Synthetic Data from Diffusion Models Improves ImageNet Classification

17 April 2023

David J. Fleet

Papers citing "Synthetic Data from Diffusion Models Improves ImageNet Classification"

50 / 250 papers shown

Title
Harnessing Diffusion-Generated Synthetic Images for Fair Image Classification Abhipsa Basu Aviral Gupta Abhijnya Bhat R. Venkatesh Babu DiffM 255 0 0 11 Nov 2025
Generative Hints Andy Dimnaku Abdullah Yusuf Kavranoğlu Yaser Abu-Mostafa 124 0 0 04 Nov 2025
NSYNC: Negative Synthetic Image Generation for Contrastive Training to Improve Stylized Text-To-Image Translation Serkan Ozturk Samet Hicsonmez Pinar Duygulu DiffM 249 0 0 03 Nov 2025
S3OD: Towards Generalizable Salient Object Detection with Synthetic Data Orest Kupyn Hirokatsu Kataoka Christian Rupprecht 88 0 0 24 Oct 2025
Salient Concept-Aware Generative Data Augmentation Tianchen Zhao Xuanbai Chen Zhihua Li J. Fang Dongsheng An Xiang Xu Zhuowen Tu Yifan Xing DiffM 164 0 0 16 Oct 2025
Synthetic Object Compositions for Scalable and Accurate Learning in Detection, Segmentation, and Grounding Weikai Huang Jieyu Zhang Taoyang Jia Chenhao Zheng Ziqi Gao J. S. Park Winson Han Ranjay Krishna 141 0 0 10 Oct 2025
High-dimensional Analysis of Synthetic Data Selection Parham Rezaei Filip Kovačević Francesco Locatello Marco Mondelli 145 0 0 09 Oct 2025
Beyond the Seen: Bounded Distribution Estimation for Open-Vocabulary Learning Xiaomeng Fan Yuchuan Mao Zhi Gao Yuwei Wu Jin Chen Yunde Jia 128 1 0 06 Oct 2025
Diffusion-Classifier Synergy: Reward-Aligned Learning via Mutual Boosting Loop for FSCIL Ruitao Wu Yifan Zhao Guangyao Chen Jia Li 183 0 0 04 Oct 2025
Towards Continual Expansion of Data Coverage: Automatic Text-guided Edge-case Synthesis Kyeongryeol Go 80 0 0 30 Sep 2025
Training-Free Synthetic Data Generation with Dual IP-Adapter Guidance Luc Boudier Loris Manganelli Eleftherios Tsonis Nicolas Dufour Vicky Kalogeiton DiffM VLM 59 1 0 26 Sep 2025
NoiseCutMix: A Novel Data Augmentation Approach by Mixing Estimated Noise in Diffusion Models Shumpei Takezaki Ryoma Bise Shinnosuke Matsuo DiffM 109 0 0 30 Aug 2025
Category-level Text-to-Image Retrieval Improved: Bridging the Domain Gap with Diffusion Models and Vision Encoders Faizan Farooq Khan Vladan Stojnić Zakaria Laskar Mohamed Elhoseiny Giorgos Tolias DiffM VLM 75 0 0 29 Aug 2025
Increasing the Utility of Synthetic Images through Chamfer Guidance Nicola DallÁsen Xiaofeng Zhang Reyhane Askari Hemmat Melissa Hall Jakob Verbeek Adriana Romero Soriano M. Drozdzal 167 1 0 14 Aug 2025
Enhancing Small-Scale Dataset Expansion with Triplet-Connection-based Sample Re-Weighting Ting Xiang Changjian Chen Zhuo Tang Qifeng Zhang Fei Lyu Li Yang Jiapeng Zhang KenLi Li MedIm 99 0 0 11 Aug 2025
Generative Head-Mounted Camera Captures for Photorealistic Avatars Shaojie Bai Seunghyeon Seo Yida Wang Chenghui Li Owen Wang ... Tianyang Ma Jason M. Saragih S. Wei Nojun Kwak Hyung Jun Kim 131 0 0 08 Jul 2025
ScoreMix: Synthetic Data Generation by Score Composition in Diffusion Models Improves Recognition Parsa Rahimi S´ebastien Marcel DiffM 202 1 0 11 Jun 2025
CzechLynx: A Dataset for Individual Identification and Pose Estimation of the Eurasian Lynx Lukás Picek Elisa Belotti Michal Bojda Ludek Bufka Vojtěch Čermák ... Jakub Straka Ludek Toman Vlado Trulık Martin Vana Miroslav Kutal 220 0 0 05 Jun 2025
GP-MoLFormer-Sim: Test Time Molecular Optimization through Contextual Similarity Guidance Jirí Navrátil Jarret Ross Payel Das Youssef Mroueh Samuel C. Hoffman Vijil Chenthamarakshan Brian M. Belgodere 179 0 0 05 Jun 2025
RAID: A Dataset for Testing the Adversarial Robustness of AI-Generated Image Detectors Hicham Eddoubi Jonas Ricker Federico Cocchi Lorenzo Baraldi Angelo Sotgiu ... Marcella Cornia Lorenzo Baraldi Asja Fischer Rita Cucchiara Battista Biggio AAML 423 0 0 04 Jun 2025
Do We Need All the Synthetic Data? Targeted Synthetic Image Augmentation via Diffusion Models Dang Nguyen Jiping Li Jinghao Zheng Baharan Mirzasoleiman DiffM 196 1 0 27 May 2025
Taming Diffusion for Dataset Distillation with High Representativeness Lin Zhao Yushu Wu Xinru Jiang Jianyang Gu Yanzhi Wang Xiaolin Xu Pu Zhao Xue Lin DD 613 4 0 23 May 2025
Generative Data Augmentation for Object Point Cloud Segmentation Dekai Zhu Stefan Gavranovic Flavien Boussuge Benjamin Busam Slobodan Ilic DiffM 3DPC MedIm 256 1 0 23 May 2025
