Data Augmentation

Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NeurIPS 2021 Deep Audio-Visual Speech Separation Based on Facial Motion Interspeech 2021 DeepBlueAI at SemEval-2021 Task 1: Lexical Complexity Prediction with A Deep Ensemble Approach SemEval 2021 Deep-Learning-Based Central African Primate Species Classification with MixUp and SpecAugment Interspeech 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021 Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and Attention Interspeech 2021 Device Playback Augmentation with Echo Cancellation for Keyword Spotting Interspeech 2021 Direct Differentiable Augmentation Search ICCV 2021 Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021 Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering EMNLP 2021 Dissecting Image Crops ICCV 2021 DivAug: Plug-In Automated Data Augmentation With Explicit Diversity Maximization ICCV 2021 Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation ACL 2021 Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus EMNLP 2021 Does enhanced shape bias improve neural network robustness to common corruptions? ICLR 2021 Domain Expert Platform for Goal-Oriented Dialog Collection EACL 2021 Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract) AAAI 2021 Don’t Miss the Potential Customers! Retrieving Similar Ads to Improve User Targeting EMNLP 2021 Don’t Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data ACL 2021 DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation AAAI 2021 DP-SSL: Towards Robust Semi-supervised Learning with A Few Labeled Samples NeurIPS 2021 Dual-Cross Central Difference Network for Face Anti-Spoofing IJCAI 2021 Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021 EMOVIE: A Mandarin Emotion Speech Dataset with a Simple Emotional Text-to-Speech Model Interspeech 2021