Efficient Computing

ED2LM: Encoder-Decoder to Language Model for Faster Document Re-ranking Inference ACL 2022 EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning ICML 2022 EdgeFormer: A Parameter-Efficient Transformer for On-Device Seq2seq Generation EMNLP 2022 edge-SR: Super-Resolution for the Masses WACV 2022 Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022 EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start EMNLP 2022 Efficient and accurate top-k recovery from choice data UAI 2022 Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022 EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring MIDL 2022 Efficient Classification of Long Documents Using Transformers ACL 2022 Efficient Dataset Distillation using Random Feature Approximation NeurIPS 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NeurIPS 2022 Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression AISTATS 2022 Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT NAACL 2022 Efficient learning of sparse and decomposable PDEs using random projection UAI 2022 Efficient Nearest Neighbor Search for Cross-Encoder Models using Matrix Factorization EMNLP 2022 Efficient Online ML API Selection for Multi-Label Classification Tasks ICML 2022 Efficient Scheduling Policies for Microsecond-Scale Tasks NSDI 2022 Efficient Sharpness-aware Minimization for Improved Training of Neural Networks ICLR 2022 Efficient Speech Enhancement with Neural Homomorphic Synthesis Interspeech 2022 Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization ICLR 2022 Efficient Test-Time Model Adaptation without Forgetting ICML 2022 Efficient Token Mixing for Transformers via Adaptive Fourier Neural Operators ICLR 2022 Efficient Training of Neural Transducer for Speech Recognition Interspeech 2022