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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

Deep invariant networks with differentiable augmentation layers NeurIPS 2022 Deep Learning Approaches for Detecting Alzheimer’s Dementia from Conversational Speech of ILSE Study Interspeech 2022 Deep Visual Geo-Localization Benchmark CVPR 2022 Defending Against Image Corruptions Through Adversarial Augmentations ICLR 2022 DENT-DDSP: Data-efficient noisy speech generator using differentiable digital signal processors for explicit distortion modelling and noise-robust speech recognition Interspeech 2022 Detecting Tear Gas Canisters With Limited Training Data WACV 2022 Detecting the Role of an Entity in Harmful Memes: Techniques and their Limitations ACL 2022 DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022 Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022 Directional Self-Supervised Learning for Heavy Image Augmentations CVPR 2022 Disambiguation of morpho-syntactic features of African American English – the case of habitual be ACL 2022 Distillation Using Oracle Queries for Transformer-Based Human-Object Interaction Detection CVPR 2022 Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ACL 2022 Divide-and-Conquer Text Simplification by Scalable Data Enhancement EMNLP 2022 DMix: Adaptive Distance-aware Interpolative Mixup ACL 2022 Do deep networks transfer invariances across classes? ICLR 2022 Domain Specific Augmentations as Low Cost Teachers for Large Students AACL 2022 Don’t Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning IJCAI 2022 DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification COLING 2022 DropMix: A Textual Data Augmentation Combining Dropout with Mixup EMNLP 2022 DSM: Question Generation over Knowledge Base via Modeling Diverse Subgraphs with Meta-learner EMNLP 2022 DUCS at SemEval-2022 Task 6: Exploring Emojis and Sentiments for Sarcasm Detection SemEval 2022 DUTNLP Machine Translation System for WMT22 General MT Task EMNLP 2022 Dynamic Augmentation Data Selection for Few-shot Text Classification EMNLP 2022 Dynamic Nonlinear Mixup with Distance-based Sample Selection COLING 2022