A Survey on Data Augmentation in Large Model Era

27 January 2024

Papers citing "A Survey on Data Augmentation in Large Model Era"

26 / 26 papers shown

Title
A Multimodal Hybrid Late-Cascade Fusion Network for Enhanced 3D Object Detection Carlo Sgaravatti Roberto Basla Riccardo Pieroni Matteo Corno S. Savaresi Luca Magri Giacomo Boracchi 3DPC 44 0 0 25 Apr 2025
LLM-based Semantic Augmentation for Harmful Content Detection Elyas Meguellati Assaad Zeghina S. Sadiq Gianluca Demartini 32 0 0 22 Apr 2025
Audio-Language Datasets of Scenes and Events: A Survey Gijs Wijngaard Elia Formisano Michele Esposito M. Dumontier 74 2 0 10 Jan 2025
Seamless Optical Cloud Computing across Edge-Metro Network for Generative AI Sizhe Xing Aolong Sun Chengxi Wang Yizhi Wang Boyu Dong ... Xi Xiao R. Penty Qixiang Cheng Nan Chi Junwen Zhang 106 0 0 04 Dec 2024
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 106 61 0 25 Nov 2024
NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional Stimuli Xu Wang Cheng-rong Li Yi-Ju Chang Jindong Wang Yuan Wu 27 7 0 05 May 2024
Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities Mahdi Erfanian H. V. Jagadish Abolfazl Asudeh 19 3 0 02 Feb 2024
Augmenting text for spoken language understanding with Large Language Models Roshan Sharma Suyoun Kim Daniel Lazar Trang Le Akshat Shrivastava Kwanghoon Ahn Piyush Kansal Leda Sari Ozlem Kalinli Michael Seltzer 15 2 0 17 Sep 2023
Generating images of rare concepts using pre-trained diffusion models Dvir Samuel Rami Ben-Ari Simon Raviv N. Darshan Gal Chechik 123 38 0 27 Apr 2023
ZeroShotDataAug: Generating and Augmenting Training Data with ChatGPT S. Ubani S. Polat Rodney D. Nielsen 84 51 0 27 Apr 2023
InstantBooth: Personalized Text-to-Image Generation without Test-Time Finetuning Jing Shi Wei Xiong Zhe-nan Lin H. J. Jung DiffM 119 272 0 06 Apr 2023
PromptMix: Text-to-image diffusion models enhance the performance of lightweight networks Arian Bakhtiarnia Qi Zhang Alexandros Iosifidis VLM DiffM 29 3 0 30 Jan 2023
Diffusion Models: A Comprehensive Survey of Methods and Applications Ling Yang Zhilong Zhang Yingxia Shao Shenda Hong Runsheng Xu Yue Zhao Wentao Zhang Bin Cui Ming-Hsuan Yang DiffM MedIm 213 1,277 0 02 Sep 2022
Self-Guided Noise-Free Data Generation for Efficient Zero-Shot Learning Jiahui Gao Renjie Pi Yong Lin Hang Xu Jiacheng Ye Zhiyong Wu Weizhong Zhang Xiaodan Liang Zhenguo Li Lingpeng Kong SyDa VLM 52 45 0 25 May 2022
Text and Code Embeddings by Contrastive Pre-Training Arvind Neelakantan Tao Xu Raul Puri Alec Radford Jesse Michael Han ... Tabarak Khan Toki Sherbakov Joanne Jang Peter Welinder Lilian Weng SSL AI4TS 201 412 0 24 Jan 2022
FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling Bowen Zhang Yidong Wang Wenxin Hou Hao Wu Jindong Wang Manabu Okumura T. Shinozaki AAML 207 848 0 15 Oct 2021
STraTA: Self-Training with Task Augmentation for Better Few-shot Learning Tu Vu Minh-Thang Luong Quoc V. Le Grady Simon Mohit Iyyer 115 60 0 13 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 322 2,249 0 02 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 190 237 0 16 Oct 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 167 444 0 10 Mar 2020
Data Augmentation using Pre-trained Transformer Models Varun Kumar Ashutosh Choudhary Eunah Cho VLM 209 315 0 04 Mar 2020
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 262 10,183 0 12 Dec 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 233 909 0 21 Apr 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,927 0 20 Apr 2018