{"total":65,"rows":[{"id":"2209.00626","title":"The Alignment Problem from a Deep Learning Perspective","created":"2022-08-30","cited_by_count":258,"area":null},{"id":"1911.03393","title":"Variational Mixture-of-Experts Autoencoders for Multi-Modal Deep Generative Models","created":"2019-11-08","cited_by_count":178,"area":"moe"},{"id":"2203.12691","title":"Learning to generate line drawings that convey geometry and semantics","created":"2022-03-23","cited_by_count":83,"area":null},{"id":"2310.18512","title":"Preventing Language Models From Hiding Their Reasoning","created":"2023-10-27","cited_by_count":65,"area":"lr"},{"id":"2305.03989","title":"LEO: Generative Latent Image Animator for Human Video Synthesis","created":"2023-05-06","cited_by_count":40,"area":null},{"id":"2103.15814","title":"High-Fidelity and Arbitrary Face Editing","created":"2021-03-29","cited_by_count":35,"area":null},{"id":"2101.05796","title":"DeFlow: Learning Complex Image Degradations from Unpaired Data with Conditional Flows","created":"2021-01-14","cited_by_count":30,"area":null},{"id":"2103.10685","title":"Controllable Generation from Pre-trained Language Models via Inverse Prompting","created":"2021-03-19","cited_by_count":29,"area":null},{"id":"2102.06315","title":"Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization","created":"2021-02-11","cited_by_count":24,"area":null},{"id":"2202.08141","title":"FUN-SIS: a Fully UNsupervised approach for Surgical Instrument Segmentation","created":"2022-02-16","cited_by_count":20,"area":null},{"id":"2204.10090","title":"Learn from Unpaired Data for Image Restoration: A Variational Bayes Approach","created":"2022-04-21","cited_by_count":18,"area":null},{"id":"2211.00098","title":"Synthetic ID Card Image Generation for Improving Presentation Attack Detection","created":"2022-10-31","cited_by_count":18,"area":null},{"id":"2403.20142","title":"StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation","created":"2024-03-29","cited_by_count":18,"area":null},{"id":"2207.13867","title":"Generative Steganography Network","created":"2022-07-28","cited_by_count":15,"area":null},{"id":"2309.07698","title":"Dataset Condensation via Generative Model","created":"2023-09-14","cited_by_count":15,"area":null},{"id":"2501.07033","title":"Detection of AI Deepfake and Fraud in Online Payments Using GAN-Based Models","created":"2025-01-13","cited_by_count":14,"area":null},{"id":"2305.08336","title":"Inverse Rendering of Translucent Objects using Physical and Neural Renderers","created":"2023-05-15","cited_by_count":9,"area":null},{"id":"2309.03048","title":"Exploring Semantic Consistency in Unpaired Image Translation to Generate Data for Surgical Applications","created":"2023-09-06","cited_by_count":9,"area":null},{"id":"2107.01869","title":"Towards Better Adversarial Synthesis of Human Images from Text","created":"2021-07-05","cited_by_count":7,"area":null},{"id":"2508.16100","title":"CYCLE-INSTRUCT: Fully Seed-Free Instruction Tuning via Dual Self-Training and Cycle Consistency","created":"2025-08-22","cited_by_count":6,"area":"alignment"},{"id":"2509.17046","title":"A Chain-of-thought Reasoning Breast Ultrasound Dataset Covering All Histopathology Categories","created":"2025-09-21","cited_by_count":6,"area":null},{"id":"2103.08236","title":"Generating Synthetic Handwritten Historical Documents With OCR Constrained GANs","created":"2021-03-15","cited_by_count":5,"area":null},{"id":"2202.03678","title":"Quality Metric Guided Portrait Line Drawing Generation from Unpaired Training Data","created":"2022-02-08","cited_by_count":5,"area":null},{"id":"2103.11362","title":"Self adversarial attack as an augmentation method for immunohistochemical stainings","created":"2021-03-21","cited_by_count":4,"area":null},{"id":"2104.13786","title":"Unsupervised Detection of Cancerous Regions in Histology Imagery using Image-to-Image Translation","created":"2021-04-28","cited_by_count":4,"area":null},{"id":"2206.14951","title":"CLTS-GAN: Color-Lighting-Texture-Specular Reflection Augmentation for Colonoscopy","created":"2022-06-29","cited_by_count":4,"area":null},{"id":"2407.02424","title":"A Pattern Language for Machine Learning Tasks","created":"2024-07-02","cited_by_count":4,"area":null},{"id":"2510.04479","title":"VaseVQA-3D: Benchmarking 3D VLMs on Ancient Greek Pottery","created":"2025-10-06","cited_by_count":4,"area":"lr"},{"id":"2110.10784","title":"Style Agnostic 3D Reconstruction via Adversarial Style Transfer","created":"2021-10-20","cited_by_count":3,"area":null},{"id":"2204.13338","title":"Policy Gradient Stock GAN for Realistic Discrete Order Data Generation in Financial Markets","created":"2022-04-28","cited_by_count":3,"area":null},{"id":"2207.03887","title":"Generative Adversarial Networks and Other Generative Models","created":"2022-07-08","cited_by_count":3,"area":null},{"id":"2506.17846","title":"Out of Control -- Why Alignment Needs