Application Areas

Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings EMNLP 2021 Using Remote Sensing Imagery and Machine Learning to Predict Poaching in Wildlife Conservation Parks AAAI 2021 Using Sociolinguistic Variables to Reveal Changing Attitudes Towards Sexuality and Gender EMNLP 2021 Using the Outputs of Different Automatic Speech Recognition Paradigms for Acoustic- and BERT-Based Alzheimer’s Dementia Detection Through Spontaneous Speech Interspeech 2021 UTNLP at SemEval-2021 Task 5: A Comparative Analysis of Toxic Span Detection using Attention-based, Named Entity Recognition, and Ensemble Models SemEval 2021 UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021 Validating Label Consistency in NER Data Annotation EMNLP 2021 Validation Free and Replication Robust Volume-based Data Valuation NeurIPS 2021 Value-at-Risk Optimization with Gaussian Processes ICML 2021 Value-aware Approximate Attention EMNLP 2021 VA-RED$^2$: Video Adaptive Redundancy Reduction ICLR 2021 Variable-Rate Deep Image Compression Through Spatially-Adaptive Feature Transform ICCV 2021 Variance Penalized On-Policy and Off-Policy Actor-Critic AAAI 2021 Variance reduction in frequency estimators via control variates method UAI 2021 Variational Disentanglement for Rare Event Modeling AAAI 2021 Variational Fair Clustering AAAI 2021 Variational Feature Disentangling for Fine-Grained Few-Shot Classification ICCV 2021 Variational Information Bottleneck Based Regularization for Speaker Recognition Interspeech 2021 Variational Information Bottleneck for Effective Low-Resource Audio Classification Interspeech 2021 Variational Model Inversion Attacks NeurIPS 2021 Variational Prototype Inference for Few-Shot Semantic Segmentation WACV 2021 V-DESIRR: Very Fast Deep Embedded Single Image Reflection Removal ICCV 2021 Vector-Decomposed Disentanglement for Domain-Invariant Object Detection ICCV 2021 Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021 VEGA: a Virtual Environment for Exploring Gender Bias vs. Accuracy Trade-offs in AI Translation Services AAAI 2021