Browse State-of-the-Art › Data Augmentation › Papers, page 56

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 56 of 84: papers 5,501 to 5,600 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.

• Simple and Effective Augmentation Methods for CSI Based Indoor Localization
  19 Nov 2022 0 repositories listed
• 3d human motion generation from the text via gesture action classification and the autoregressive model
  18 Nov 2022 0 repositories listed
• FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
  18 Nov 2022 0 repositories listed
• IEEE Big Data Cup 2022: Privacy Preserving Matching of Encrypted Images with Deep Learning
  18 Nov 2022 0 repositories listed
• Back-Translation-Style Data Augmentation for Mandarin Chinese Polyphone Disambiguation
  17 Nov 2022 0 repositories listed
• Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation
  17 Nov 2022 0 repositories listed
• Consecutive Question Generation via Dynamic Multitask Learning
  16 Nov 2022 0 repositories listed
• Improving Speech Emotion Recognition with Unsupervised Speaking Style Transfer
  16 Nov 2022 0 repositories listed
• Exploring Supervised Machine Learning for Multi-Phase Identification and Quantification from Powder X-Ray Diffraction Spectra
  16 Nov 2022 0 repositories listed
• TSMind: Alibaba and Soochow University's Submission to the WMT22 Translation Suggestion Task
  16 Nov 2022 0 repositories listed
• Classification of the Cervical Vertebrae Maturation (CVM) stages Using the Tripod Network
  15 Nov 2022 0 repositories listed
• DeepRGVP: A Novel Microstructure-Informed Supervised Contrastive Learning Framework for Automated Identification Of The Retinogeniculate Pathway Using dMRI Tractography
  15 Nov 2022 0 repositories listed
• Local Magnification for Data and Feature Augmentation
  15 Nov 2022 0 repositories listed
• Spatially Exclusive Pasting: A General Data Augmentation for the Polyp Segmentation
  15 Nov 2022 0 repositories listed
• A deep learning framework to generate realistic population and mobility data
  14 Nov 2022 0 repositories listed
• Boosting Semi-Supervised 3D Object Detection with Semi-Sampling
  14 Nov 2022 0 repositories listed
• Hand gesture recognition using 802.11ad mmWave sensor in the mobile device
  14 Nov 2022 0 repositories listed
• Language Agnostic Code-Mixing Data Augmentation by Predicting Linguistic Patterns
  14 Nov 2022 0 repositories listed
• Robustifying Deep Vision Models Through Shape Sensitization
  14 Nov 2022 0 repositories listed
• The Potential of Neural Speech Synthesis-based Data Augmentation for Personalized Speech Enhancement
  14 Nov 2022 0 repositories listed
• Towards Robust Numerical Question Answering: Diagnosing Numerical Capabilities of NLP Systems
  14 Nov 2022 0 repositories listed
• Adversarial and Random Transformations for Robust Domain Adaptation and Generalization
  13 Nov 2022 0 repositories listed
• Textual Data Augmentation for Patient Outcomes Prediction
  13 Nov 2022 0 repositories listed
• Improving the Robustness of DistilHuBERT to Unseen Noisy Conditions via Data Augmentation, Curriculum Learning, and Multi-Task Enhancement
  12 Nov 2022 0 repositories listed
• Age Prediction Performance Varies Across Deep, Superficial, and Cerebellar White Matter Connections
  11 Nov 2022 0 repositories listed
• Masked Contrastive Representation Learning
  11 Nov 2022 0 repositories listed
• Impact of Adversarial Training on Robustness and Generalizability of Language Models
  10 Nov 2022 0 repositories listed
• Scalable Modular Synthetic Data Generation for Advancing Aerial Autonomy
  10 Nov 2022 0 repositories listed
• A Comparative Study of Data Augmentation Techniques for Deep Learning Based Emotion Recognition
  9 Nov 2022 0 repositories listed
• Cold Start Streaming Learning for Deep Networks
  9 Nov 2022 0 repositories listed
• Combination of multiple neural networks using transfer learning and extensive geometric data augmentation for assessing cellularity scores in histopathology images
