Discovering and Mitigating Visual Biases through Keyword Explanation

26 January 2023

Papers citing "Discovering and Mitigating Visual Biases through Keyword Explanation"

29 / 29 papers shown

Title
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification Miaoyun Zhao Qiang Zhang C. Li 16 0 0 11 May 2025
Classifier-to-Bias: Toward Unsupervised Automatic Bias Detection for Visual Classifiers Quentin Guimard Moreno DÍncà Massimiliano Mancini Elisa Ricci SSL 69 0 0 29 Apr 2025
Class-Conditional Distribution Balancing for Group Robust Classification Miaoyun Zhao Qiang Zhang C. Li 60 0 0 24 Apr 2025
Implicit Bias Injection Attacks against Text-to-Image Diffusion Models Huayang Huang Xiangye Jin Jiaxu Miao Yu Wu 29 0 0 02 Apr 2025
On Large Multimodal Models as Open-World Image Classifiers Alessandro Conti Massimiliano Mancini Enrico Fini Yiming Wang Paolo Rota Elisa Ricci VLM Presented at ResearchTrend Connect \| VLM on 07 May 2025 72 0 0 27 Mar 2025
Group-robust Machine Unlearning Thomas De Min Subhankar Roy Stéphane Lathuilière Elisa Ricci Massimiliano Mancini MU OOD 67 0 0 12 Mar 2025
Project-Probe-Aggregate: Efficient Fine-Tuning for Group Robustness B. Zhu Jiequan Cui H. Zhang Chi Zhang 65 0 0 12 Mar 2025
NeurFlow: Interpreting Neural Networks through Neuron Groups and Functional Interactions Tue Cao Nhat X. Hoang Hieu H. Pham P. Nguyen My T. Thai 67 0 0 22 Feb 2025
Diffusing DeBias: Synthetic Bias Amplification for Model Debiasing Massimiliano Ciranni Vito Paolo Pastore Roberto Di Via Enzo Tartaglione Francesca Odone Vittorio Murino DiffM 88 0 0 13 Feb 2025
On the Role of Model Prior in Real-World Inductive Reasoning Zhuo Liu Ding Yu Hangfeng He LRM 74 0 0 18 Dec 2024
Curriculum-enhanced GroupDRO: Challenging the Norm of Avoiding Curriculum Learning in Subpopulation Shift Setups Antonio Barbalau 62 0 0 22 Nov 2024
WASP: A Weight-Space Approach to Detecting Learned Spuriousness Cristian Daniel Păduraru Antonio Bărbălău Radu Filipescu Andrei Liviu Nicolicioiu Elena Burceanu 23 0 0 24 Oct 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 36 3 0 07 Oct 2024
Say My Name: a Model's Bias Discovery Framework Massimiliano Ciranni Luca Molinaro C. Barbano A. Fiandrotti Vittorio Murino Vito Paolo Pastore Enzo Tartaglione 18 0 0 18 Aug 2024
Aggregated Attributions for Explanatory Analysis of 3D Segmentation Models Maciej Chrabaszcz Hubert Baniecki Piotr Komorowski Szymon Płotka Przemysław Biecek 16 1 0 23 Jul 2024
Language-guided Detection and Mitigation of Unknown Dataset Bias Zaiying Zhao Soichiro Kumano Toshihiko Yamasaki 34 2 0 05 Jun 2024
Language-assisted Vision Model Debugger: A Sample-Free Approach to Finding and Fixing Bugs Chaoquan Jiang Jinqiang Wang Rui Hu Jitao Sang 8 0 0 09 Dec 2023
PRIME: Prioritizing Interpretability in Failure Mode Extraction Keivan Rezaei Mehrdad Saberi Mazda Moayeri S. Feizi 17 6 0 29 Sep 2023
Distilling Adversarial Prompts from Safety Benchmarks: Report for the Adversarial Nibbler Challenge Manuel Brack P. Schramowski Kristian Kersting AAML EGVM 14 7 0 20 Sep 2023
S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions Sangwoo Mo Minkyu Kim Kyungmin Lee Jinwoo Shin VLM CLIP 31 15 0 23 May 2023
Breaking the Spurious Causality of Conditional Generation via Fairness Intervention with Corrective Sampling J. Nam Sangwoo Mo Jaeho Lee Jinwoo Shin 13 7 0 05 Dec 2022
Data Feedback Loops: Model-driven Amplification of Dataset Biases Rohan Taori Tatsunori B. Hashimoto 64 42 0 08 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 382 4,010 0 28 Jan 2022
Natural Language Descriptions of Deep Visual Features Evan Hernandez Sarah Schwettmann David Bau Teona Bagashvili Antonio Torralba Jacob Andreas MILM 194 92 0 26 Jan 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Intriguing Properties of Vision Transformers Muzammal Naseer Kanchana Ranasinghe Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang ViT 248 512 0 21 May 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
Estimating Example Difficulty Using Variance of Gradients Chirag Agarwal Daniel D'souza Sara Hooker 190 103 0 26 Aug 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 286 4,143 0 23 Aug 2019