Browse State-of-the-Art › Data Augmentation › Papers, page 63

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 63 of 84: papers 6,201 to 6,300 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.

• LiDAR dataset distillation within bayesian active learning framework: Understanding the effect of data augmentation
  6 Feb 2022 0 repositories listed
• Exemplar-Based Contrastive Self-Supervised Learning with Few-Shot Class Incremental Learning
  5 Feb 2022 0 repositories listed
• Bootstrapped Representation Learning for Skeleton-Based Action Recognition
  4 Feb 2022 0 repositories listed
• Fairness for Text Classification Tasks with Identity Information Data Augmentation Methods
  4 Feb 2022 0 repositories listed
• Multi-Output Gaussian Process-Based Data Augmentation for Multi-Building and Multi-Floor Indoor Localization
  4 Feb 2022 0 repositories listed
• The CUHK-TENCENT speaker diarization system for the ICASSP 2022 multi-channel multi-party meeting transcription challenge
  4 Feb 2022 0 repositories listed
• A benchmark of state-of-the-art sound event detection systems evaluated on synthetic soundscapes
  3 Feb 2022 0 repositories listed
• The RoyalFlush System of Speech Recognition for M2MeT Challenge
  3 Feb 2022 0 repositories listed
• NoisyMix: Boosting Model Robustness to Common Corruptions
  2 Feb 2022 0 repositories listed
• Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls
  1 Feb 2022 0 repositories listed
• Deep Learning in fNIRS: A review
  31 Jan 2022 0 repositories listed
• Efficient Embedding of Semantic Similarity in Control Policies via Entangled Bisimulation
  28 Jan 2022 0 repositories listed
• Improving End-to-End Models for Set Prediction in Spoken Language Understanding
  28 Jan 2022 0 repositories listed
• Synthesizing Dysarthric Speech Using Multi-talker TTS for Dysarthric Speech Recognition
  27 Jan 2022 0 repositories listed
• Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images
  26 Jan 2022 0 repositories listed
• Recency Dropout for Recurrent Recommender Systems
  26 Jan 2022 0 repositories listed
• Cardiac Disease Diagnosis on Imbalanced Electrocardiography Data Through Optimal Transport Augmentation
  25 Jan 2022 0 repositories listed
• A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification
  24 Jan 2022 0 repositories listed
• On-Device Learning with Cloud-Coordinated Data Augmentation for Extreme Model Personalization in Recommender Systems
  24 Jan 2022 0 repositories listed
• Synthetic speech detection using meta-learning with prototypical loss
  24 Jan 2022 0 repositories listed
• Fair Node Representation Learning via Adaptive Data Augmentation
  21 Jan 2022 0 repositories listed
• VIPriors 2: Visual Inductive Priors for Data-Efficient Deep Learning Challenges
  21 Jan 2022 0 repositories listed
• Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
  20 Jan 2022 0 repositories listed
• Accelerating Representation Learning with View-Consistent Dynamics in Data-Efficient Reinforcement Learning
  18 Jan 2022 0 repositories listed
• Boosting Robustness of Image Matting with Context Assembling and Strong Data Augmentation
  18 Jan 2022 0 repositories listed
• MODALS: Data augmentation that works for everyone
  17 Jan 2022 0 repositories listed
• Data Augmentation for Biomedical Factoid Question Answering
  16 Jan 2022 0 repositories listed
• Data Augmentation for Low-Resource Dialogue Summarization
  16 Jan 2022 0 repositories listed
• DG2: Data Augmentation Through Document Grounded Dialogue Generation
  16 Jan 2022 0 repositories listed
• Enhancing Robustness in Aspect-based Sentiment Analysis by Better Exploiting Data Augmentation
  16 Jan 2022 0 repositories listed
• Improving Data Augmentation in Low-resource Question Answering with Active Learning in Multiple Stages
  16 Jan 2022 0 repositories listed