  9 Nov 2022 0 repositories listed
• Extending Temporal Data Augmentation for Video Action Recognition
  9 Nov 2022 0 repositories listed
• Training self-supervised peptide sequence models on artificially chopped proteins
  9 Nov 2022 0 repositories listed
• Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding
  7 Nov 2022 0 repositories listed
• Using Deep Mixture-of-Experts to Detect Word Meaning Shift for TempoWiC
  7 Nov 2022 0 repositories listed
• Contrastive Weighted Learning for Near-Infrared Gaze Estimation
  6 Nov 2022 0 repositories listed
• Improved Techniques for the Conditional Generative Augmentation of Clinical Audio Data
  5 Nov 2022 0 repositories listed
• Adversarial Data Augmentation Using VAE-GAN for Disordered Speech Recognition
  3 Nov 2022 0 repositories listed
• Evaluating a Synthetic Image Dataset Generated with Stable Diffusion
  3 Nov 2022 0 repositories listed
• From Spelling to Grammar: A New Framework for Chinese Grammatical Error Correction
  3 Nov 2022 0 repositories listed
• ImageNet-X: Understanding Model Mistakes with Factor of Variation Annotations
  3 Nov 2022 0 repositories listed
• Using U-Net Network for Efficient Brain Tumor Segmentation in MRI Images
  3 Nov 2022 0 repositories listed
• Joint Data and Feature Augmentation for Self-Supervised Representation Learning on Point Clouds
  2 Nov 2022 0 repositories listed
• Spatial Reasoning for Few-Shot Object Detection
  2 Nov 2022 0 repositories listed
• SpeechBlender: Speech Augmentation Framework for Mispronunciation Data Generation
  2 Nov 2022 0 repositories listed
• Style Augmentation improves Medical Image Segmentation
  2 Nov 2022 0 repositories listed
• Unsupervised Syntactically Controlled Paraphrase Generation with Abstract Meaning Representations
  2 Nov 2022 0 repositories listed
• Augmentation Invariant Manifold Learning
  1 Nov 2022 0 repositories listed
• CrowNER at Rocling 2022 Shared Task: NER using MacBERT and Adversarial Training
  1 Nov 2022 0 repositories listed
• Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images
  31 Oct 2022 0 repositories listed
• Exploring Train and Test-Time Augmentations for Audio-Language Learning
  31 Oct 2022 0 repositories listed
• SAGE: Saliency-Guided Mixup with Optimal Rearrangements
  31 Oct 2022 0 repositories listed
• Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
  29 Oct 2022 0 repositories listed
• Diverse Parallel Data Synthesis for Cross-Database Adaptation of Text-to-SQL Parsers
  29 Oct 2022 0 repositories listed
• FUSSL: Fuzzy Uncertain Self Supervised Learning
  28 Oct 2022 0 repositories listed
• Anomaly Detection in Additive Manufacturing Processes using Supervised Classification with Imbalanced Sensor Data based on Generative Adversarial Network
  28 Oct 2022 0 repositories listed
• Random Utterance Concatenation Based Data Augmentation for Improving Short-video Speech Recognition
  28 Oct 2022 0 repositories listed
• Rawgment: Noise-Accounted RAW Augmentation Enables Recognition in a Wide Variety of Environments
  28 Oct 2022 0 repositories listed
• An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design
  27 Oct 2022 0 repositories listed
• Bridging the visual gap in VLN via semantically richer instructions
  27 Oct 2022 0 repositories listed
• A Generic Shared Attention Mechanism for Various Backbone Neural Networks
  27 Oct 2022 0 repositories listed
• Make More of Your Data: Minimal Effort Data Augmentation for Automatic Speech Recognition and Translation
  27 Oct 2022 0 repositories listed
• ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data
  27 Oct 2022 0 repositories listed
• Towards customizable reinforcement learning agents: Enabling preference specification through online vocabulary expansion
  27 Oct 2022 0 repositories listed
• Automatic Diagnosis of Myocarditis Disease in Cardiac MRI Modality using Deep Transformers and Explainable Artificial Intelligence
  26 Oct 2022 0 repositories listed
