Application Areas

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 Edinburgh_UCL_Health@SMM4H’22: From Glove to Flair for handling imbalanced healthcare corpora related to Adverse Drug Events, Change in medication and self-reporting vaccination COLING 2022 EdiT5: Semi-Autoregressive Text Editing with T5 Warm-Start EMNLP 2022 EDITnet: A Lightweight Network for Unsupervised Domain Adaptation in Speaker Verification Interspeech 2022 Effective Backdoor Defense by Exploiting Sensitivity of Poisoned Samples NeurIPS 2022 Effective Data Augmentation for Sentence Classification Using One VAE per Class COLING 2022 Effect of Head Orientation on Speech Directivity Interspeech 2022 Efficient and accurate top-k recovery from choice data UAI 2022 Efficient and Effective Augmentation Strategy for Adversarial Training NeurIPS 2022 Efficient and Scalable Graph Pattern Mining on GPUs OSDI 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022 EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring MIDL 2022 Efficient Classification of Long Documents Using Transformers ACL 2022 Efficient Cluster-Based k-Nearest-Neighbor Machine Translation ACL 2022 Efficient Counterfactual Debiasing for Visual Question Answering WACV 2022 Efficient Dataset Distillation using Random Feature Approximation NeurIPS 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022 EfficientFormer: Vision Transformers at MobileNet Speed NeurIPS 2022 Efficient Frameworks for Generalized Low-Rank Matrix Bandit Problems NeurIPS 2022 Efficient Graph Similarity Computation with Alignment Regularization NeurIPS 2022 Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022