Data Augmentation

Analyzing Dynamic Adversarial Training Data in the Limit ACL 2022 An Automatic Soundtracking System for Text-to-Speech Audiobooks Interspeech 2022 An End-to-End Dialogue Summarization System for Sales Calls NAACL 2022 An Investigation of the (In)effectiveness of Counterfactually Augmented Data ACL 2022 A Pipeline for Generating, Annotating and Employing Synthetic Data for Real World Question Answering EMNLP 2022 ARGUABLY @ Causal News Corpus 2022: Contextually Augmented Language Models for Event Causality Identification EMNLP 2022 ArtiBoost: Boosting Articulated 3D Hand-Object Pose Estimation via Online Exploration and Synthesis CVPR 2022 Articulatory Synthesis for Data Augmentation in Phoneme Recognition Interspeech 2022 A simple but strong baseline for online continual learning: Repeated Augmented Rehearsal NeurIPS 2022 A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022 A Theory of PAC Learnability under Transformation Invariances NeurIPS 2022 Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data MIDL 2022 Audio-Visual Wake Word Spotting in MISP2021 Challenge: Dataset Release and Deep Analysis Interspeech 2022 Augmented Bio-SBERT: Improving Performance for Pairwise Sentence Tasks in Bio-medical Domain COLING 2022 Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ACL 2022 Augmenting Multi-Turn Text-to-SQL Datasets with Self-Play EMNLP 2022 Augmenting Training Data for Massive Semantic Matching Models in Low-Traffic E-commerce Stores NAACL 2022 Aug-NeRF: Training Stronger Neural Radiance Fields With Triple-Level Physically-Grounded Augmentations CVPR 2022 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective NeurIPS 2022 A Unified Dialogue User Simulator for Few-shot Data Augmentation EMNLP 2022 AutoCAD: Automatically Generate Counterfactuals for Mitigating Shortcut Learning EMNLP 2022 Automatically Discarding Straplines to Improve Data Quality for Abstractive News Summarization ACL 2022 Automatic Data Augmentation Selection and Parametrization in Contrastive Self-Supervised Speech Representation Learning Interspeech 2022 Automatic Summarization for Creative Writing: BART based Pipeline Method for Generating Summary of Movie Scripts COLING 2022 Auxiliary Learning with Joint Task and Data Scheduling ICML 2022