% Key papers for Generalizable fake image detection (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2020_cnn_15223, title = {{CNN-Generated Images Are Surprisingly Easy to Spot... for Now}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_towards_22394, title = {{Towards Universal Fake Image Detectors That Generalize Across Generative Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23276}, } @inproceedings{aaai2019_unsupervised_101793, title = {{Unsupervised Fake News Detection on Social Media: A Generative Approach}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4508}, } @inproceedings{cvpr2023_learning_21428, title = {{Learning on Gradients: Generalized Artifacts Representation for GAN-Generated Images Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22164}, } @inproceedings{cvpr2024_forgery_23499, title = {{Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31740}, } @inproceedings{iclr2024_self_34482, title = {{Self-Consuming Generative Models Go MAD}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18592}, } @inproceedings{cvpr2021_a_16530, title = {{A Closer Look at Fourier Spectrum Discrepancies for CNN-Generated Images Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_attention_15160, title = {{Attention-Driven Cropping for Very High Resolution Facial Landmark Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_df_20692, title = {{DF-Platter: Multi-Face Heterogeneous Deepfake Dataset}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21124}, } @inproceedings{neurips2023_genimage_67518, title = {{GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/73644}, } @inproceedings{cvpr2025_sida_27522, title = {{SIDA: Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32427}, } @inproceedings{cvpr2022_proactive_19617, title = {{Proactive Image Manipulation Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_deepfake_18629, title = {{DeepFake Disrupter: The Detector of DeepFake Is My Friend}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2024_towards_25042, title = {{Towards Generalizable Tumor Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29663}, } @inproceedings{aaai2020_conan_100228, title = {{CONAN: Complementary Pattern Augmentation for Rare Disease Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/5401}, } @inproceedings{cvpr2024_language_23924, title = {{Language-driven Grasp Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29979}, } @inproceedings{neurips2023_seeing_68488, title = {{Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/73558}, } @inproceedings{cvpr2019_aird_13807, title = {{AIRD: Adversarial Learning Framework for Image Repurposing Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2024_shadows_24809, title = {{Shadows Don't Lie and Lines Can't Bend! Generative Models don't know Projective Geometry...for now}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31180}, } @inproceedings{cvpr2025_a_25351, title = {{A Bias-Free Training Paradigm for More General AI-generated Image Detection}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34882}, } @inproceedings{cvpr2025_any_25492, title = {{Any-Resolution AI-Generated Image Detection by Spectral Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33589}, } @inproceedings{cvpr2025_ai_25393, title = {{AI-Face: A Million-Scale Demographically Annotated AI-Generated Face Dataset and Fairness Benchmark}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34370}, } @inproceedings{cvpr2025_towards_27933, title = {{Towards Universal AI-Generated Image Detection by Variational Information Bottleneck Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35206}, } @inproceedings{cvpr2024_would_25291, title = {{Would Deep Generative Models Amplify Bias in Future Models?}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30196}, } @inproceedings{cvpr2025_community_25745, title = {{Community Forensics: Using Thousands of Generators to Train Fake Image Detectors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32740}, } @inproceedings{neurips2024_breaking_71901, title = {{Breaking Semantic Artifacts for Generalized AI-generated Image Detection}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95403}, } @inproceedings{aaai2025_oddn_10140, title = {{ODDN: Addressing Unpaired Data Challenges in Open-World Deepfake Detection on Online Social Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32063}, } @inproceedings{cvpr2024_manifpt_24105, title = {{ManiFPT: Defining and Analyzing Fingerprints of Generative Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31774}, } @inproceedings{cvpr2025_co_25657, title = {{CO-SPY: Combining Semantic and Pixel Features to Detect Synthetic Images by AI}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34282}, } @inproceedings{aaai2025_wildfake_11304, title = {{WildFake: A Large-Scale and Hierarchical Dataset for AI-Generated Images Detection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32363}, } @inproceedings{cvpr2025_secret_27600, title = {{Secret Lies in Color: Enhancing AI-Generated Images Detection with Color Distribution Analysis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33701}, } @inproceedings{neurips2025_dual_75791, title = {{Dual Data Alignment Makes AI-Generated Image Detector Easier Generalizable}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=C39ShJwtD5}, } @inproceedings{aaai2024_automated_5233, title = {{Automated Defect Report Generation for Enhanced Industrial Quality Control}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29900}, }