{"total":122,"rows":[{"id":"2210.09276","title":"Imagic: Text-Based Real Image Editing with Diffusion Models","created":"2022-10-17","cited_by_count":1178,"area":"diffusion"},{"id":"2205.15480","title":"Post-hoc Concept Bottleneck Models","created":"2022-05-31","cited_by_count":293,"area":null},{"id":"2310.05916","title":"Interpreting CLIP's Image Representation via Text-Based Decomposition","created":"2023-10-09","cited_by_count":196,"area":null},{"id":"2210.11841","title":"Diffusion Visual Counterfactual Explanations","created":"2022-10-21","cited_by_count":96,"area":null},{"id":"2212.04825","title":"A Whac-A-Mole Dilemma: Shortcuts Come in Multiples Where Mitigating One Amplifies Others","created":"2022-12-09","cited_by_count":85,"area":null},{"id":"2305.00650","title":"Discover and Cure: Concept-aware Mitigation of Spurious Correlation","created":"2023-05-01","cited_by_count":71,"area":null},{"id":"2207.10077","title":"Discover and Mitigate Unknown Biases with Debiasing Alternate Networks","created":"2022-07-20","cited_by_count":47,"area":null},{"id":"2306.09346","title":"Rosetta Neurons: Mining the Common Units in a Model Zoo","created":"2023-06-15","cited_by_count":46,"area":null},{"id":"2312.14223","title":"Fast Diffusion-Based Counterfactuals for Shortcut Removal and Generation","created":"2023-12-21","cited_by_count":41,"area":null},{"id":"2111.09094","title":"STEEX: Steering Counterfactual Explanations with Semantics","created":"2021-11-17","cited_by_count":40,"area":null},{"id":"2202.12211","title":"Self-Distilled StyleGAN: Towards Generation from Internet Photos","created":"2022-02-24","cited_by_count":37,"area":null},{"id":"2202.14020","title":"State-of-the-Art in the Architecture, Methods and Applications of StyleGAN","created":"2022-02-28","cited_by_count":34,"area":null},{"id":"2203.15799","title":"StyleT2I: Toward Compositional and High-Fidelity Text-to-Image Synthesis","created":"2022-03-29","cited_by_count":33,"area":null},{"id":"2203.12892","title":"Making Heads or Tails: Towards Semantically Consistent Visual Counterfactuals","created":"2022-03-24","cited_by_count":30,"area":null},{"id":"2205.07972","title":"Sparse Visual Counterfactual Explanations in Image Space","created":"2022-05-16","cited_by_count":30,"area":null},{"id":"2205.10764","title":"Evidence for Hypodescent in Visual Semantic AI","created":"2022-05-22","cited_by_count":30,"area":null},{"id":"2206.05075","title":"Diffeomorphic Counterfactuals with Generative Models","created":"2022-06-10","cited_by_count":29,"area":null},{"id":"2211.12380","title":"OCTET: Object-aware Counterfactual Explanations","created":"2022-11-22","cited_by_count":28,"area":null},{"id":"2207.07553","title":"CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN","created":"2022-07-15","cited_by_count":25,"area":null},{"id":"2502.07586","title":"We Can't Understand AI Using our Existing Vocabulary","created":"2025-02-11","cited_by_count":25,"area":null},{"id":"2303.15441","title":"Zero-shot Model Diagnosis","created":"2023-03-27","cited_by_count":23,"area":null},{"id":"2202.09649","title":"Region-Based Semantic Factorization in GANs","created":"2022-02-19","cited_by_count":22,"area":null},{"id":"2205.15704","title":"Mitigating Dataset Bias by Using Per-sample Gradient","created":"2022-05-31","cited_by_count":22,"area":null},{"id":"2306.13531","title":"WBCAtt: A White Blood Cell Dataset Annotated with Detailed Morphological Attributes","created":"2023-06-23","cited_by_count":22,"area":null},{"id":"2202.06240","title":"FairStyle: Debiasing StyleGAN2 with Style Channel Manipulations","created":"2022-02-13","cited_by_count":20,"area":null},{"id":"2204.02273","title":"Arbitrary-Scale Image Synthesis","created":"2022-04-05","cited_by_count":20,"area":null},{"id":"2111.13650","title":"Latent Space Smoothing for Individually Fair