Application Areas

UDA-COPE: Unsupervised Domain Adaptation for Category-Level Object Pose Estimation CVPR 2022 UDC: Unified DNAS for Compressible TinyML Models for Neural Processing Units NeurIPS 2022 uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ACL 2022 Ultra-Low-Bitrate Speech Coding with Pretrained Transformers Interspeech 2022 UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language SemEval 2022 UMIX: Improving Importance Weighting for Subpopulation Shift via Uncertainty-Aware Mixup NeurIPS 2022 Unbiased Math Word Problems Benchmark for Mitigating Solving Bias NAACL 2022 Uncalibrated Models Can Improve Human-AI Collaboration NeurIPS 2022 Uncertainty and Inclusivity in Gender Bias Annotation: An Annotation Taxonomy and Annotated Datasets of British English Text NAACL 2022 Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NeurIPS 2022 Uncertainty-aware pseudo-labeling for quantum calculations UAI 2022 Uncertainty Modeling for Out-of-Distribution Generalization ICLR 2022 Uncovering the Structural Fairness in Graph Contrastive Learning NeurIPS 2022 Underspecification Presents Challenges for Credibility in Modern Machine Learning JMLR 2022 Understanding and Improving Knowledge Distillation for Quantization Aware Training of Large Transformer Encoders EMNLP 2022 Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation NeurIPS 2022 Understanding and Improving Sequence-to-Sequence Pretraining for Neural Machine Translation ACL 2022 Understanding and Improving the Exemplar-based Generation for Open-domain Conversation ACL 2022 Understanding Clipping for Federated Learning: Convergence and Client-Level Differential Privacy ICML 2022 Understanding Gender Bias in Knowledge Base Embeddings ACL 2022 Understanding Gradual Domain Adaptation: Improved Analysis, Optimal Path and Beyond ICML 2022 Understanding Instance-Level Impact of Fairness Constraints ICML 2022 Understanding Robust Learning through the Lens of Representation Similarities NeurIPS 2022 Understanding Simultaneous Train and Test Robustness ALT 2022 Understanding the Role of Self Attention for Efficient Speech Recognition ICLR 2022