• In search of strong embedding extractors for speaker diarisation
  26 Oct 2022 0 repositories listed
• Long-tailed Food Classification
  26 Oct 2022 0 repositories listed
• TuneUp: A Simple Improved Training Strategy for Graph Neural Networks
  26 Oct 2022 0 repositories listed
• 'A net for everyone': fully personalized and unsupervised neural networks trained with longitudinal data from a single patient
  25 Oct 2022 0 repositories listed
• Learning to Augment via Implicit Differentiation for Domain Generalization
  25 Oct 2022 0 repositories listed
• On Robust Incremental Learning over Many Multilingual Steps
  25 Oct 2022 0 repositories listed
• The Curious Case of Benign Memorization
  25 Oct 2022 0 repositories listed
• Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding
  25 Oct 2022 0 repositories listed
• Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
  24 Oct 2022 0 repositories listed
• Efficiently Trained Low-Resource Mongolian Text-to-Speech System Based On FullConv-TTS
  24 Oct 2022 0 repositories listed
• GradMix for nuclei segmentation and classification in imbalanced pathology image datasets
  24 Oct 2022 0 repositories listed
• LidarAugment: Searching for Scalable 3D LiDAR Data Augmentations
  24 Oct 2022 0 repositories listed
• Non-Contrastive Learning-based Behavioural Biometrics for Smart IoT Devices
  24 Oct 2022 0 repositories listed
• PseudoAugment: Learning to Use Unlabeled Data for Data Augmentation in Point Clouds
  24 Oct 2022 0 repositories listed
• Sufficient Invariant Learning for Distribution Shift
  24 Oct 2022 0 repositories listed
• Data Augmentation for Automated Essay Scoring using Transformer Models
  23 Oct 2022 0 repositories listed
• Face Emotion Recognization Using Dataset Augmentation Based on Neural Network
  23 Oct 2022 0 repositories listed
• Realistic Data Augmentation Framework for Enhancing Tabular Reasoning
  23 Oct 2022 0 repositories listed
• EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching
  22 Oct 2022 0 repositories listed
• Boomerang: Local sampling on image manifolds using diffusion models
  21 Oct 2022 0 repositories listed
• Iterative collaborative routing among equivariant capsules for transformation-robust capsule networks
  20 Oct 2022 0 repositories listed
• Learning and Retrieval from Prior Data for Skill-based Imitation Learning
  20 Oct 2022 0 repositories listed
• Towards Better Guided Attention and Human Knowledge Insertion in Deep Convolutional Neural Networks
  20 Oct 2022 0 repositories listed
• Controller-Guided Partial Label Consistency Regularization with Unlabeled Data
  20 Oct 2022 0 repositories listed
• Backdoor Attack and Defense in Federated Generative Adversarial Network-based Medical Image Synthesis
  19 Oct 2022 0 repositories listed
• Data-Augmented Counterfactual Learning for Bundle Recommendation
  19 Oct 2022 0 repositories listed
• Entity-to-Text based Data Augmentation for various Named Entity Recognition Tasks
  19 Oct 2022 0 repositories listed
• G-Augment: Searching for the Meta-Structure of Data Augmentation Policies for ASR
  19 Oct 2022 0 repositories listed
• Supervised Contrastive Learning with Tree-Structured Parzen Estimator Bayesian Optimization for Imbalanced Tabular Data
  19 Oct 2022 0 repositories listed
• Bag of Tricks for Developing Diabetic Retinopathy Analysis Framework to Overcome Data Scarcity
  18 Oct 2022 0 repositories listed
• Output Feedback Tube MPC-Guided Data Augmentation for Robust, Efficient Sensorimotor Policy Learning
  18 Oct 2022 0 repositories listed
• Cutting-Splicing data augmentation: A novel technology for medical image segmentation
  17 Oct 2022 0 repositories listed
• Language-agnostic Code-Switching in Sequence-To-Sequence Speech Recognition
  17 Oct 2022 0 repositories listed
• Multi-Agent Automated Machine Learning
  17 Oct 2022 0 repositories listed
• LeVoice ASR Systems for the ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge
  14 Oct 2022 0 repositories listed