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data augmentation

3,121 papers

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DA

Co-occurring keywords · papers mentioning both

text classification (291) large language model (225) transfer learning (160) image classification (150) representation learning (144) contrastive learning (141) domain adaptation (139) few-shot learning (138) semi-supervised learning (132) self-supervised learning (131)

Papers

New Datasets and Controllable Iterative Data Augmentation Method for Code-switching ASR Error Correction EMNLP 2023 nlpBDpatriots at BLP-2023 Task 2: A Transfer Learning Approach towards Bangla Sentiment Analysis EMNLP 2023 NLP-LISAC at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis via a Transformer-based Approach and Data Augmentation SemEval 2023 NLP-LTU at SemEval-2023 Task 10: The Impact of Data Augmentation and Semi-Supervised Learning Techniques on Text Classification Performance on an Imbalanced Dataset SemEval 2023 NLUBot101 at SemEval-2023 Task 3: An Augmented Multilingual NLI Approach Towards Online News Persuasion Techniques Detection SemEval 2023 No Reason for No Supervision: Improved Generalization in Supervised Models ICLR 2023 Object Detection With Self-Supervised Scene Adaptation CVPR 2023 On discrete symmetries of robotics systems: A group-theoretic and data-driven analysis RSS 2023 One-Shot Replay: Boosting Incremental Object Detection via Retrospecting One Object AAAI 2023 One-Shot Synthesis of Images and Segmentation Masks WACV 2023 On Pre-Training for Visuo-Motor Control: Revisiting a Learning-from-Scratch Baseline ICML 2023 On the Data-Efficiency with Contrastive Image Transformation in Reinforcement Learning ICLR 2023 On the robustness of wav2vec 2.0 based speaker recognition systems Interspeech 2023 Out-of-Domain Robustness via Targeted Augmentations ICML 2023 Over-Training with Mixup May Hurt Generalization ICLR 2023 Overview of the MEDIQA-Chat 2023 Shared Tasks on the Summarization & Generation of Doctor-Patient Conversations ACL 2023 ParaAMR: A Large-Scale Syntactically Diverse Paraphrase Dataset by AMR Back-Translation ACL 2023 Part Aware Contrastive Learning for Self-Supervised Action Recognition IJCAI 2023 PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification CVPR 2023 PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation EACL 2023 PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks ACL 2023 People Make Better Edits: Measuring the Efficacy of LLM-Generated Counterfactually Augmented Data for Harmful Language Detection EMNLP 2023 PESTO: A Post-User Fusion Network for Rumour Detection on Social Media ACL 2023 PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation ICML 2023 Planckian Jitter: countering the color-crippling effects of color jitter on self-supervised training ICLR 2023