Browse State-of-the-Art › Data Augmentation › Papers, page 61

Data Augmentation

Papers archive 2025-07-28

archive papers tagged: 8,378 · with a code link: 3,225 · where Syntology ran a sample: 692 (567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (692 of 8,378 tagged: 567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 61 of 84: papers 6,001 to 6,100 of 8,378, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Clozer”:" Adaptable Data Augmentation for Cloze-style Reading Comprehension
  1 May 2022 0 repositories listed
• Continuing Pre-trained Model with Multiple Training Strategies for Emotional Classification
  1 May 2022 0 repositories listed
• Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue
  1 May 2022 0 repositories listed
• Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection
  1 May 2022 0 repositories listed
• DD-TIG at Constraint@ACL2022: Multimodal Understanding and Reasoning for Role Labeling of Entities in Hateful Memes
  1 May 2022 0 repositories listed
• DE-ABUSE@TamilNLP-ACL 2022: Transliteration as Data Augmentation for Abuse Detection in Tamil
  1 May 2022 0 repositories listed
• De-Bias for Generative Extraction in Unified NER Task
  1 May 2022 0 repositories listed
• Decoding Part-of-Speech from Human EEG Signals
  1 May 2022 0 repositories listed
• Disambiguation of morpho-syntactic features of African American English – the case of habitual be
  1 May 2022 0 repositories listed
• Horses to Zebras: Ontology-Guided Data Augmentation and Synthesis for ICD-9 Coding
  1 May 2022 0 repositories listed
• Improving Chinese Grammatical Error Detection via Data augmentation by Conditional Error Generation
  1 May 2022 0 repositories listed
• Improving Machine Translation Formality Control with Weakly-Labelled Data Augmentation and Post Editing Strategies
  1 May 2022 0 repositories listed
• Improving Model Performance and Removing the Class Imbalance Problem Using Augmentation
  1 May 2022 0 repositories listed
• Learning with Limited Text Data
  1 May 2022 0 repositories listed
• Measuring and Mitigating Name Biases in Neural Machine Translation
  1 May 2022 0 repositories listed
• Nozza@LT-EDI-ACL2022: Ensemble Modeling for Homophobia and Transphobia Detection
  1 May 2022 0 repositories listed
• On the Impact of Data Augmentation on Downstream Performance in Natural Language Processing
  1 May 2022 0 repositories listed
• One Wug, Two Wug+s Transformer Inflection Models Hallucinate Affixes
  1 May 2022 0 repositories listed
• Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices
  1 May 2022 0 repositories listed
• Resnet18 Model With Sequential Layer For Computing Accuracy On Image Classification Dataset
  1 May 2022 0 repositories listed
• Retrieval Data Augmentation Informed by Downstream Question Answering Performance
  1 May 2022 0 repositories listed
• Seq2Path: Generating Sentiment Tuples as Paths of a Tree
  1 May 2022 0 repositories listed
• Simple Semantic-based Data Augmentation for Named Entity Recognition in Biomedical Texts
  1 May 2022 0 repositories listed
• The use of Data Augmentation as a technique for improving neural network accuracy in detecting fake news about COVID-19
  1 May 2022 0 repositories listed
• The Xiaomi Text-to-Text Simultaneous Speech Translation System for IWSLT 2022
  1 May 2022 0 repositories listed
• The YiTrans Speech Translation System for IWSLT 2022 Offline Shared Task
  1 May 2022 0 repositories listed
• Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving
  1 May 2022 0 repositories listed
• Human-in-the-loop online multi-agent approach to increase trustworthiness in ML models through trust scores and data augmentation
  29 Apr 2022 0 repositories listed
• Self-Aware Feedback-Based Self-Learning in Large-Scale Conversational AI
  29 Apr 2022 0 repositories listed
