FilipN@LT-EDI-ACL2022-Detecting signs of Depression from Social Media: Examining the use of summarization methods as data augmentation for text classification May 1, 2022 Abstractive Text Summarization Classification
Code Code Available DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes May 1, 2022 Continual Pretraining Data Augmentation
— Unverified Seq2Path: Generating Sentiment Tuples as Paths of a Tree May 1, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
— Unverified AMR-DA: Data Augmentation by Abstract Meaning Representation May 1, 2022 Abstract Meaning Representation Data Augmentation
Code Code Available Convex Combination Consistency between Neighbors for Weakly-supervised Action Localization May 1, 2022 Action Localization Data Augmentation
Code Code Available The use of Data Augmentation as a technique for improving neural network accuracy in detecting fake news about COVID-19 May 1, 2022 Data Augmentation News Classification
— Unverified A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness May 1, 2022 Data Augmentation Deep Learning
— Unverified Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving May 1, 2022 4k Autonomous Driving
— Unverified Practice Makes a Solver Perfect: Data Augmentation for Math Word Problem Solvers Apr 30, 2022 Data Augmentation Diversity
Code Code Available Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI Apr 29, 2022 Data Augmentation graph construction
— Unverified COVID-Net US-X: Enhanced Deep Neural Network for Detection of COVID-19 Patient Cases from Convex Ultrasound Imaging Through Extended Linear-Convex Ultrasound Augmentation Learning Apr 29, 2022 Data Augmentation
Code Code Available Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation Apr 29, 2022 Data Augmentation Transfer Learning
— Unverified Improving robustness of language models from a geometry-aware perspective Apr 28, 2022 Data Augmentation
— Unverified A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION Apr 27, 2022 Audio Classification Data Augmentation
— Unverified Label Anchored Contrastive Learning for Language Understanding Apr 26, 2022 Benchmarking Contrastive Learning
— Unverified Deeper Insights into the Robustness of ViTs towards Common Corruptions Apr 26, 2022 Benchmarking Data Augmentation
— Unverified Reprint: a randomized extrapolation based on principal components for data augmentation Apr 26, 2022 Data Augmentation text-classification
Code Code Available Disambiguation of morpho-syntactic features of African American English -- the case of habitual be Apr 26, 2022 Data Augmentation
— Unverified Contrastive Learning for Knowledge Tracing Apr 25, 2022 Contrastive Learning Data Augmentation
Code Code Available Data augmentation and multimodal learning for predicting drug response in patient-derived xenografts from gene expressions and histology images Apr 25, 2022 Data Augmentation Drug Response Prediction
Code Code Available VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization Apr 25, 2022 Data Augmentation Out-of-Distribution Generalization
— Unverified EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification Apr 24, 2022 Data Augmentation Diversity
Code Code Available Universum-inspired Supervised Contrastive Learning Apr 22, 2022 Contrastive Learning Data Augmentation
Code Code Available TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla Apr 21, 2022 Data Augmentation
— Unverified SoftEdge: Regularizing Graph Classification with Random Soft Edges Apr 21, 2022 Classification Data Augmentation
— Unverified The 2021 NIST Speaker Recognition Evaluation Apr 21, 2022 Data Augmentation Face Recognition
— Unverified Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation Apr 21, 2022 Data Augmentation text-to-speech
— Unverified Fast AdvProp Apr 21, 2022 Data Augmentation object-detection
Code Code Available SelfD: Self-Learning Large-Scale Driving Policies From the Web Apr 21, 2022 Data Augmentation Decision Making
— Unverified The NIST CTS Speaker Recognition Challenge Apr 21, 2022 Data Augmentation Speaker Recognition
— Unverified Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation Apr 21, 2022 Data Augmentation Self-Supervised Learning
— Unverified A Mobile Food Recognition System for Dietary Assessment Apr 20, 2022 Data Augmentation Food Recognition
— Unverified Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies Apr 19, 2022 Data Augmentation Diversity
— Unverified Multi-level Cross-view Contrastive Learning for Knowledge-aware Recommender System Apr 19, 2022 Contrastive Learning Data Augmentation
Code Code Available G2GT: Retrosynthesis Prediction with Graph to Graph Attention Neural Network and Self-Training Apr 19, 2022 Data Augmentation Decoder
Code Code Available Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models Apr 19, 2022 Data Augmentation Domain Adaptation
— Unverified Image Data Augmentation for Deep Learning: A Survey Apr 19, 2022 Data Augmentation Deep Learning
— Unverified Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models Apr 18, 2022 Data Augmentation Ensemble Learning
— Unverified Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue Apr 18, 2022 Contrastive Learning Data Augmentation
— Unverified UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language Apr 18, 2022 Binary Classification Data Augmentation
— Unverified Extracting Targeted Training Data from ASR Models, and How to Mitigate It Apr 18, 2022 Data Augmentation
— Unverified Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology Apr 18, 2022 Binary Classification Classification
— Unverified UTNLP at SemEval-2022 Task 6: A Comparative Analysis of Sarcasm Detection Using Generative-based and Mutation-based Data Augmentation Apr 18, 2022 Data Augmentation Sarcasm Detection
Code Code Available A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension Apr 17, 2022 Data Augmentation Referring Expression
Code Code Available AFSC: Adaptive Fourier Space Compression for Anomaly Detection Apr 17, 2022 Anomaly Detection Data Augmentation
— Unverified UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio Apr 16, 2022 Data Augmentation Ensemble Learning
— Unverified A Robust and Scalable Attention Guided Deep Learning Framework for Movement Quality Assessment Apr 16, 2022 Data Augmentation
— Unverified A Contrastive Cross-Channel Data Augmentation Framework for Aspect-based Sentiment Analysis Apr 16, 2022 Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA)
Code Code Available STRATA: Word Boundaries & Phoneme Recognition From Continuous Urdu Speech using Transfer Learning, Attention, & Data Augmentation Apr 16, 2022 Data Augmentation Phoneme Recognition
— Unverified Perfectly Balanced: Improving Transfer and Robustness of Supervised Contrastive Learning Apr 15, 2022 Contrastive Learning Data Augmentation
Code Code Available 