model quantization

Differentiable Dynamic Quantization with Mixed Precision and Adaptive Resolution ICML 2021 Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021 Efficient Machine Translation with Model Pruning and Quantization EMNLP 2021 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Interspeech 2021 FATNN: Fast and Accurate Ternary Neural Networks ICCV 2021 FracBits: Mixed Precision Quantization via Fractional Bit-Widths AAAI 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 Improving Low-Precision Network Quantization via Bin Regularization ICCV 2021 Improving Neural Network Efficiency via Post-Training Quantization With Adaptive Floating-Point ICCV 2021 Making DensePose Fast and Light WACV 2021 Mining Intelligent Patterns using SVAC for Precision Agriculture and Optimizing Irrigation (Student Abstract) AAAI 2021 Multi-Prize Lottery Ticket Hypothesis: Finding Accurate Binary Neural Networks by Pruning A Randomly Weighted Network ICLR 2021 Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NeurIPS 2021 QuPeD: Quantized Personalization via Distillation with Applications to Federated Learning NeurIPS 2021 ReCU: Reviving the Dead Weights in Binary Neural Networks ICCV 2021 Robust Continuous On-Device Personalization for Automatic Speech Recognition Interspeech 2021 Stochastic Precision Ensemble: Self-Knowledge Distillation for Quantized Deep Neural Networks AAAI 2021 Understanding and Overcoming the Challenges of Efficient Transformer Quantization EMNLP 2021 Zero-Shot Adversarial Quantization CVPR 2021 Adaptive Loss-Aware Quantization for Multi-Bit Networks CVPR 2020 APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020 DFQF: Data Free Quantization-aware Fine-tuning ACML 2020 Edinburgh’s Submissions to the 2020 Machine Translation Efficiency Task ACL 2020 EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness Against Adversarial Attacks ICLR 2020 Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference AAAI 2020