• Improving robustness of language models from a geometry-aware perspective
  28 Apr 2022 0 repositories listed
• A DOMAIN TRANSFER BASED DATA AUGMENTATION METHOD FOR AUTOMATED RESPIRATORY CLASSIFICATION
  27 Apr 2022 0 repositories listed
• Deeper Insights into the Robustness of ViTs towards Common Corruptions
  26 Apr 2022 0 repositories listed
• Disambiguation of morpho-syntactic features of African American English -- the case of habitual be
  26 Apr 2022 0 repositories listed
• Label Anchored Contrastive Learning for Language Understanding
  26 Apr 2022 0 repositories listed
• VITA: A Multi-Source Vicinal Transfer Augmentation Method for Out-of-Distribution Generalization
  25 Apr 2022 0 repositories listed
• Cross-Speaker Emotion Transfer for Low-Resource Text-to-Speech Using Non-Parallel Voice Conversion with Pitch-Shift Data Augmentation
  21 Apr 2022 0 repositories listed
• Learnable Model Augmentation Self-Supervised Learning for Sequential Recommendation
  21 Apr 2022 0 repositories listed
• SelfD: Self-Learning Large-Scale Driving Policies From the Web
  21 Apr 2022 0 repositories listed
• SoftEdge: Regularizing Graph Classification with Random Soft Edges
  21 Apr 2022 0 repositories listed
• TEAM-Atreides at SemEval-2022 Task 11: On leveraging data augmentation and ensemble to recognize complex Named Entities in Bangla
  21 Apr 2022 0 repositories listed
• The 2021 NIST Speaker Recognition Evaluation
  21 Apr 2022 0 repositories listed
• The NIST CTS Speaker Recognition Challenge
  21 Apr 2022 0 repositories listed
• A Mobile Food Recognition System for Dietary Assessment
  20 Apr 2022 0 repositories listed
• Augmentation of Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models
  19 Apr 2022 0 repositories listed
• Image Data Augmentation for Deep Learning: A Survey
  19 Apr 2022 0 repositories listed
• Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies
  19 Apr 2022 0 repositories listed
• Adaptive Noisy Data Augmentation for Regularized Estimation and Inference in Generalized Linear Models
  18 Apr 2022 0 repositories listed
• Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology
  18 Apr 2022 0 repositories listed
• Extracting Targeted Training Data from ASR Models, and How to Mitigate It
  18 Apr 2022 0 repositories listed
• Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue
  18 Apr 2022 0 repositories listed
• UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language
  18 Apr 2022 0 repositories listed
• AFSC: Adaptive Fourier Space Compression for Anomaly Detection
  17 Apr 2022 0 repositories listed
• A Robust and Scalable Attention Guided Deep Learning Framework for Movement Quality Assessment
  16 Apr 2022 0 repositories listed
• STRATA: Word Boundaries & Phoneme Recognition From Continuous Urdu Speech using Transfer Learning, Attention, & Data Augmentation
  16 Apr 2022 0 repositories listed
• UFRC: A Unified Framework for Reliable COVID-19 Detection on Crowdsourced Cough Audio
  16 Apr 2022 0 repositories listed
• CILDA: Contrastive Data Augmentation using Intermediate Layer Knowledge Distillation
  15 Apr 2022 0 repositories listed
• DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling
  15 Apr 2022 0 repositories listed
• OmniPD: One-Step Person Detection in Top-View Omnidirectional Indoor Scenes
  14 Apr 2022 0 repositories listed
• Qtrade AI at SemEval-2022 Task 11: An Unified Framework for Multilingual NER Task
  14 Apr 2022 0 repositories listed
• Robotic and Generative Adversarial Attacks in Offline Writer-independent Signature Verification
  14 Apr 2022 0 repositories listed
• Call-sign recognition and understanding for noisy air-traffic transcripts using surveillance information
  13 Apr 2022 0 repositories listed
• Impossible Triangle: What's Next for Pre-trained Language Models?
