Application Areas

RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation NAACL 2022 Rakuten’s Participation in WAT 2022: Parallel Dataset Filtering by Leveraging Vocabulary Heterogeneity COLING 2022 Randomized Channel Shuffling: Minimal-Overhead Backdoor Attack Detection without Clean Datasets NeurIPS 2022 Random matrices in service of ML footprint: ternary random features with no performance loss ICLR 2022 Random Normalization Aggregation for Adversarial Defense NeurIPS 2022 Random vs. Best-First: Impact of Sampling Strategies on Decision Making in Model-Based Diagnosis AAAI 2022 RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection NeurIPS 2022 Ranking-Constrained Learning with Rationales for Text Classification ACL 2022 Ranking Distance Calibration for Cross-Domain Few-Shot Learning CVPR 2022 Ranking Environment, Social And Governance Related Concepts And Assessing Sustainability Aspect of Financial Texts EMNLP 2022 RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022 RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization IJCAI 2022 RAP: Risk-Aware Prediction for Robust Planning CoRL 2022 Rare but Severe Neural Machine Translation Errors Induced by Minimal Deletion: An Empirical Study on Chinese and English COLING 2022 Rare Gems: Finding Lottery Tickets at Initialization NeurIPS 2022 Rashomon Capacity: A Metric for Predictive Multiplicity in Classification NeurIPS 2022 R-AT: Regularized Adversarial Training for Natural Language Understanding EMNLP 2022 RCT: Random consistency training for semi-supervised sound event detection Interspeech 2022 RDC: Energy-Efficient Data Center Network Congestion Relief with Topological Reconfigurability at the Edge NSDI 2022 Re2G: Retrieve, Rerank, Generate NAACL 2022 Realistic Data Augmentation Framework for Enhancing Tabular Reasoning EMNLP 2022 Real-Time, Accurate, and Consistent Video Semantic Segmentation via Unsupervised Adaptation and Cross-Unit Deployment on Mobile Device CVPR 2022 Real-Time Monitoring of Silences in Contact Center Conversations Interspeech 2022 Real-Time Portrait Stylization on the Edge IJCAI 2022 Real-World Robot Learning with Masked Visual Pre-training CoRL 2022