Representations","created":"2021-11-26","cited_by_count":18,"area":null},{"id":"2401.08527","title":"MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment","created":"2024-01-16","cited_by_count":18,"area":null},{"id":"2107.11186","title":"LARGE: Latent-Based Regression through GAN Semantics","created":"2021-07-22","cited_by_count":17,"area":null},{"id":"2302.12689","title":"GANterfactual-RL: Understanding Reinforcement Learning Agents' Strategies through Visual Counterfactual Explanations","created":"2023-02-24","cited_by_count":17,"area":null},{"id":"2310.06668","title":"Latent Diffusion Counterfactual Explanations","created":"2023-10-10","cited_by_count":17,"area":"diffusion"},{"id":"2404.12488","title":"Global Counterfactual Directions","created":"2024-04-18","cited_by_count":15,"area":"diffusion"},{"id":"2410.12591","title":"Rethinking Visual Counterfactual Explanations Through Region Constraint","created":"2024-10-16","cited_by_count":14,"area":null},{"id":"2403.12777","title":"Discover and Mitigate Multiple Biased Subgroups in Image Classifiers","created":"2024-03-19","cited_by_count":11,"area":null},{"id":"2408.15461","title":"Hand1000: Generating Realistic Hands from Text with Only 1,000 Images","created":"2024-08-28","cited_by_count":11,"area":null},{"id":"2204.05376","title":"medXGAN: Visual Explanations for Medical Classifiers through a Generative Latent Space","created":"2022-04-11","cited_by_count":10,"area":null},{"id":"2208.08840","title":"Mind the Gap in Distilling StyleGANs","created":"2022-08-18","cited_by_count":10,"area":null},{"id":"2203.11132","title":"Review of Disentanglement Approaches for Medical Applications -- Towards Solving the Gordian Knot of Generative Models in Healthcare","created":"2022-03-21","cited_by_count":9,"area":null},{"id":"2204.00492","title":"Provable concept learning for interpretable predictions using variational autoencoders","created":"2022-04-01","cited_by_count":9,"area":null},{"id":"2205.10119","title":"Is explainable AI a race against model complexity?","created":"2022-05-17","cited_by_count":9,"area":null},{"id":"2502.17160","title":"A Pragmatic Note on Evaluating Generative Models with Fr\\'echet Inception Distance for Retinal Image Synthesis","created":"2025-02-24","cited_by_count":9,"area":null},{"id":"2107.08756","title":"Attribution of Predictive Uncertainties in Classification Models","created":"2021-07-19","cited_by_count":8,"area":null},{"id":"2210.05248","title":"Self-supervised debiasing using low rank regularization","created":"2022-10-11","cited_by_count":8,"area":null},{"id":"2402.19186","title":"Disentangling representations of retinal images with generative models","created":"2024-02-29","cited_by_count":8,"area":null},{"id":"2403.14566","title":"A survey on Concept-based Approaches For Model Improvement","created":"2024-03-21","cited_by_count":8,"area":null},{"id":"2404.10356","title":"Generating Counterfactual Trajectories with Latent Diffusion Models for Concept Discovery","created":"2024-04-16","cited_by_count":8,"area":"diffusion"},{"id":"2109.10737","title":"DyStyle: Dynamic Neural Network for Multi-Attribute-Conditioned Style Editing","created":"2021-09-22","cited_by_count":7,"area":null},{"id":"2203.03668","title":"A Typology for Exploring the Mitigation of Shortcut Behavior","created":"2022-03-04","cited_by_count":7,"area":null},{"id":"2211.06522","title":"Deep Learning Generates Synthetic Cancer Histology for Explainability and Education","created":"2022-11-12","cited_by_count":7,"area":null},{"id":"2406.07961","title":"Accurate Explanation Model for Image Classifiers using Class Association Embedding","created":"2024-06-12","cited_by_count":6,"area":null},{"id":"2409.03303","title":"Improving Robustness to Multiple Spurious Correlations by Multi-Objective Optimization","created":"2024-09-05","cited_by_count":6,"area":null},{"id":"2506.02138","title":"Revisiting LRP: Positional Attribution as the Missing Ingredient for Transformer