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Feedback-guided Data Synthesis for Imbalanced Classification

Feedback-guided Data Synthesis for Imbalanced Classification

Reyhane Askari Hemmat
Mohammad Pezeshki
Florian Bordes
M. Drozdzal
Adriana Romero Soriano
    SyDa
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Papers citing "Feedback-guided Data Synthesis for Imbalanced Classification"

14 / 14 papers shown
Title
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
EGVMVLM
174
0
0
05 Jun 2025
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models
Boosting Statistic Learning with Synthetic Data from Pretrained Large Models
Jialong Jiang
Wenkang Hu
Jian Huang
Yuling Jiao
Xu Liu
DiffM
89
0
0
08 May 2025
Gaussian Splatting is an Effective Data Generator for 3D Object Detection
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
443
0
0
23 Apr 2025
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping
Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Boostrapping
Pu Yang
Yunzhen Feng
Ziyuan Chen
Yuhang Wu
Zhuoyuan Li
DiffM
149
0
0
31 Jan 2025
The Pitfalls of Memorization: When Memorization Hurts Generalization
The Pitfalls of Memorization: When Memorization Hurts Generalization
Reza Bayat
Mohammad Pezeshki
Elvis Dohmatob
David Lopez-Paz
Pascal Vincent
OOD
163
6
0
10 Dec 2024
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion
LoGex: Improved tail detection of extremely rare histopathology classes via guided diffusion
Maximilian Mueller
Matthias Hein
MedIm
141
0
0
02 Sep 2024
Consistency-diversity-realism Pareto fronts of conditional image generative models
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
107
13
0
14 Jun 2024
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Reinforcement
Yunzhen Feng
Elvis Dohmatob
Pu Yang
Francois Charton
Julia Kempe
108
8
0
11 Jun 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
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
89
8
0
06 Jun 2024
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
Position: Cracking the Code of Cascading Disparity Towards Marginalized Communities
G. Farnadi
Mohammad Havaei
Negar Rostamzadeh
82
3
0
03 Jun 2024
CinePile: A Long Video Question Answering Dataset and Benchmark
CinePile: A Long Video Question Answering Dataset and Benchmark
Ruchit Rawal
Khalid Saifullah
Ronen Basri
David Jacobs
Gowthami Somepalli
Tom Goldstein
113
57
0
14 May 2024
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
Tariq Berrada
Jakob Verbeek
Camille Couprie
Alahari Karteek
93
9
0
20 Dec 2023
Gen2Det: Generate to Detect
Gen2Det: Generate to Detect
Saksham Suri
Fanyi Xiao
Animesh Sinha
Sean Culatana
Raghuraman Krishnamoorthi
Chenchen Zhu
Abhinav Shrivastava
VLMDiffM
99
10
0
07 Dec 2023
GeNIe: Generative Hard Negative Images Through Diffusion
GeNIe: Generative Hard Negative Images Through Diffusion
Soroush Abbasi Koohpayegani
Anuj Singh
K. Navaneet
Hadi Jamali Rad
Hamed Pirsiavash
VLMDiffM
131
4
0
05 Dec 2023