Browse State-of-the-Art › Data Augmentation › Papers, page 58

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 58 of 84: papers 5,701 to 5,800 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.

• A Deep Neural Network for Multiclass Bridge Element Parsing in Inspection Image Analysis
  5 Sep 2022 0 repositories listed
• Bayesian Mixed-Frequency Quantile Vector Autoregression: Eliciting tail risks of Monthly US GDP
  5 Sep 2022 0 repositories listed
• Time-domain speech super-resolution with GAN based modeling for telephony speaker verification
  4 Sep 2022 0 repositories listed
• Synthesizing Photorealistic Virtual Humans Through Cross-modal Disentanglement
  3 Sep 2022 0 repositories listed
• Data Augmentation for Intent Classification of German Conversational Agents in the Finance Domain
  1 Sep 2022 0 repositories listed
• English-Russian Data Augmentation for Neural Machine Translation
  1 Sep 2022 0 repositories listed
• Improving Translation of Out Of Vocabulary Words using Bilingual Lexicon Induction in Low-Resource Machine Translation
  1 Sep 2022 0 repositories listed
• Joint Speaker Encoder and Neural Back-end Model for Fully End-to-End Automatic Speaker Verification with Multiple Enrollment Utterances
  1 Sep 2022 0 repositories listed
• Self-supervised Representation Learning on Electronic Health Records with Graph Kernel Infomax
  1 Sep 2022 0 repositories listed
• Feature Alignment by Uncertainty and Self-Training for Source-Free Unsupervised Domain Adaptation
  31 Aug 2022 0 repositories listed
• Generating Intermediate Steps for NLI with Next-Step Supervision
  31 Aug 2022 0 repositories listed
• XCAT -- Lightweight Quantized Single Image Super-Resolution using Heterogeneous Group Convolutions and Cross Concatenation
  31 Aug 2022 0 repositories listed
• Robustness and invariance properties of image classifiers
  30 Aug 2022 0 repositories listed
• Effective Image Tampering Localization with Multi-Scale ConvNeXt Feature Fusion
  29 Aug 2022 0 repositories listed
• Synthetic Latent Fingerprint Generator
  29 Aug 2022 0 repositories listed
• Visual Speech Recognition in a Driver Assistance System
  29 Aug 2022 0 repositories listed
• Detection and Classification of Brain tumors Using Deep Convolutional Neural Networks
  28 Aug 2022 0 repositories listed
• Object Goal Navigation using Data Regularized Q-Learning
  27 Aug 2022 0 repositories listed
• Detecting Mitoses with a Convolutional Neural Network for MIDOG 2022 Challenge
  26 Aug 2022 0 repositories listed
• Toward Robust Graph Semi-Supervised Learning against Extreme Data Scarcity
  26 Aug 2022 0 repositories listed
• Leveraging Symmetrical Convolutional Transformer Networks for Speech to Singing Voice Style Transfer
  26 Aug 2022 0 repositories listed
• Multi tasks RetinaNet for mitosis detection
  26 Aug 2022 0 repositories listed
• Data Augmentation for Graph Data: Recent Advancements
  25 Aug 2022 0 repositories listed
• Image augmentation improves few-shot classification performance in plant disease recognition
  25 Aug 2022 0 repositories listed
• A novel method for data augmentation: Nine Dot Moving Least Square (ND-MLS)
  24 Aug 2022 0 repositories listed
• Improving Natural-Language-based Audio Retrieval with Transfer Learning and Audio & Text Augmentations
  24 Aug 2022 0 repositories listed
• Rethinking Cost-sensitive Classification in Deep Learning via Adversarial Data Augmentation
  24 Aug 2022 0 repositories listed
• A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy Labels
  23 Aug 2022 0 repositories listed
• Learning linear modules in a dynamic network with missing node observations
  23 Aug 2022 0 repositories listed
• Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution
  23 Aug 2022 0 repositories listed
• Membership-Doctor: Comprehensive Assessment of Membership Inference Against Machine Learning Models
  22 Aug 2022 0 repositories listed
• Predicting the Masses of Exotic Hadrons with Data Augmentation Using Multilayer Perceptron