  13 Apr 2022 0 repositories listed
• WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma
  13 Apr 2022 0 repositories listed
• Overlapping Word Removal is All You Need: Revisiting Data Imbalance in Hope Speech Detection
  12 Apr 2022 0 repositories listed
• Auditory-Based Data Augmentation for End-to-End Automatic Speech Recognition
  8 Apr 2022 0 repositories listed
• Frequency Selective Augmentation for Video Representation Learning
  8 Apr 2022 0 repositories listed
• CoCoSoDa: Effective Contrastive Learning for Code Search
  7 Apr 2022 0 repositories listed
• Multi-Sample ζ-mixup: Richer, More Realistic Synthetic Samples from a p-Series Interpolant
  7 Apr 2022 0 repositories listed
• The Effects of Regularization and Data Augmentation are Class Dependent
  7 Apr 2022 0 repositories listed
• Banana Sub-Family Classification and Quality Prediction using Computer Vision
  6 Apr 2022 0 repositories listed
• Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization
  6 Apr 2022 0 repositories listed
• Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
  6 Apr 2022 0 repositories listed
• Using Synthetic Data for Conversational Response Generation in Low-resource Settings
  6 Apr 2022 0 repositories listed
• Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition
  5 Apr 2022 0 repositories listed
• Learning Linear Symmetries in Data Using Moment Matching
  4 Apr 2022 0 repositories listed
• A Dual-Contrastive Framework for Low-Resource Cross-Lingual Named Entity Recognition
  2 Apr 2022 0 repositories listed
• Learning to Augment for Casual User Recommendation
  2 Apr 2022 0 repositories listed
• CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection
  1 Apr 2022 0 repositories listed
• ObjectMix: Data Augmentation by Copy-Pasting Objects in Videos for Action Recognition
  1 Apr 2022 0 repositories listed
• Selecting task with optimal transport self-supervised learning for few-shot classification
  1 Apr 2022 0 repositories listed
• SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks
  1 Apr 2022 0 repositories listed
• Text-To-Speech Data Augmentation for Low Resource Speech Recognition
  1 Apr 2022 0 repositories listed
• A Survey of Robust 3D Object Detection Methods in Point Clouds
  31 Mar 2022 0 repositories listed
• SimVQA: Exploring Simulated Environments for Visual Question Answering
  31 Mar 2022 0 repositories listed
• SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy
  31 Mar 2022 0 repositories listed
• Clozer: Adaptable Data Augmentation for Cloze-style Reading Comprehension
  30 Mar 2022 0 repositories listed
• Federated Domain Adaptation for ASR with Full Self-Supervision
  30 Mar 2022 0 repositories listed
• Learning Instance-Specific Adaptation for Cross-Domain Segmentation
  30 Mar 2022 0 repositories listed
• Semi-Supervised Learning of Semantic Correspondence with Pseudo-Labels
  30 Mar 2022 0 repositories listed
• Supervised Graph Contrastive Learning for Few-shot Node Classification
  29 Mar 2022 0 repositories listed
• Improving Generalization of Deep Neural Network Acoustic Models with Length Perturbation and N-best Based Label Smoothing
  29 Mar 2022 0 repositories listed
• Improving Persian Relation Extraction Models by Data Augmentation
  29 Mar 2022 0 repositories listed
• Neural representation of a time optimal, constant acceleration rendezvous
  29 Mar 2022 0 repositories listed
• Physics-informed deep-learning applications to experimental fluid mechanics
  29 Mar 2022 0 repositories listed
• Improved singing voice separation with chromagram-based pitch-aware remixing
  28 Mar 2022 0 repositories listed
• Leveraging Clinically Relevant Biometric Constraints To Supervise A Deep Learning Model For The Accurate Caliper Placement To Obtain Sonographic Measurements Of The Fetal Brain
  28 Mar 2022 0 repositories listed
• Robust Speaker Recognition with Transformers Using wav2vec 2.0
  28 Mar 2022 0 repositories listed
• Towards physiology-informed data augmentation for EEG-based BCIs
  27 Mar 2022 0 repositories listed
• A Spiking Neural Network based on Neural Manifold for Augmenting Intracortical Brain-Computer Interface Data
  26 Mar 2022 0 repositories listed
• Data Augmentation Strategies for Improving Sequential Recommender Systems
  26 Mar 2022 0 repositories listed