Browse State-of-the-Art › Data Augmentation › Papers, page 68

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 68 of 84: papers 6,701 to 6,800 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.

• Paraphrasing via Ranking Many Candidates
  20 Jul 2021 0 repositories listed
• Optimal Resource Allocation for Serverless Queries
  19 Jul 2021 0 repositories listed
• Translatotron 2: High-quality direct speech-to-speech translation with voice preservation
  19 Jul 2021 0 repositories listed
• A Comparative Study of Deep Learning Classification Methods on a Small Environmental Microorganism Image Dataset (EMDS-6): from Convolutional Neural Networks to Visual Transformers
  16 Jul 2021 0 repositories listed
• A Survey on Deep Domain Adaptation and Tiny Object Detection Challenges, Techniques and Datasets
  16 Jul 2021 0 repositories listed
• Pseudo-labelling Enhanced Media Bias Detection
  16 Jul 2021 0 repositories listed
• An Efficient and Small Convolutional Neural Network for Pest Recognition -- ExquisiteNet
  15 Jul 2021 0 repositories listed
• A Graph Data Augmentation Strategy with Entropy Preservation
  13 Jul 2021 0 repositories listed
• Accenture at CheckThat! 2021: Interesting claim identification and ranking with contextually sensitive lexical training data augmentation
  12 Jul 2021 0 repositories listed
• DaCy: A Unified Framework for Danish NLP
  12 Jul 2021 0 repositories listed
• Fine-Grained AutoAugmentation for Multi-Label Classification
  12 Jul 2021 0 repositories listed
• BCNet: A Deep Convolutional Neural Network for Breast Cancer Grading
  11 Jul 2021 0 repositories listed
• DiCOVA-Net: Diagnosing COVID-19 using Acoustics based on Deep Residual Network for the DiCOVA Challenge 2021
  11 Jul 2021 0 repositories listed
• Noisy Training Improves E2E ASR for the Edge
  9 Jul 2021 0 repositories listed
• Seven Basic Expression Recognition Using ResNet-18
  9 Jul 2021 0 repositories listed
• Augmented Data as an Auxiliary Plug-in Towards Categorization of Crowdsourced Heritage Data
  8 Jul 2021 0 repositories listed
• Elastic deformation of optical coherence tomography images of diabetic macular edema for deep-learning models training: how far to go?
  8 Jul 2021 0 repositories listed
• A Survey of Uncertainty in Deep Neural Networks
  7 Jul 2021 0 repositories listed
• A Survey on Data Augmentation for Text Classification
  7 Jul 2021 0 repositories listed
• GAN-based Data Augmentation for Chest X-ray Classification
  7 Jul 2021 0 repositories listed
• Automatic size and pose homogenization with spatial transformer network to improve and accelerate pediatric segmentation
  6 Jul 2021 0 repositories listed
• Exploiting Single-Channel Speech For Multi-channel End-to-end Speech Recognition
  6 Jul 2021 0 repositories listed
• FloorLevel-Net: Recognizing Floor-Level Lines with Height-Attention-Guided Multi-task Learning
  6 Jul 2021 0 repositories listed
• Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa
  6 Jul 2021 0 repositories listed
• A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification
  3 Jul 2021 0 repositories listed
• Isotonic Data Augmentation for Knowledge Distillation
  3 Jul 2021 0 repositories listed
• Comparison of end-to-end neural network architectures and data augmentation methods for automatic infant motility assessment using wearable sensors
  2 Jul 2021 0 repositories listed
• Supervised Contrastive Learning for Accented Speech Recognition
  2 Jul 2021 0 repositories listed
• The USTC-NELSLIP Systems for Simultaneous Speech Translation Task at IWSLT 2021
  1 Jul 2021 0 repositories listed
• Zero-pronoun Data Augmentation for Japanese-to-English Translation
  1 Jul 2021 0 repositories listed
• Context-Aware Attention-Based Data Augmentation for POI Recommendation
  30 Jun 2021 0 repositories listed
• IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Task
  30 Jun 2021 0 repositories listed
• Tuning Mixed Input Hyperparameters on the Fly for Efficient Population Based AutoRL
  30 Jun 2021 0 repositories listed
• Generalization of Reinforcement Learning with Policy-Aware Adversarial Data Augmentation
  29 Jun 2021 0 repositories listed
• Digging Errors in NMT: Evaluating and Understanding Model Errors from Partial Hypothesis Space
  29 Jun 2021 0 repositories listed
• Deep Inertial Navigation using Continuous Domain Adaptation and Optimal Transport
  29 Jun 2021 0 repositories listed
• Are conditional GANs explicitly conditional?