  19 Aug 2022 0 repositories listed
• Multi-View Correlation Consistency for Semi-Supervised Semantic Segmentation
  17 Aug 2022 0 repositories listed
• Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
  17 Aug 2022 0 repositories listed
• The Causal Structure of Domain Invariant Supervised Representation Learning
  15 Aug 2022 0 repositories listed
• Online 3D Bin Packing Reinforcement Learning Solution with Buffer
  15 Aug 2022 0 repositories listed
• SemAug: Semantically Meaningful Image Augmentations for Object Detection Through Language Grounding
  15 Aug 2022 0 repositories listed
• Gradient Mask: Lateral Inhibition Mechanism Improves Performance in Artificial Neural Networks
  14 Aug 2022 0 repositories listed
• Enhancing Graph Contrastive Learning with Node Similarity
  13 Aug 2022 0 repositories listed
• Continual Unsupervised Domain Adaptation for Semantic Segmentation using a Class-Specific Transfer
  12 Aug 2022 0 repositories listed
• TBI-GAN: An Adversarial Learning Approach for Data Synthesis on Traumatic Brain Segmentation
  12 Aug 2022 0 repositories listed
• Draft, Command, and Edit: Controllable Text Editing in E-Commerce
  11 Aug 2022 0 repositories listed
• HyperTime: Implicit Neural Representation for Time Series
  11 Aug 2022 0 repositories listed
• Plug-and-Play Model-Agnostic Counterfactual Policy Synthesis for Deep Reinforcement Learning based Recommendation
  10 Aug 2022 0 repositories listed
• Abutting Grating Illusion: Cognitive Challenge to Neural Network Models
  8 Aug 2022 0 repositories listed
• Learning to Identify Drilling Defects in Turbine Blades with Single Stage Detectors
  8 Aug 2022 0 repositories listed
• SelfCoLearn: Self-supervised collaborative learning for accelerating dynamic MR imaging
  8 Aug 2022 0 repositories listed
• Study of Encoder-Decoder Architectures for Code-Mix Search Query Translation
  7 Aug 2022 0 repositories listed
• Exploring the Effects of Data Augmentation for Drivable Area Segmentation
  6 Aug 2022 0 repositories listed
• A Semantic Alignment System for Multilingual Query-Product Retrieval
  5 Aug 2022 0 repositories listed
• Analyzing the Impact of Shape & Context on the Face Recognition Performance of Deep Networks
  5 Aug 2022 0 repositories listed
• Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder
  5 Aug 2022 0 repositories listed
• Deep Learning and Health Informatics for Smart Monitoring and Diagnosis
  5 Aug 2022 0 repositories listed
• Augmentation Learning for Semi-Supervised Classification
  3 Aug 2022 0 repositories listed
• Benchmarking zero-shot and few-shot approaches for tokenization, tagging, and dependency parsing of Tagalog text
  3 Aug 2022 0 repositories listed
• SpanDrop: Simple and Effective Counterfactual Learning for Long Sequences
  3 Aug 2022 0 repositories listed
• GeoECG: Data Augmentation via Wasserstein Geodesic Perturbation for Robust Electrocardiogram Prediction
  2 Aug 2022 0 repositories listed
• Semantic Data Augmentation based Distance Metric Learning for Domain Generalization
  2 Aug 2022 0 repositories listed
• A Multi-View Learning Approach to Enhance Automatic 12-Lead ECG Diagnosis Performance
  30 Jul 2022 0 repositories listed
• Pre-training General Trajectory Embeddings with Maximum Multi-view Entropy Coding
  29 Jul 2022 0 repositories listed
• Explicit Occlusion Reasoning for Multi-person 3D Human Pose Estimation
  29 Jul 2022 0 repositories listed
• Low-data? No problem: low-resource, language-agnostic conversational text-to-speech via F0-conditioned data augmentation
  29 Jul 2022 0 repositories listed
• Paired Cross-Modal Data Augmentation for Fine-Grained Image-to-Text Retrieval
  29 Jul 2022 0 repositories listed
• Robust Trajectory Prediction against Adversarial Attacks
  29 Jul 2022 0 repositories listed
• SimCURL: Simple Contrastive User Representation Learning from Command Sequences
  29 Jul 2022 0 repositories listed