• Improving negation detection with negation-focused pre-training
  16 Jan 2022 0 repositories listed
• Improving Robustness in Multilingual Machine Translation via Data Augmentation
  16 Jan 2022 0 repositories listed
• Label-guided Data Augmentation for Prompt-based Few Shot Learners
  16 Jan 2022 0 repositories listed
• Non-Autoregressive Neural Machine Translation with Consistency Regularization Optimized Variational Framework
  16 Jan 2022 0 repositories listed
• Product Answer Generation from Heterogeneous Sources: A New Benchmark and Best Practices
  16 Jan 2022 0 repositories listed
• Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies
  16 Jan 2022 0 repositories listed
• Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning
  16 Jan 2022 0 repositories listed
• Sentence-Level Resampling for Named Entity Recognition
  16 Jan 2022 0 repositories listed
• SUBS: Subtree Substitution for Compositional Semantic Parsing
  16 Jan 2022 0 repositories listed
• Recent Progress in the CUHK Dysarthric Speech Recognition System
  15 Jan 2022 0 repositories listed
• ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
  14 Jan 2022 0 repositories listed
• Investigation of Data Augmentation Techniques for Disordered Speech Recognition
  14 Jan 2022 0 repositories listed
• Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition
  14 Jan 2022 0 repositories listed
• VoLux-GAN: A Generative Model for 3D Face Synthesis with HDRI Relighting
  13 Jan 2022 0 repositories listed
• A study on cross-corpus speech emotion recognition and data augmentation
  10 Jan 2022 0 repositories listed
• Avoiding Overfitting: A Survey on Regularization Methods for Convolutional Neural Networks
  10 Jan 2022 0 repositories listed
• Iterative training of robust k-space interpolation networks for improved image reconstruction with limited scan specific training samples
  10 Jan 2022 0 repositories listed
• MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images
  10 Jan 2022 0 repositories listed
• Textual Data Augmentation for Arabic-English Code-Switching Speech Recognition
  7 Jan 2022 0 repositories listed
• GenLabel: Mixup Relabeling using Generative Models
  7 Jan 2022 0 repositories listed
• Semantic-based Data Augmentation for Math Word Problems
  7 Jan 2022 0 repositories listed
• Multi-Grid Redundant Bounding Box Annotation for Accurate Object Detection
  5 Jan 2022 0 repositories listed
• Data Augmentation for Depression Detection Using Skeleton-Based Gait Information
  4 Jan 2022 0 repositories listed
• FROTE: Feedback Rule-Driven Oversampling for Editing Models
  4 Jan 2022 0 repositories listed
• Learning to Generate Novel Classes for Deep Metric Learning
  4 Jan 2022 0 repositories listed
• Which Student is Best? A Comprehensive Knowledge Distillation Exam for Task-Specific BERT Models
  3 Jan 2022 0 repositories listed
• Distillation Using Oracle Queries for Transformer-Based Human-Object Interaction Detection
  1 Jan 2022 0 repositories listed
• LIFT: Learning 4D LiDAR Image Fusion Transformer for 3D Object Detection
  1 Jan 2022 0 repositories listed
• Modality-Agnostic Learning for Radar-Lidar Fusion in Vehicle Detection
  1 Jan 2022 0 repositories listed
• SS3D: Sparsely-Supervised 3D Object Detection From Point Cloud
  1 Jan 2022 0 repositories listed
• Evaluating Deep Music Generation Methods Using Data Augmentation
  31 Dec 2021 0 repositories listed
• Towards Robustness of Neural Networks
  30 Dec 2021 0 repositories listed
• LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  28 Dec 2021 0 repositories listed
• Generation of Synthetic Rat Brain MRI scans with a 3D Enhanced Alpha-GAN
  27 Dec 2021 0 repositories listed
• Multi-Variant Consistency based Self-supervised Learning for Robust Automatic Speech Recognition
  23 Dec 2021 0 repositories listed