  28 Jun 2021 0 repositories listed
• Dizygotic Conditional Variational AutoEncoder for Multi-Modal and Partial Modality Absent Few-Shot Learning
  28 Jun 2021 0 repositories listed
• On Improving an Already Competitive Segmentation Algorithm for the Cell Tracking Challenge - Lessons Learned
  28 Jun 2021 0 repositories listed
• Scalable Teacher Forcing Network for Semi-Supervised Large Scale Data Streams
  26 Jun 2021 0 repositories listed
• A Picture May Be Worth a Hundred Words for Visual Question Answering
  25 Jun 2021 0 repositories listed
• CADDA: Class-wise Automatic Differentiable Data Augmentation for EEG Signals
  25 Jun 2021 0 repositories listed
• Countering Adversarial Examples: Combining Input Transformation and Noisy Training
  25 Jun 2021 0 repositories listed
• Decomposed Mutual Information Estimation for Contrastive Representation Learning
  25 Jun 2021 0 repositories listed
• Partially fake it till you make it: mixing real and fake thermal images for improved object detection
  25 Jun 2021 0 repositories listed
• Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers
  25 Jun 2021 0 repositories listed
• On the (Un-)Avoidability of Adversarial Examples
  24 Jun 2021 0 repositories listed
• Where is the disease? Semi-supervised pseudo-normality synthesis from an abnormal image
  24 Jun 2021 0 repositories listed
• Recognising Biomedical Names: Challenges and Solutions
  23 Jun 2021 0 repositories listed
• Recurrent Coupled Topic Modeling over Sequential Documents
  23 Jun 2021 0 repositories listed
• Data Augmentation for Opcode Sequence Based Malware Detection
  22 Jun 2021 0 repositories listed
• Making Invisible Visible: Data-Driven Seismic Inversion with Spatio-temporally Constrained Data Augmentation
  22 Jun 2021 0 repositories listed
• Does Robustness Improve Fairness? Approaching Fairness with Word Substitution Robustness Methods for Text Classification
  21 Jun 2021 0 repositories listed
• Ensemble of ACCDOA- and EINV2-based Systems with D3Nets and Impulse Response Simulation for Sound Event Localization and Detection
  21 Jun 2021 0 repositories listed
• Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation
  21 Jun 2021 0 repositories listed
• Obstacle Detection for BVLOS Drones
  21 Jun 2021 0 repositories listed
• Learning a Facial Expression Embedding Disentangled From Identity
  19 Jun 2021 0 repositories listed
• LiDAR-Aug: A General Rendering-Based Augmentation Framework for 3D Object Detection
  19 Jun 2021 0 repositories listed
• MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training
  19 Jun 2021 0 repositories listed
• PointAugmenting: Cross-Modal Augmentation for 3D Object Detection
  19 Jun 2021 0 repositories listed
• Investigating the Role of Negatives in Contrastive Representation Learning
  18 Jun 2021 0 repositories listed
• Low Resource German ASR with Untranscribed Data Spoken by Non-native Children -- INTERSPEECH 2021 Shared Task SPAPL System
  18 Jun 2021 0 repositories listed
• Novelty Detection via Contrastive Learning with Negative Data Augmentation
  18 Jun 2021 0 repositories listed
• Toward Fault Detection in Industrial Welding Processes with Deep Learning and Data Augmentation
  18 Jun 2021 0 repositories listed
• Virtual Temporal Samples for Recurrent Neural Networks: applied to semantic segmentation in agriculture
  18 Jun 2021 0 repositories listed
• Deep HDR Hallucination for Inverse Tone Mapping
  17 Jun 2021 0 repositories listed
• Joining datasets via data augmentation in the label space for neural networks
  17 Jun 2021 0 repositories listed
• Best Practices for Noise-Based Augmentation to Improve the Performance of Deployable Speech-Based Emotion Recognition Systems
  16 Jun 2021 0 repositories listed
