post-training quantization

PassionSR: Post-Training Quantization with Adaptive Scale in One-Step Diffusion based Image Super-Resolution CVPR 2025 PTQ1.61: Push the Real Limit of Extremely Low-Bit Post-Training Quantization Methods for Large Language Models ACL 2025 PTQ4VM: Post-Training Quantization for Visual Mamba WACV 2025 Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers CVPR 2025 Q-Mamba: Towards more efficient Mamba models via post-training quantization ACL 2025 Q-MiniSAM2: A Quantization-based Benchmark for Resource-Efficient Video Segmentation IJCAI 2025 Qua2SeDiMo: Quantifiable Quantization Sensitivity of Diffusion Models AAAI 2025 Quamba: A Post-Training Quantization Recipe for Selective State Space Models ICLR 2025 QuartDepth: Post-Training Quantization for Real-Time Depth Estimation on the Edge CVPR 2025 SpinQuant: LLM Quantization with Learned Rotations ICLR 2025 Surprising Effectiveness of pretraining Ternary Language Model at Scale ICLR 2025 TCAQ-DM: Timestep-Channel Adaptive Quantization for Diffusion Models AAAI 2025 Team HUMANE at AVeriTeC 2025: HerO 2 for Efficient Fact Verification ACL 2025 Ultra-Low Bit Post-Training Quantization of Large Speech Models via K-Means Clustering and Mixed Precision Allocation Interspeech 2025 Understanding the Unfairness in Network Quantization ICML 2025 ViDiT-Q: Efficient and Accurate Quantization of Diffusion Transformers for Image and Video Generation ICLR 2025 ViM-VQ: Efficient Post-Training Vector Quantization for Visual Mamba ICCV 2025 VQ4DiT: Efficient Post-Training Vector Quantization for Diffusion Transformers AAAI 2025 2DQuant: Low-bit Post-Training Quantization for Image Super-Resolution NeurIPS 2024 AffineQuant: Affine Transformation Quantization for Large Language Models ICLR 2024 Any-Precision LLM: Low-Cost Deployment of Multiple, Different-Sized LLMs ICML 2024 BiLLM: Pushing the Limit of Post-Training Quantization for LLMs ICML 2024 Enhancing Post-training Quantization Calibration through Contrastive Learning CVPR 2024 ERQ: Error Reduction for Post-Training Quantization of Vision Transformers ICML 2024 Evaluating Quantized Large Language Models ICML 2024