• Self-Supervised Graph Representation Learning for Neuronal Morphologies
  23 Dec 2021 0 repositories listed
• TOD-DA: Towards Boosting the Robustness of Task-oriented Dialogue Modeling on Spoken Conversations
  23 Dec 2021 0 repositories listed
• Crash Data Augmentation Using Conditional Generative Adversarial Networks (CGAN) for Improving Safety Performance Functions
  21 Dec 2021 0 repositories listed
• Improving Robustness with Image Filtering
  21 Dec 2021 0 repositories listed
• Data Augmentation for Mental Health Classification on Social Media
  19 Dec 2021 0 repositories listed
• Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey
  18 Dec 2021 0 repositories listed
• ALP: Data Augmentation using Lexicalized PCFGs for Few-Shot Text Classification
  16 Dec 2021 0 repositories listed
• Bioacoustic Event Detection with prototypical networks and data augmentation
  16 Dec 2021 0 repositories listed
• How to augment your ViTs? Consistency loss and StyleAug, a random style transfer augmentation
  16 Dec 2021 0 repositories listed
• Mitigating the Bias of Centered Objects in Common Datasets
  16 Dec 2021 0 repositories listed
• Multiple Instance Learning for Brain Tumor Detection from Magnetic Resonance Spectroscopy Data
  16 Dec 2021 0 repositories listed
• DG2: Data Augmentation Through Document Grounded Dialogue Generation
  15 Dec 2021 0 repositories listed
• Invariance Through Latent Alignment
  15 Dec 2021 0 repositories listed
• Handwritten text generation and strikethrough characters augmentation
  14 Dec 2021 0 repositories listed
• Improving COVID-19 CXR Detection with Synthetic Data Augmentation
  14 Dec 2021 0 repositories listed
• PM-MMUT: Boosted Phone-Mask Data Augmentation using Multi-Modeling Unit Training for Phonetic-Reduction-Robust E2E Speech Recognition
  13 Dec 2021 0 repositories listed
• Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation
  12 Dec 2021 0 repositories listed
• Interpolated Joint Space Adversarial Training for Robust and Generalizable Defenses
  12 Dec 2021 0 repositories listed
• Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT
  11 Dec 2021 0 repositories listed
• Learning Contraction Policies from Offline Data
  11 Dec 2021 0 repositories listed
• Layer-Parallel Training of Residual Networks with Auxiliary-Variable Networks
  10 Dec 2021 0 repositories listed
• Robust Information Retrieval for False Claims with Distracting Entities In Fact Extraction and Verification
  10 Dec 2021 0 repositories listed
• 3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection
  9 Dec 2021 0 repositories listed
• InvGAN: Invertible GANs
  8 Dec 2021 0 repositories listed
• Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization
  8 Dec 2021 0 repositories listed
• SIRfyN: Single Image Relighting from your Neighbors
  8 Dec 2021 0 repositories listed
• A systematic approach to random data augmentation on graph neural networks
  8 Dec 2021 0 repositories listed
• Generative Adversarial Networks for Labeled Acceleration Data Augmentation for Structural Damage Detection
  7 Dec 2021 0 repositories listed
• Physics guided deep learning generative models for crystal materials discovery
  7 Dec 2021 0 repositories listed
• ViewCLR: Learning Self-supervised Video Representation for Unseen Viewpoints
  7 Dec 2021 0 repositories listed
• 4DContrast: Contrastive Learning with Dynamic Correspondences for 3D Scene Understanding
  6 Dec 2021 0 repositories listed
• Encouraging Disentangled and Convex Representation with Controllable Interpolation Regularization
  6 Dec 2021 0 repositories listed
• SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation
  6 Dec 2021 0 repositories listed
• A Deep-Learning Intelligent System Incorporating Data Augmentation for Short-Term Voltage Stability Assessment of Power Systems
  5 Dec 2021 0 repositories listed