• Can I Be of Further Assistance? Using Unstructured Knowledge Access to Improve Task-oriented Conversational Modeling
  16 Jun 2021 0 repositories listed
• Data Augmentation for Graph Convolutional Network on Semi-Supervised Classification
  16 Jun 2021 0 repositories listed
• Effective Evaluation of Deep Active Learning on Image Classification Tasks
  16 Jun 2021 0 repositories listed
• Evolving Image Compositions for Feature Representation Learning
  16 Jun 2021 0 repositories listed
• ParticleAugment: Sampling-Based Data Augmentation
  16 Jun 2021 0 repositories listed
• CAN-LOC: Spoofing Detection and Physical Intrusion Localization on an In-Vehicle CAN Bus Based on Deep Features of Voltage Signals
  15 Jun 2021 0 repositories listed
• CT Image Synthesis Using Weakly Supervised Segmentation and Geometric Inter-Label Relations For COVID Image Analysis
  15 Jun 2021 0 repositories listed
• Generating Data Augmentation samples for Semantic Segmentation of Salt Bodies in a Synthetic Seismic Image Dataset
  15 Jun 2021 0 repositories listed
• Mean Embeddings with Test-Time Data Augmentation for Ensembling of Representations
  15 Jun 2021 0 repositories listed
• Mixed Model OCR Training on Historical Latin Script for Out-of-the-Box Recognition and Finetuning
  15 Jun 2021 0 repositories listed
• SRIB Submission to Interspeech 2021 DiCOVA Challenge
  15 Jun 2021 0 repositories listed
• An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
  14 Jun 2021 0 repositories listed
• End-to-end Neural Diarization: From Transformer to Conformer
  14 Jun 2021 0 repositories listed
• SynthASR: Unlocking Synthetic Data for Speech Recognition
  14 Jun 2021 0 repositories listed
• Go Small and Similar: A Simple Output Decay Brings Better Performance
  12 Jun 2021 0 repositories listed
• Disentangling the Roles of Curation, Data-Augmentation and the Prior in the Cold Posterior Effect
  11 Jun 2021 0 repositories listed
• EPICURE Ensemble Pretrained Models for Extracting Cancer Mutations from Literature
  11 Jun 2021 0 repositories listed
• Data augmentation in Bayesian neural networks and the cold posterior effect
  10 Jun 2021 0 repositories listed
• Data augmentation to improve robustness of image captioning solutions
  10 Jun 2021 0 repositories listed
• Relational Data Selection for Data Augmentation of Speaker-dependent Multi-band MelGAN Vocoder
  10 Jun 2021 0 repositories listed
• U2++: Unified Two-pass Bidirectional End-to-end Model for Speech Recognition
  10 Jun 2021 0 repositories listed
• A Comparative Study on Neural Architectures and Training Methods for Japanese Speech Recognition
  9 Jun 2021 0 repositories listed
• A multi-stage GAN for multi-organ chest X-ray image generation and segmentation
  9 Jun 2021 0 repositories listed
• AUGVIC: Exploiting BiText Vicinity for Low-Resource NMT
  9 Jun 2021 0 repositories listed
• Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System
  9 Jun 2021 0 repositories listed
• Offline Inverse Reinforcement Learning
  9 Jun 2021 0 repositories listed
• Generative adversarial network with object detector discriminator for enhanced defect detection on ultrasonic B-scans
  8 Jun 2021 0 repositories listed
• Data Augmentation Methods for End-to-end Speech Recognition on Distant-Talk Scenarios
  7 Jun 2021 0 repositories listed
• RegMix: Data Mixing Augmentation for Regression
  7 Jun 2021 0 repositories listed
• On the Language Coverage Bias for Neural Machine Translation
  7 Jun 2021 0 repositories listed
• Rotating spiders and reflecting dogs: a class conditional approach to learning data augmentation distributions
  7 Jun 2021 0 repositories listed Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Feature-based Style Randomization for Domain Generalization
  6 Jun 2021 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.