Browse State-of-the-Art › Data Augmentation › Papers, page 64

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 64 of 84: papers 6,301 to 6,400 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.

• Neural Photometry-guided Visual Attribute Transfer
  5 Dec 2021 0 repositories listed
• RADA: Robust Adversarial Data Augmentation for Camera Localization in Challenging Weather
  5 Dec 2021 0 repositories listed
• Extracting knowledge from features with multilevel abstraction
  4 Dec 2021 0 repositories listed
• Hierarchical Neural Data Synthesis for Semantic Parsing
  4 Dec 2021 0 repositories listed
• Learning to Detect Every Thing in an Open World
  3 Dec 2021 0 repositories listed
• Deep Learning-Based Carotid Artery Vessel Wall Segmentation in Black-Blood MRI Using Anatomical Priors
  2 Dec 2021 0 repositories listed
• Multi-Domain Transformer-Based Counterfactual Augmentation for Earnings Call Analysis
  2 Dec 2021 0 repositories listed
• The Second Place Solution for ICCV2021 VIPriors Instance Segmentation Challenge
  2 Dec 2021 0 repositories listed
• A Continuous Mapping For Augmentation Design
  1 Dec 2021 0 repositories listed
• Adaptive Data Augmentation on Temporal Graphs
  1 Dec 2021 0 repositories listed
• Certified Adversarial Defenses Meet Out-of-Distribution Corruptions: Benchmarking Robustness and Simple Baselines
  1 Dec 2021 0 repositories listed
• EduMT: Developing Machine Translation System for Educational Content in Indian Languages
  1 Dec 2021 0 repositories listed
• A Systematic Review of Robustness in Deep Learning for Computer Vision: Mind the gap?
  1 Dec 2021 0 repositories listed
• Beyond Flatland: Pre-training with a Strong 3D Inductive Bias
  30 Nov 2021 0 repositories listed
• Pattern-Aware Data Augmentation for LiDAR 3D Object Detection
  30 Nov 2021 0 repositories listed
• Predicting Poverty Level from Satellite Imagery using Deep Neural Networks
  30 Nov 2021 0 repositories listed
• Data Augmentation For Medical MR Image Using Generative Adversarial Networks
  29 Nov 2021 0 repositories listed
• OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images
  29 Nov 2021 0 repositories listed
• SPIN: Simplifying Polar Invariance for Neural networks Application to vision-based irradiance forecasting
  29 Nov 2021 0 repositories listed
• VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion
  29 Nov 2021 0 repositories listed
• EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox
  28 Nov 2021 0 repositories listed
• Radio Frequency Fingerprint Identification for Security in Low-Cost IoT Devices
  28 Nov 2021 0 repositories listed
• Non Parametric Data Augmentations Improve Deep-Learning based Brain Tumor Segmentation
  25 Nov 2021 0 repositories listed
• Revisiting Contextual Toxicity Detection in Conversations
  24 Nov 2021 0 repositories listed
• Domain-Agnostic Clustering with Self-Distillation
  23 Nov 2021 0 repositories listed
• Multi-Modality Microscopy Image Style Transfer for Nuclei Segmentation
  23 Nov 2021 0 repositories listed
• S-SimCSE: Sampled Sub-networks for Contrastive Learning of Sentence Embedding
  23 Nov 2021 0 repositories listed
• Variance Reduction in Deep Learning: More Momentum is All You Need
  23 Nov 2021 0 repositories listed
• Broad Adversarial Training with Data Augmentation in the Output Space
  22 Nov 2021 0 repositories listed
• Video Content Swapping Using GAN
  21 Nov 2021 0 repositories listed
• Simulated LiDAR Repositioning: a novel point cloud data augmentation method
  20 Nov 2021 0 repositories listed
• Unsupervised Domain Adaptation for RF-based Gesture Recognition
  20 Nov 2021 0 repositories listed
• A comparison of streaming models and data augmentation methods for robust speech recognition
  19 Nov 2021 0 repositories listed
• Improved Prosodic Clustering for Multispeaker and Speaker-independent Phoneme-level Prosody Control
  19 Nov 2021 0 repositories listed
• Semi-supervised transfer learning for language expansion of end-to-end speech recognition models to low-resource languages
  19 Nov 2021 0 repositories listed
• Toxicity Detection can be Sensitive to the Conversational Context
  19 Nov 2021 0 repositories listed
• Self-Supervised Class Incremental Learning
  18 Nov 2021 0 repositories listed
• FLSys: Toward an Open Ecosystem for Federated Learning Mobile Apps
  17 Nov 2021 0 repositories listed
• Guiding Generative Language Models for Data Augmentation in Few-Shot Text Classification
  17 Nov 2021 0 repositories listed
• Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
  16 Nov 2021 0 repositories listed
• An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models
  16 Nov 2021 0 repositories listed
• BERT is Robust! A Case Against Synonym-Based Adversarial Examples in Text Classification
  16 Nov 2021 0 repositories listed
• Compositional Data Augmentation for Abstractive Conversation Summarization
  16 Nov 2021 0 repositories listed
• Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
  16 Nov 2021 0 repositories listed
• Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
  16 Nov 2021 0 repositories listed
• Contrastive Learning for Low Resource Machine Translation
  16 Nov 2021 0 repositories listed
• CST5: Data augmentation for Code-Switched Semantic Parsing
  16 Nov 2021 0 repositories listed
• DAML: Chinese Named Entity Recognition with a fusion method of data-augmentation and meta-learning
  16 Nov 2021 0 repositories listed
• Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue
  16 Nov 2021 0 repositories listed
• Data Augmentation for Intent Classification with Generic Large Language Models
  16 Nov 2021 0 repositories listed
• Data Augmentation using Random Image Cropping for High-resolution Virtual Try-On (VITON-CROP)
  16 Nov 2021 0 repositories listed
• Data Augmentation with Sentence Recombination Method for Semi-supervised Text Classification
  16 Nov 2021 0 repositories listed
• DAWSON: Data Augmentation using Weak Supervision On Natural Language
  16 Nov 2021 0 repositories listed
• Do We Need to Differentiate Negative Candidates Before Training a Neural Ranker?