• Persona-Knowledge Dialogue Multi-Context Retrieval and Enhanced Decoding Methods
  28 Jul 2022 0 repositories listed
• Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network
  27 Jul 2022 0 repositories listed
• Class-Aware Universum Inspired Re-Balance Learning for Long-Tailed Recognition
  26 Jul 2022 0 repositories listed
• Exploring the Design of Adaptation Protocols for Improved Generalization and Machine Learning Safety
  26 Jul 2022 0 repositories listed
• Transplantation of Conversational Speaking Style with Interjections in Sequence-to-Sequence Speech Synthesis
  25 Jul 2022 0 repositories listed
• Training Robust Spiking Neural Networks on Neuromorphic Data with Spatiotemporal Fragments
  24 Jul 2022 0 repositories listed
• Just Rotate it: Deploying Backdoor Attacks via Rotation Transformation
  22 Jul 2022 0 repositories listed
• Knowledge-Grounded Conversational Data Augmentation with Generative Conversational Networks
  22 Jul 2022 0 repositories listed
• Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence
  22 Jul 2022 0 repositories listed
• Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture
  21 Jul 2022 0 repositories listed
• Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation
  21 Jul 2022 0 repositories listed
• A Novel Neural Network Training Method for Autonomous Driving Using Semi-Pseudo-Labels and 3D Data Augmentations
  20 Jul 2022 0 repositories listed
• An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation
  20 Jul 2022 0 repositories listed
• Improving Data Driven Inverse Text Normalization using Data Augmentation
  20 Jul 2022 0 repositories listed
• Revisiting data augmentation for subspace clustering
  20 Jul 2022 0 repositories listed
• Towards Accurate and Robust Classification in Continuously Transitioning Industrial Sprays with Mixup
  20 Jul 2022 0 repositories listed
• Image Synthesis with Disentangled Attributes for Chest X-Ray Nodule Augmentation and Detection
  19 Jul 2022 0 repositories listed
• On the Usability of Transformers-based models for a French Question-Answering task
  19 Jul 2022 0 repositories listed
• Classifying COVID-19 vaccine narratives
  18 Jul 2022 0 repositories listed
• WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification
  18 Jul 2022 0 repositories listed
• On the Importance of Hyperparameters and Data Augmentation for Self-Supervised Learning
  16 Jul 2022 0 repositories listed
• Attention, Filling in The Gaps for Generalization in Routing Problems
  14 Jul 2022 0 repositories listed
• Data Augmentation for Low-Resource Quechua ASR Improvement
  14 Jul 2022 0 repositories listed
• Deepfake Video Detection with Spatiotemporal Dropout Transformer
  14 Jul 2022 0 repositories listed
• Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model
  14 Jul 2022 0 repositories listed
• Universal Adaptive Data Augmentation
  14 Jul 2022 0 repositories listed
• Developing a Component Comment Extractor from Product Reviews on E-Commerce Sites
  13 Jul 2022 0 repositories listed
• Building Korean Sign Language Augmentation (KoSLA) Corpus with Data Augmentation Technique
  12 Jul 2022 0 repositories listed
• Know Your Space: Inlier and Outlier Construction for Calibrating Medical OOD Detectors
  12 Jul 2022 0 repositories listed
• Bootstrapping a User-Centered Task-Oriented Dialogue System
  11 Jul 2022 0 repositories listed
• Models Out of Line: A Fourier Lens on Distribution Shift Robustness
  8 Jul 2022 0 repositories listed
• On Improving the Performance of Glitch Classification for Gravitational Wave Detection by using Generative Adversarial Networks
  8 Jul 2022 0 repositories listed
• StatMix: Data augmentation method that relies on image statistics in federated learning
  8 Jul 2022 0 repositories listed
• UDRN: Unified Dimensional Reduction Neural Network for Feature Selection and Feature Projection
  8 Jul 2022 0 repositories listed
• Supervised Contrastive Learning Approach for Contextual Ranking
  7 Jul 2022 0 repositories listed