Data Augmentation Using GANs

19 April 2019

Papers citing "Data Augmentation Using GANs"

36 / 36 papers shown

Title
Enhanced Smart Contract Reputability Analysis using Multimodal Data Fusion on Ethereum Cyrus Malik Josef Bajada Joshua Ellul 167 0 0 21 Mar 2025
Needle: A Generative AI-Powered Multi-modal Database for Answering Complex Natural Language Queries Mahdi Erfanian Mohsen Dehghankar Abolfazl Asudeh SyDa MedIm 29 0 0 01 Dec 2024
Learning Run-time Safety Monitors for Machine Learning Components Ozan Vardal Richard Hawkins Colin Paterson Chiara Picardi Daniel Omeiza Lars Kunze Ibrahim Habli 70 0 0 23 Jun 2024
Analisis Eksploratif Dan Augmentasi Data NSL-KDD Menggunakan Deep Generative Adversarial Networks Untuk Meningkatkan Performa Algoritma Extreme Gradient Boosting Dalam Klasifikasi Jenis Serangan Siber Kevin Putra Santoso F. A. Madany H. Suryotrisongko 38 0 0 17 Dec 2023
WSAM: Visual Explanations from Style Augmentation as Adversarial Attacker and Their Influence in Image Classification Felipe Moreno-Vera E. Medina Jorge Poco 46 2 0 29 Aug 2023
Survey of Automatic Plankton Image Recognition: Challenges, Existing Solutions and Future Perspectives T. Eerola Daniel Batrakhanov Nastaran Vatankhah Barazandeh K. Kraft Lumi Haraguchi L. Lensu S. Suikkanen Jukka Seppälä T. Tamminen Heikki Kälviäinen 82 13 0 19 May 2023
Effective Data Augmentation With Diffusion Models Brandon Trabucco Kyle Doherty Max Gurinas Ruslan Salakhutdinov DiffM VLM 116 258 0 07 Feb 2023
Data Augmentation for Modeling Human Personality: The Dexter Machine Yair Neuman Vladyslav Kozhukhov Dan Vilenchik SyDa 66 4 0 20 Jan 2023
Persian Emotion Detection using ParsBERT and Imbalanced Data Handling Approaches Amirhossein Abaskohi Nazanin Sabri B. Bahrak 100 4 0 15 Nov 2022
An Adversarial Active Sampling-based Data Augmentation Framework for Manufacturable Chip Design Mingjie Liu Haoyu Yang Zong-Yi Li K. Sastry S. Mukhopadhyay Selim Dogru Anima Anandkumar David Z. Pan Brucek Khailany Haoxing Ren 101 4 0 27 Oct 2022
RepFair-GAN: Mitigating Representation Bias in GANs Using Gradient Clipping Patrik Kenfack Kamil Sabbagh Adín Ramirez Rivera A. Khan 66 13 0 13 Jul 2022
Semi-Supervised Learning for Mars Imagery Classification and Segmentation Wenjing Wang Lilang Lin Zejia Fan Jiaying Liu SSL 50 10 0 05 Jun 2022
RENs: Relevance Encoding Networks Krithika S. Iyer Riddhish Bhalodia Shireen Y. Elhabian DRL 120 1 0 25 May 2022
A Comprehensive Survey of Image Augmentation Techniques for Deep Learning Mingle Xu Sook Yoon A. Fuentes D. Park VLM 128 432 0 03 May 2022
State-of-the-Art in the Architecture, Methods and Applications of StyleGAN Amit H. Bermano Rinon Gal Yuval Alaluf Ron Mokady Yotam Nitzan Omer Tov Or Patashnik Daniel Cohen-Or 83 85 0 28 Feb 2022
GenLabel: Mixup Relabeling using Generative Models Jy-yong Sohn Liang Shang Hongxu Chen Jaekyun Moon Dimitris Papailiopoulos Kangwook Lee VLM 93 15 0 07 Jan 2022
On Automatic Data Augmentation for 3D Point Cloud Classification Wanyue Zhang Xun Xu Fayao Liu Le Zhang Chuan-Sheng Foo 3DPC 83 5 0 11 Dec 2021
GAN-Supervised Dense Visual Alignment William S. Peebles Jun-Yan Zhu Richard Y. Zhang Antonio Torralba Alexei A. Efros Eli Shechtman 103 67 0 09 Dec 2021
GANORCON: Are Generative Models Useful for Few-shot Segmentation? Oindrila Saha Zezhou Cheng Subhransu Maji 91 17 0 01 Dec 2021
Overcoming limited battery data challenges: A coupled neural network approach A. Herle Janamejaya Channegowda Dinakar Prabhu 40 12 0 05 Oct 2021
Synthetic Data Generation for Fraud Detection using GANs C. Charitou S. Dragicevic Artur Garcez 57 20 0 26 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 66 5 0 03 Sep 2021
LARGE: Latent-Based Regression through GAN Semantics Yotam Nitzan Rinon Gal Ofir Brenner Daniel Cohen-Or GAN 55 26 0 22 Jul 2021
OCT-GAN: Neural ODE-based Conditional Tabular GANs Jayoung Kim Jinsung Jeon Jaehoon Lee Jihyeon Hyeong Noseong Park 96 37 0 31 May 2021
Adversarial Imitation Learning with Trajectorial Augmentation and Correction Dafni Antotsiou C. Ciliberto Tae-Kyun Kim 63 10 0 25 Mar 2021
On the Fairness of Generative Adversarial Networks (GANs) Patrik Kenfack Daniil Dmitrievich Arapovy Rasheed Hussain S. M. Ahsan Kazmi A. Khan GAN 72 23 0 01 Mar 2021
SyNet: An Ensemble Network for Object Detection in UAV Images Mert Albaba S. Ozer ObjD 79 35 0 23 Dec 2020
Generative Interventions for Causal Learning Chengzhi Mao Augustine Cha Amogh Gupta Hongya Wang Junfeng Yang Carl Vondrick CML OOD 86 66 0 22 Dec 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 300 250 0 16 Oct 2020
Tell Me How to Ask Again: Question Data Augmentation with Controllable Rewriting in Continuous Space Dayiheng Liu Yeyun Gong Jie Fu Yu Yan Jiusheng Chen Jiancheng Lv Nan Duan M. Zhou 51 37 0 04 Oct 2020
EfficientSeg: An Efficient Semantic Segmentation Network V. B. Yesilkaynak Y. Sahin Gözde B. Ünal SSeg 38 8 0 14 Sep 2020
MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance Anubha Kabra Ayush Chopra Nikaash Puri Pinkesh Badjatiya Sukriti Verma Piyush B. Gupta K. Balaji 69 7 0 03 Sep 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 121 367 0 24 Jun 2020
Modeling EEG data distribution with a Wasserstein Generative Adversarial Network to predict RSVP Events Sharaj Panwar P. Rad T. Jung Yufei Huang GAN 73 53 0 11 Nov 2019
Not Enough Data? Deep Learning to the Rescue! Ateret Anaby-Tavor Boaz Carmeli Esther Goldbraich Amir Kantor George Kour Segev Shlomov N. Tepper Naama Zwerdling 102 371 0 08 Nov 2019
Cross-Domain Image Classification through Neural-Style Transfer Data Augmentation Yijie Xu A. Goel ViT 56 4 0 12 Oct 2019