Application Areas

Task2Sim: Towards Effective Pre-Training and Transfer From Synthetic Data CVPR 2022 Task Adaptive Parameter Sharing for Multi-Task Learning CVPR 2022 Task-aware Privacy Preservation for Multi-dimensional Data ICML 2022 Task-driven augmented data evaluation EMNLP 2022 Task-level Differentially Private Meta Learning NeurIPS 2022 TaskMix: Data Augmentation for Meta-Learning of Spoken Intent Understanding AACL 2022 Task-Specific Inconsistency Alignment for Domain Adaptive Object Detection CVPR 2022 Task Transfer and Domain Adaptation for Zero-Shot Question Answering NAACL 2022 TCU at SemEval-2022 Task 8: A Stacking Ensemble Transformer Model for Multilingual News Article Similarity SemEval 2022 TeachAugment: Data Augmentation Optimization Using Teacher Knowledge CVPR 2022 Teaching BERT to Wait: Balancing Accuracy and Latency for Streaming Disfluency Detection NAACL 2022 Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation NeurIPS 2022 TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla SemEval 2022 teamPN at TSAR-2022 Shared Task: Lexical Simplification using Multi-Level and Modular Approach EMNLP 2022 Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier SemEval 2022 Tempo: Accelerating Transformer-Based Model Training through Memory Footprint Reduction NeurIPS 2022 Temporal Generalization for Spoken Language Understanding NAACL 2022 Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task EMNLP 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 Tensor Feature Hallucination for Few-Shot Learning WACV 2022 Tesla at SemEval-2022 Task 4: Patronizing and Condescending Language Detection using Transformer-based Models with Data Augmentation SemEval 2022 Test for non-negligible adverse shifts UAI 2022 Test Suite Evaluation: Morphological Challenges and Pronoun Translation EMNLP 2022 Test Time Adaptation via Conjugate Pseudo-labels NeurIPS 2022 Test-time Fourier Style Calibration for Domain Generalization IJCAI 2022