  16 Nov 2021 0 repositories listed
• EveMRC: A Two-stage Evidence Modeling For Multi-choice Machine Reading Comprehension
  16 Nov 2021 0 repositories listed
• Explicit Modeling the Context for Chinese NER
  16 Nov 2021 0 repositories listed
• Global Mixup: Eliminating Ambiguity with Clustering Relationships
  16 Nov 2021 0 repositories listed
• Improving Multimodal Speech Recognition by Data Augmentation and Speech Representations
  16 Nov 2021 0 repositories listed
• Improving Robustness of Language Models from a Geometry-aware Perspective
  16 Nov 2021 0 repositories listed
• Learning to Ignore Adversarial Attacks
  16 Nov 2021 0 repositories listed
• LINDA: Unsupervised Learning to Interpolate in Natural Language Processing
  16 Nov 2021 0 repositories listed
• Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
  16 Nov 2021 0 repositories listed
• MoRe-Fi: Motion-robust and Fine-grained Respiration Monitoring via Deep-Learning UWB Radar
  16 Nov 2021 0 repositories listed
• NVIDIA NeMo Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
  16 Nov 2021 0 repositories listed
• PESTO: A Post-User Fusion Network for Rumour Detection on Social Media
  16 Nov 2021 0 repositories listed
• QA Domain Adaptation using Data Augmentation and Contrastive Adaptation
  16 Nov 2021 0 repositories listed
• Quantum-inspired Representation for Long-tail Senses of Word Sense Disambiguation
  16 Nov 2021 0 repositories listed
• Retrieval Data Augmentation Informed by Downstream Question Answering Performance
  16 Nov 2021 0 repositories listed
• Retrieval-guided Counterfactual Generation for QA
  16 Nov 2021 0 repositories listed
• SegMix: A Simple Structure-Aware Data Augmentation Method
  16 Nov 2021 0 repositories listed
• Target-Guided Dialogue Response Generation Using Commonsense and Data Augmentation
  16 Nov 2021 0 repositories listed
• Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks
  16 Nov 2021 0 repositories listed
• TextMosaic: A New Data Augmentation Method for Named Entity Recognition Using Document-Level Contexts
  16 Nov 2021 0 repositories listed
• Towards Better Citation Intent Classification
  16 Nov 2021 0 repositories listed
• TransSGAN: GAN based semi-superivsed learning for text classification with Transformer Encoder
  16 Nov 2021 0 repositories listed
• UNICON: Unsupervised Intent Discovery via Semantic-level Contrastive Learning
  16 Nov 2021 0 repositories listed
• Vec2Node: Self-training with Tensor Augmentation for Text Classification with Few Labels
  16 Nov 2021 0 repositories listed
• When Chosen Wisely, More Data Is What You Need: A Universal Sample-Efficient Strategy For Data Augmentation
  16 Nov 2021 0 repositories listed
• Analysis of Data Augmentation Methods for Low-Resource Maltese ASR
  15 Nov 2021 0 repositories listed
• T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging
  15 Nov 2021 0 repositories listed
• Evaluating Contrastive Learning on Wearable Timeseries for Downstream Clinical Outcomes
  13 Nov 2021 0 repositories listed
• Extraction of Medication Names from Twitter Using Augmentation and an Ensemble of Language Models
  12 Nov 2021 0 repositories listed
• Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation
  10 Nov 2021 0 repositories listed
• Real-time Instance Segmentation of Surgical Instruments using Attention and Multi-scale Feature Fusion
  9 Nov 2021 0 repositories listed
• A Relational Model for One-Shot Classification
  8 Nov 2021 0 repositories listed
• LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation
  8 Nov 2021 0 repositories listed
• Off-policy Imitation Learning from Visual Inputs
  8 Nov 2021 0 repositories listed
• Procurements with Bidder Asymmetry in Cost and Risk-Aversion
  8 Nov 2021 0 repositories listed
• Developing neural machine translation models for Hungarian-English
  7 Nov 2021 0 repositories listed
• A Syntax-Guided Grammatical Error Correction Model with Dependency Tree Correction
  5 Nov 2021 0 repositories listed
• Augmentations in Graph Contrastive Learning: Current Methodological Flaws & Towards Better Practices
  5 Nov 2021 0 repositories listed
• Sexism Identification in Tweets and Gabs using Deep Neural Networks
  5 Nov 2021 0 repositories listed
• Human Age Estimation from Gene Expression Data using Artificial Neural Networks
  4 Nov 2021 0 repositories listed
• Voice Conversion Can Improve ASR in Very Low-Resource Settings
  4 Nov 2021 0 repositories listed
• A PubMedBERT-based Classifier with Data Augmentation Strategy for Detecting Medication Mentions in Tweets
  3 Nov 2021 0 repositories listed
• A Hybrid Approach for Learning to Shift and Grasp with Elaborate Motion Primitives
  2 Nov 2021 0 repositories listed
• ISP-Agnostic Image Reconstruction for Under-Display Cameras
  2 Nov 2021 0 repositories listed
• Koopman Q-learning: Offline Reinforcement Learning via Symmetries of Dynamics
  2 Nov 2021 0 repositories listed
• Meta-Learning to Improve Pre-Training
  2 Nov 2021 0 repositories listed
• A New Tool for Efficiently Generating Quality Estimation Datasets
  1 Nov 2021 0 repositories listed