Explainability","created":"2025-06-02","cited_by_count":6,"area":null},{"id":"2207.04104","title":"Towards a More Rigorous Science of Blindspot Discovery in Image Classification Models","created":"2022-07-08","cited_by_count":5,"area":null},{"id":"2302.04246","title":"Shortcut Detection with Variational Autoencoders","created":"2023-02-08","cited_by_count":5,"area":null},{"id":"2306.00985","title":"Using generative AI to investigate medical imagery models and datasets","created":"2023-06-01","cited_by_count":5,"area":null},{"id":"2306.11890","title":"Out of Distribution Generalization via Interventional Style Transfer in Single-Cell Microscopy","created":"2023-06-15","cited_by_count":5,"area":null},{"id":"2405.20790","title":"Intersectional Unfairness Discovery","created":"2024-05-31","cited_by_count":5,"area":null},{"id":"2409.12952","title":"The Gaussian Discriminant Variational Autoencoder (GdVAE): A Self-Explainable Model with Counterfactual Explanations","created":"2024-09-19","cited_by_count":5,"area":null},{"id":"2510.14623","title":"LeapFactual: Reliable Visual Counterfactual Explanation Using Conditional Flow Matching","created":"2025-10-16","cited_by_count":5,"area":"diffusion"},{"id":"2206.05257","title":"Explaining Image Classifiers Using Contrastive Counterfactuals in Generative Latent Spaces","created":"2022-06-10","cited_by_count":4,"area":null},{"id":"2207.01917","title":"GLANCE: Global to Local Architecture-Neutral Concept-based Explanations","created":"2022-07-05","cited_by_count":4,"area":null},{"id":"2301.06324","title":"Img2Tab: Automatic Class Relevant Concept Discovery from StyleGAN Features for Explainable Image Classification","created":"2023-01-16","cited_by_count":4,"area":null},{"id":"2301.13445","title":"A Survey of Explainable AI in Deep Visual Modeling: Methods and Metrics","created":"2023-01-31","cited_by_count":4,"area":null},{"id":"2307.12219","title":"Improving Out-of-Distribution Robustness of Classifiers via Generative Interpolation","created":"2023-07-23","cited_by_count":4,"area":null},{"id":"2407.03830","title":"DocXplain: A Novel Model-Agnostic Explainability Method for Document Image Classification","created":"2024-07-04","cited_by_count":4,"area":null},{"id":"2410.06243","title":"Unsupervised Model Diagnosis","created":"2024-10-08","cited_by_count":4,"area":null},{"id":"2207.01916","title":"Hierarchical Symbolic Reasoning in Hyperbolic Space for Deep Discriminative Models","created":"2022-07-05","cited_by_count":3,"area":"lr"},{"id":"2306.00219","title":"Diffusion Brush: A Latent Diffusion Model-based Editing Tool for AI-generated Images","created":"2023-05-31","cited_by_count":3,"area":"diffusion"},{"id":"2311.11629","title":"Generating Realistic Counterfactuals for Retinal Fundus and OCT Images using Diffusion Models","created":"2023-11-20","cited_by_count":3,"area":"diffusion"},{"id":"2201.09689","title":"Which Style Makes Me Attractive? Interpretable Control Discovery and Counterfactual Explanation on StyleGAN","created":"2022-01-24","cited_by_count":2,"area":null},{"id":"2210.12196","title":"Augmentation by Counterfactual Explanation -- Fixing an Overconfident Classifier","created":"2022-10-21","cited_by_count":2,"area":null},{"id":"2305.00599","title":"StyleGenes: Discrete and Efficient Latent Distributions for GANs","created":"2023-04-30","cited_by_count":2,"area":null},{"id":"2308.08482","title":"Benign Shortcut for Debiasing: Fair Visual Recognition via Intervention with Shortcut Features","created":"2023-08-13","cited_by_count":2,"area":null},{"id":"2405.00313","title":"Streamlining Image Editing with Layered Diffusion Brushes","created":"2024-05-01","cited_by_count":2,"area":"diffusion"},{"id":"2407.01331","title":"Restyling Unsupervised Concept Based Interpretable Networks with Generative Models","created":"2024-07-01","cited_by_count":2,"area":null},{"id":"2409.08666","title":"Towards certifiable AI in aviation: landscape, challenges, and