inference latency

Parameter-Efficient Fine-Tuning without Introducing New Latency ACL 2023 Recurrent Vision Transformers for Object Detection With Event Cameras CVPR 2023 Short-Term Memory Convolutions ICLR 2023 UPSCALE: Unconstrained Channel Pruning ICML 2023 ASR Error Correction with Constrained Decoding on Operation Prediction Interspeech 2022 Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022 Efficient and Accurate Conversion of Spiking Neural Network with Burst Spikes IJCAI 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Low-Complexity Deep Convolutional Neural Networks on Fully Homomorphic Encryption Using Multiplexed Parallel Convolutions ICML 2022 Searching the Deployable Convolution Neural Networks for GPUs CVPR 2022 Signed Neuron with Memory: Towards Simple, Accurate and High-Efficient ANN-SNN Conversion IJCAI 2022 SparTA: Deep-Learning Model Sparsity via Tensor-with-Sparsity-Attribute OSDI 2022 The Devil is in the Details: On the Pitfalls of Vocabulary Selection in Neural Machine Translation NAACL 2022 The Efficiency Misnomer ICLR 2022 A Panda? No, It's a Sloth: Slowdown Attacks on Adaptive Multi-Exit Neural Network Inference ICLR 2021 DeepReDuce: ReLU Reduction for Fast Private Inference ICML 2021 Distilling the Knowledge of Large-scale Generative Models into Retrieval Models for Efficient Open-domain Conversation EMNLP 2021 Fast and Efficient DNN Deployment via Deep Gaussian Transfer Learning ICCV 2021 HEMET: A Homomorphic-Encryption-Friendly Privacy-Preserving Mobile Neural Network Architecture ICML 2021 Multilingual Neural Machine Translation with Deep Encoder and Multiple Shallow Decoders EACL 2021 AutoPrivacy: Automated Layer-wise Parameter Selection for Secure Neural Network Inference NeurIPS 2020 AutoQ: Automated Kernel-Wise Neural Network Quantization ICLR 2020 Dynamic Model Pruning with Feedback ICLR 2020 Fast Word Predictor for On-Device Application COLING 2020 Utility is in the Eye of the User: A Critique of NLP Leaderboards EMNLP 2020