Dataset Enhancement with Instance-Level Augmentations

12 June 2024

Papers citing "Dataset Enhancement with Instance-Level Augmentations"

12 / 12 papers shown

Title
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 53 0 0 23 Apr 2025
Gaussian Splatting is an Effective Data Generator for 3D Object Detection F. G. Zanjani Davide Abati Auke Wiggers Dimitris Kalatzis Jens Petersen Hong Cai A. Habibian 3DGS 137 0 0 23 Apr 2025
On the Importance of Conditioning for Privacy-Preserving Data Augmentation Julian Lorenz K. Ludwig Valentin Haug Rainer Lienhart DiffM 38 0 0 08 Apr 2025
SemiISP/SemiIE: Semi-Supervised Image Signal Processor and Image Enhancement Leveraging One-to-Many Mapping sRGB-to-RAW Masakazu Yoshimura Junji Otsuka Radu Berdan Takeshi Ohashi 42 0 0 03 Apr 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ChangHee Yang H. Song Seokhun Choi Seungwoo Lee Jaechul Kim Hoseok Do 48 0 0 17 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 71 0 0 12 Mar 2025
Generative augmentations for improved cardiac ultrasound segmentation using diffusion models G. V. D. Vyver Aksel Try Lenz Erik Smistad S. Olaisen B. Grenne E. Holte Haavard Dalen Lasse Løvstakken DiffM MedIm 32 0 0 27 Feb 2025
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data Lihe Yang Bingyi Kang Zilong Huang Xiaogang Xu Jiashi Feng Hengshuang Zhao VLM 155 709 0 19 Jan 2024
OpenMixup: A Comprehensive Mixup Benchmark for Visual Classification Siyuan Li Zedong Wang Zicheng Liu Di Wu Cheng Tan Weiyang Jin Stan Z. Li VLM 41 31 0 11 Sep 2022
BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation Junnan Li Dongxu Li Caiming Xiong S. Hoi MLLM BDL VLM CLIP 392 4,137 0 28 Jan 2022
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 298 3,700 0 11 Feb 2021
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 252 968 0 13 Dec 2020