Application Areas

Learning Unknown from Correlations: Graph Neural Network for Inter-novel-protein Interaction Prediction IJCAI 2021 Learning with Different Amounts of Annotation: From Zero to Many Labels EMNLP 2021 Learning with Generated Teammates to Achieve Type-Free Ad-Hoc Teamwork IJCAI 2021 Learning with invariances in random features and kernel models COLT 2021 Learning with risk-averse feedback under potentially heavy tails AISTATS 2021 Learning with Selective Forgetting IJCAI 2021 Learning with User-Level Privacy NeurIPS 2021 Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization AISTATS 2021 Learn to Intervene: An Adaptive Learning Policy for Restless Bandits in Application to Preventive Healthcare IJCAI 2021 Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021 LeCun at SemEval-2021 Task 6: Detecting Persuasion Techniques in Text Using Ensembled Pretrained Transformers and Data Augmentation SemEval 2021 LeeBERT: Learned Early Exit for BERT with cross-level optimization ACL 2021 Legal Terminology Extraction with the Termolator EMNLP 2021 LENA: Communication-Efficient Distributed Learning with Self-Triggered Gradient Uploads AISTATS 2021 Length-Adaptive Transformer: Train Once with Length Drop, Use Anytime with Search ACL 2021 LENS: Localization enhanced by NeRF synthesis CoRL 2021 Less Is More: Domain Adaptation with Lottery Ticket for Reading Comprehension EMNLP 2021 Let's Get Dirty: GAN Based Data Augmentation for Camera Lens Soiling Detection in Autonomous Driving WACV 2021 Levenshtein Training for Word-level Quality Estimation EMNLP 2021 Leveraging Bidding Graphs for Advertiser-Aware Relevance Modeling in Sponsored Search EMNLP 2021 Leveraging Community and Author Context to Explain the Performance and Bias of Text-Based Deception Detection Models NAACL 2021 Leveraging Deep Representations of Radiology Reports in Survival Analysis for Predicting Heart Failure Patient Mortality NAACL 2021 Leveraging Distribution Alignment via Stein Path for Cross-Domain Cold-Start Recommendation NeurIPS 2021 Leveraging Phone Mask Training for Phonetic-Reduction-Robust E2E Uyghur Speech Recognition Interspeech 2021 Leveraging Public Data for Practical Private Query Release ICML 2021