Application Areas

Automatic Detection and Prediction of Psychiatric Hospitalizations From Social Media Posts NAACL 2021 Automatic Extraction of Speech Rhythm Descriptors for Speech Intelligibility Assessment in the Context of Head and Neck Cancers Interspeech 2021 Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA NAACL 2021 Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism ACL 2021 Automatic Mixed-Precision Quantization Search of BERT IJCAI 2021 Automatic Vertebra Localization and Identification in CT by Spine Rectification and Anatomically-Constrained Optimization CVPR 2021 Automating Claim Construction in Patent Applications: The CMUmine Dataset EMNLP 2021 Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators ICML 2021 Autonomous Robot for Measuring Room Impulse Responses Interspeech 2021 AutoReCon: Neural Architecture Search-based Reconstruction for Data-free Compression IJCAI 2021 AutoSampling: Search for Effective Data Sampling Schedules ICML 2021 AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021 AutoText: An End-to-End AutoAI Framework for Text AAAI 2021 A Variational Information Bottleneck Approach to Multi-Omics Data Integration AISTATS 2021 A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition WACV 2021 AVocaDo: Strategy for Adapting Vocabulary to Downstream Domain EMNLP 2021 Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning EMNLP 2021 A Winning Hand: Compressing Deep Networks Can Improve Out-of-Distribution Robustness NeurIPS 2021 Background Splitting: Finding Rare Classes in a Sea of Background CVPR 2021 Back to the basics with inclusion of clinical domain knowledge - A simple, scalable and effective model of Alzheimer’s Disease classification MLHC 2021 Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval EMNLP 2021 Bad Seeds: Evaluating Lexical Methods for Bias Measurement ACL 2021 Bag of Tricks for Adversarial Training ICLR 2021 Bag of Tricks for Long-Tailed Visual Recognition with Deep Convolutional Neural Networks AAAI 2021 Bag of Tricks for Optimizing Transformer Efficiency EMNLP 2021