolution NeurIPS 2023 Low-bit Shift Network for End-to-End Spoken Language Understanding Interspeech 2022 Overcoming Oscillations in Quantization-Aware Training ICML 2022 QDrop: Randomly Dropping Quantization for Extremely Low-bit Post-Training Quantization ICLR 2022 RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization IJCAI 2022 Squashed Weight Distribution for Low Bit Quantization of Deep Models Interspeech 2022 AQD: Towards Accurate Quantized Object Detection CVPR 2021 Once Quantization-Aware Training: High Performance Extremely Low-Bit Architecture Search ICCV 2021 Extremely Low Bit Transformer Quantization for On-Device Neural Machine Translation EMNLP 2020 Rotation Consistent Margin Loss for Efficient Low-Bit Face Recognition CVPR 2020 Towards Accurate Low Bit-Width Quantization with Multiple Phase Adaptations AAAI 2020