 Towards Fair and Robust Face Parsing for Generative AI: A Multi-Objective ApproachIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025 |
 PFGuard: A Generative Framework with Privacy and Fairness SafeguardsInternational Conference on Learning Representations (ICLR), 2024 |
 GradBias: Unveiling Word Influence on Bias in Text-to-Image Generative
ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 |
 Contrastive Learning from Synthetic Audio DoppelgängersInternational Conference on Learning Representations (ICLR), 2024 |
 CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?International Conference on Learning Representations (ICLR), 2024 |
 Benchmarking the Fairness of Image Upsampling MethodsConference on Fairness, Accountability and Transparency (FAccT), 2024 |
 On Measuring Fairness in Generative ModelsNeural Information Processing Systems (NeurIPS), 2023 |
 ITI-GEN: Inclusive Text-to-Image GenerationIEEE International Conference on Computer Vision (ICCV), 2023 |
 T2IAT: Measuring Valence and Stereotypical Biases in Text-to-Image
GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 |
 Disentangling and Operationalizing AI Fairness at LinkedInConference on Fairness, Accountability and Transparency (FAccT), 2023 |
 Racial Bias within Face Recognition: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023 |
 Fair Generative Models via Transfer LearningAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Taming Normalizing FlowsIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 |
 Generative Visual Prompt: Unifying Distributional Control of Pre-Trained
Generative ModelsNeural Information Processing Systems (NeurIPS), 2022 |
 Frido: Feature Pyramid Diffusion for Complex Scene Image SynthesisAAAI Conference on Artificial Intelligence (AAAI), 2022 |
 Discovering Transferable Forensic Features for CNN-generated Images
DetectionEuropean Conference on Computer Vision (ECCV), 2022 |
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 Region-Based Semantic Factorization in GANsInternational Conference on Machine Learning (ICML), 2022 |
 FairStyle: Debiasing StyleGAN2 with Style Channel ManipulationsEuropean Conference on Computer Vision (ECCV), 2022 |
 Generative Models as a Data Source for Multiview Representation LearningInternational Conference on Learning Representations (ICLR), 2021 |
 Intermediate Layer Optimization for Inverse Problems using Deep
Generative ModelsInternational Conference on Machine Learning (ICML), 2021 |
