Application Areas

Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022 AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning NeurIPS 2022 Automated Progressive Learning for Efficient Training of Vision Transformers CVPR 2022 Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022 Automatic Classification of Legal Violations in Cookie Banner Texts EMNLP 2022 Automatic Comment Generation for Chinese Student Narrative Essays EMNLP 2022 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment Interspeech 2022 Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract) AAAI 2022 Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022 AutoML Two-Sample Test NeurIPS 2022 AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning NeurIPS 2022 Autoregressive Perturbations for Data Poisoning NeurIPS 2022 Auto-scaling Vision Transformers without Training ICLR 2022 AutoSNN: Towards Energy-Efficient Spiking Neural Networks ICML 2022 AutoST: Towards the Universal Modeling of Spatio-temporal Sequences NeurIPS 2022 AutoVideo: An Automated Video Action Recognition System IJCAI 2022 Auxiliary Learning with Joint Task and Data Scheduling ICML 2022 A-ViT: Adaptive Tokens for Efficient Vision Transformer CVPR 2022 A Wasserstein Distance Approach for Concentration of Empirical Risk Estimates JMLR 2022 A Win-win Deal: Towards Sparse and Robust Pre-trained Language Models NeurIPS 2022 A Word is Worth A Thousand Dollars: Adversarial Attack on Tweets Fools Stock Prediction NAACL 2022 BabelTower: Learning to Auto-parallelized Program Translation ICML 2022 Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling EMNLP 2022 Backdoor Attacks on Self-Supervised Learning CVPR 2022