Feedback-guided Data Synthesis for Imbalanced Classification

Feedback-guided Data Synthesis for Imbalanced Classification

29 September 2023

Reyhane Askari Hemmat

Mohammad Pezeshki

Adriana Romero Soriano

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Papers citing "Feedback-guided Data Synthesis for Imbalanced Classification"

17 / 17 papers shown

Title
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 32 0 0 14 Aug 2025
LoRA-Loop: Closing the Synthetic Replay Cycle for Continual VLM Learning Kaihong Wang Donghyun Kim Margrit Betke 90 0 0 17 Jul 2025
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models Revant Teotia Candace Ross Karen Ullrich S. Chopra Adriana Romero-Soriano Melissa Hall Matthew Muckley EGVM VLM 242 0 0 05 Jun 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models Jialong Jiang Wenkang Hu Jian Huang Yuling Jiao Xu Liu DiffM 124 0 0 08 May 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 618 0 0 23 Apr 2025
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping Pu Yang Yunzhen Feng Ziyuan Chen Yuhang Wu Zhuoyuan Li DiffM 214 0 0 31 Jan 2025
The Pitfalls of Memorization: When Memorization Hurts Generalization Reza Bayat Mohammad Pezeshki Elvis Dohmatob David Lopez-Paz Pascal Vincent OOD 203 10 0 10 Dec 2024
Diffusion Curriculum: Synthetic-to-Real Data Curriculum via Image-Guided Diffusion Yijun Liang Shweta Bhardwaj Wanrong Zhu 175 0 0 17 Oct 2024
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion Maximilian Mueller Matthias Hein MedIm 177 0 0 02 Sep 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models Pietro Astolfi Marlene Careil Melissa Hall Oscar Manas Matthew Muckley Jakob Verbeek Adriana Romero Soriano M. Drozdzal 139 20 0 14 Jun 2024
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement Yunzhen Feng Elvis Dohmatob Pu Yang Francois Charton Julia Kempe 138 16 0 11 Jun 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance Reyhane Askari Hemmat Melissa Hall Alicia Sun Candace Ross M. Drozdzal Adriana Romero Soriano 133 11 0 06 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities G. Farnadi Mohammad Havaei Negar Rostamzadeh 148 2 0 03 Jun 2024
CinePile: A Long Video Question Answering Dataset and Benchmark Ruchit Rawal Khalid Saifullah Ronen Basri David Jacobs Gowthami Somepalli Tom Goldstein 170 74 0 14 May 2024
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis Tariq Berrada Jakob Verbeek Camille Couprie Alahari Karteek 128 9 0 20 Dec 2023
Gen2Det: Generate to Detect Saksham Suri Fanyi Xiao Animesh Sinha Sean Culatana Raghuraman Krishnamoorthi Chenchen Zhu Abhinav Shrivastava VLM DiffM 113 11 0 07 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion Soroush Abbasi Koohpayegani Anuj Singh K. Navaneet Hadi Jamali Rad Hamed Pirsiavash VLM DiffM 166 5 0 05 Dec 2023