opportunities","created":"2024-09-13","cited_by_count":2,"area":null},{"id":"2501.06841","title":"Faithful Counterfactual Visual Explanations (FCVE)","created":"2025-01-12","cited_by_count":2,"area":null},{"id":"2503.05424","title":"Locally Explaining Prediction Behavior via Gradual Interventions and Measuring Property Gradients","created":"2025-03-07","cited_by_count":2,"area":null},{"id":"2601.18678","title":"Counterfactual Explanations on Robust Perceptual Geodesics","created":"2026-01-26","cited_by_count":2,"area":null},{"id":"2602.18792","title":"MaskDiME: Adaptive Masked Diffusion for Precise and Efficient Visual Counterfactual Explanations","created":"2026-02-21","cited_by_count":2,"area":"diffusion"},{"id":"2208.13061","title":"On Biased Behavior of GANs for Face Verification","created":"2022-08-27","cited_by_count":1,"area":null},{"id":"2210.12112","title":"Describing Sets of Images with Textual-PCA","created":"2022-10-21","cited_by_count":1,"area":null},{"id":"2303.13010","title":"Semantic Image Attack for Visual Model Diagnosis","created":"2023-03-23","cited_by_count":1,"area":null},{"id":"2307.15466","title":"LUCID-GAN: Conditional Generative Models to Locate Unfairness","created":"2023-07-28","cited_by_count":1,"area":null},{"id":"2311.08228","title":"Counterfactual Explanation for Regression via Disentanglement in Latent Space","created":"2023-11-14","cited_by_count":1,"area":null},{"id":"2312.03291","title":"Evaluation of human-model prediction difference on the Internet Scale of Data","created":"2023-12-06","cited_by_count":1,"area":null},{"id":"2401.11261","title":"Diffusion Model Conditioning on Gaussian Mixture Model and Negative Gaussian Mixture Gradient","created":"2024-01-20","cited_by_count":1,"area":"diffusion"},{"id":"2410.12814","title":"Leveraging generative models to characterize the failure conditions of image classifiers","created":"2024-10-01","cited_by_count":1,"area":null},{"id":"2410.13651","title":"Help Me Identify: Is an LLM+VQA System All We Need to Identify Visual Concepts?","created":"2024-10-17","cited_by_count":1,"area":null},{"id":"2410.13871","title":"Explaining an image classifier with a generative model conditioned by uncertainty","created":"2024-10-02","cited_by_count":1,"area":null},{"id":"2411.05261","title":"Cyclic Vision-Language Manipulator: Towards Reliable and Fine-Grained Image Interpretation for Automated Report Generation","created":"2024-11-08","cited_by_count":1,"area":null},{"id":"2503.23618","title":"Leveraging Vision-Language Foundation Models to Reveal Hidden Image-Attribute Relationships in Medical Imaging","created":"2025-03-30","cited_by_count":1,"area":"mllm"},{"id":"2504.08046","title":"Teaching Humans Subtle Differences with DIFFusion","created":"2025-04-10","cited_by_count":1,"area":null},{"id":"2504.17269","title":"Towards Generalized and Training-Free Text-Guided Semantic Manipulation","created":"2025-04-24","cited_by_count":1,"area":"diffusion"},{"id":"2506.07803","title":"Image Reconstruction as a Tool for Feature Analysis","created":"2025-06-09","cited_by_count":1,"area":"mllm"},{"id":"2507.11692","title":"Galaxy image simplification using Generative AI","created":"2025-07-15","cited_by_count":1,"area":null},{"id":"2507.12979","title":"A Distributed Generative AI Approach for Heterogeneous Multi-Domain Environments under Data Sharing constraints","created":"2025-07-17","cited_by_count":1,"area":null},{"id":"2211.01253","title":"Fair Visual Recognition via Intervention with Proxy Features","created":"2022-11-02","cited_by_count":0,"area":null},{"id":"2211.15370","title":"Clarity: an improved gradient method for producing quality visual counterfactual explanations","created":"2022-11-22","cited_by_count":0,"area":null},{"id":"2302.09260","title":"Attribute-Specific Manipulation Based on Layer-Wise Channels","created":"2023-02-18","cited_by_count":0,"area":null}],"next_cursor":"100"}