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition Tianduo Wang Lu Xu Wei Lu Shanbo Cheng 236 1 0 22 May 2025
Time Series Similarity Score Functions to Monitor and Interact with the Training and Denoising Process of a Time Series Diffusion Model applied to a Human Activity Recognition Dataset based on IMUs Heiko Oppel Andreas Spilz M. Munz DiffM 152 1 0 20 May 2025
SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation Yixuan Dong Fang-Yi Su Jung-Hsien Chiang DiffM 192 0 0 17 May 2025
GenZSL: Generative Zero-Shot Learning Via Inductive Variational Autoencoder Shiming Chen Dingjie Fu Salman Khan Fahad Shahbaz Khan VLM 264 2 0 17 May 2025
Few-Shot Anomaly-Driven Generation for Anomaly Classification and Segmentation Guan Gui Bin-Bin Gao Jing Liu Chengjie Wang Yongpeng Wu DiffM 181 0 0 14 May 2025
Addressing degeneracies in latent interpolation for diffusion modelsScandinavian Conference on Image Analysis (SCIA), 2025 Erik Landolsi Fredrik Kahl DiffM 263 0 0 12 May 2025
Unsupervised Learning for Class Distribution Mismatch Pan Du Wangbo Zhao Xinai Lu Nian Liu Hao Sun ... Suyun Zhao Huajun Chen Cuiping Li Kai Wang Yang You 215 0 0 11 May 2025
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Wei Chen Ickjai Lee Euijoon Ahn MedIm 376 1 0 09 May 2025
Masked Language Prompting for Generative Data Augmentation in Few-shot Fashion Style Recognition Yuki Hirakawa Ryotaro Shimizu 237 0 0 28 Apr 2025
DIVE: Inverting Conditional Diffusion Models for Discriminative TasksIEEE transactions on multimedia (TMM), 2025 Yinqi Li Hong Chang Ruibing Hou Shiguang Shan Xilin Chen DiffM 255 1 0 24 Apr 2025
Scene-Aware Location Modeling for Data Augmentation in Automotive Object Detection Jens Petersen Davide Abati A. Habibian Auke Wiggers ViT 3DPC 231 1 0 23 Apr 2025
Cut-and-Splat: Leveraging Gaussian Splatting for Synthetic Data Generation Bram Vanherle Brent Zoomers Jeroen Put F. Reeth Nick Michiels 3DGS 144 1 0 11 Apr 2025
IGG: Image Generation Informed by Geodesic Dynamics in Deformation SpacesInformation Processing in Medical Imaging (IPMI), 2025 Nian Wu Nivetha Jayakumar Jiarui Xing Miaomiao Zhang 232 0 0 09 Apr 2025
D-Feat Occlusions: Diffusion Features for Robustness to Partial Visual Occlusions in Object Recognition Rupayan Mallick Sibo Dong Nataniel Ruiz Sarah Adel Bargal DiffM 437 0 0 08 Apr 2025
Diffusion models applied to skin and oral cancer classification José J. M. Uliana Renato A. Krohling DiffM MedIm 360 0 0 28 Mar 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 193 0 0 28 Mar 2025
TULIP: Towards Unified Language-Image Pretraining Zineng Tang Long Lian Seun Eisape Xudong Wang Roei Herzig Adam Yala Alane Suhr Trevor Darrell David M. Chan VLM CLIP MLLM 363 9 0 19 Mar 2025
Do Vision Models Develop Human-Like Progressive Difficulty Understanding? Zeyi Huang Utkarsh Ojha Zeyi Huang Donghyun Lee Yong Jae Lee OOD VLM 331 0 1 17 Mar 2025
Diffusion on Graph: Augmentation of Graph Structure for Node Classification Yancheng Wang Changyu Liu Yingzhen Yang DiffM GNN 344 1 0 16 Mar 2025
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition Parsa Rahimi Damien Teney S´ebastien Marcel 376 2 0 14 Mar 2025
Context-guided Responsible Data Augmentation with Diffusion Models Khawar Islam Naveed Akhtar 241 4 0 12 Mar 2025
Active Learning Inspired ControlNet Guidance for Augmenting Semantic Segmentation Datasets H. Kniesel Pedro Hermosilla Timo Ropinski 275 0 0 12 Mar 2025
Synthetic Data is an Elegant GIFT for Continual Vision-Language ModelsComputer Vision and Pattern Recognition (CVPR), 2025 Bin Wu Wuxuan Shi Jinqiao Wang Mang Ye CLL VLM 209 0 0 06 Mar 2025
Compositional World Knowledge leads to High Utility Synthetic data Sachit Gaudi Gautam Sreekumar Vishnu Boddeti 225 0 0 06 Mar 2025
GenColor: Generative Color-Concept Association in Visual DesignInternational Conference on Human Factors in Computing Systems (CHI), 2025 Yihan Hou Xingchen Zeng Yusong Wang Manling Yang Xiaojiao Chen Wei Zeng DiffM 286 3 0 05 Mar 2025
SpinML: Customized Synthetic Data Generation for Private Training of Specialized ML ModelsProceedings on Privacy Enhancing Technologies (PoPETs), 2025 Jiang Zhang Rohan Sequeira Konstantinos Psounis SyDa 275 0 0 05 Mar 2025
Enhancing Vision-Language Compositional Understanding with Multimodal Synthetic DataComputer Vision and Pattern Recognition (CVPR), 2025 Haoxin Li Boyang Li CoGe 575 4 0 03 Mar 2025