Formal Control Theory (and an Alignment Control Stack)","created":"2025-06-21","cited_by_count":3,"area":null},{"id":"2608.23875","title":"AI Finds A Way","created":"2026-08-24","cited_by_count":3,"area":null},{"id":"2105.13859","title":"Generative Network-Based Reduced-Order Model for Prediction, Data Assimilation and Uncertainty Quantification","created":"2021-05-28","cited_by_count":2,"area":null},{"id":"2107.11022","title":"AD-GAN: End-to-end Unsupervised Nuclei Segmentation with Aligned Disentangling Training","created":"2021-07-23","cited_by_count":2,"area":null},{"id":"2201.06415","title":"Improving Performance of Semantic Segmentation CycleGANs by Noise Injection into the Latent Segmentation Space","created":"2022-01-17","cited_by_count":2,"area":"safety"},{"id":"2301.13128","title":"Standardized CycleGAN training for unsupervised stain adaptation in invasive carcinoma classification for breast histopathology","created":"2023-01-30","cited_by_count":2,"area":null},{"id":"2307.10281","title":"Semi-supervised Cycle-GAN for face photo-sketch translation in the wild","created":"2023-07-18","cited_by_count":2,"area":null},{"id":"2310.03759","title":"A Novel Deep Learning Technique for Morphology Preserved Fetal ECG Extraction from Mother ECG using 1D-CycleGAN","created":"2023-09-25","cited_by_count":2,"area":null},{"id":"2409.06367","title":"Texture-AD: An Anomaly Detection Dataset and Benchmark for Real Algorithm Development","created":"2024-09-10","cited_by_count":2,"area":null},{"id":"2410.23472","title":"Risk Sources and Risk Management Measures in Support of Standards for General-Purpose AI Systems","created":"2024-10-30","cited_by_count":2,"area":null},{"id":"2607.20379","title":"Train the Model, Not the Reader: Decodability Supervision for Verifiable Activation Explanations","created":"2026-07-22","cited_by_count":2,"area":null},{"id":"2111.13279","title":"Disentangled Unsupervised Image Translation via Restricted Information Flow","created":"2021-11-26","cited_by_count":1,"area":null},{"id":"2202.01115","title":"NeuRegenerate: A Framework for Visualizing Neurodegeneration","created":"2022-02-02","cited_by_count":1,"area":null},{"id":"2308.01769","title":"Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN","created":"2023-08-03","cited_by_count":1,"area":null},{"id":"2311.02926","title":"Deep Image Semantic Communication Model for Artificial Intelligent Internet of Things","created":"2023-11-06","cited_by_count":1,"area":null},{"id":"2502.14462","title":"Single-image Reflectance and Transmittance Estimation from Any Flatbed Scanner","created":"2025-02-20","cited_by_count":1,"area":null},{"id":"2507.05819","title":"2D Instance Editing in 3D Space","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2605.26421","title":"HydraPrompt: An Adaptive and Asymmetric Framework of Vision-Language Models for Synthetic Image Detection","created":"2026-05-26","cited_by_count":1,"area":"mllm"},{"id":"2102.00863","title":"Self-Supervised Equivariant Scene Synthesis from Video","created":"2021-02-01","cited_by_count":0,"area":null},{"id":"2104.05252","title":"Boltzmann Tuning of Generative Models","created":"2021-04-12","cited_by_count":0,"area":null},{"id":"2107.02494","title":"Independent Encoder for Deep Hierarchical Unsupervised Image-to-Image Translation","created":"2021-07-06","cited_by_count":0,"area":null},{"id":"2202.00617","title":"A General, Evolution-Inspired Reward Function for Social Robotics","created":"2022-02-01","cited_by_count":0,"area":"offlinerl"},{"id":"2211.02141","title":"Shapes2Toon: Generating Cartoon Characters from Simple Geometric Shapes","created":"2022-11-03","cited_by_count":0,"area":null},{"id":"2212.12733","title":"Artificial Pupil Dilation for Data Augmentation in Iris Semantic Segmentation","created":"2022-12-24","cited_by_count":0,"area":null},{"id":"2308.09835","title":"Microscopy Image Segmentation via Point and Shape Regularized Data Synthesis","created":"2023-08-18","cited_by_count":0,"area":null},{"id":"2311.03866","title":"SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation","created":"2023-11-07","cited_by_count":0,"area":null},{"id":"2407.19774","title":"Garment Animation NeRF with Color Editing","created":"2024-07-29","cited_by_count":0,"area":null},{"id":"2504.08411","title":"A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation","created":"2025-04-11","cited_by_count":0,"area":null},{"id":"2505.09831","title":"IMPLICITSTAINER: Resolution Agnostic Data-Efficient Virtual Staining Using Neural Implicit Functions","created":"2025-05-14","cited_by_count":0,"area":null},{"id":"2510.20029","title":"BrainPuzzle: Hybrid Physics and Data-Driven Reconstruction for Transcranial Ultrasound Tomography","created":"2025-10-22","cited_by_count":0,"area":null},{"id":"2603.18022","title":"Using Laplace Transform To Optimize the Hallucination of Generation Models","created":"2026-03-05","cited_by_count":0,"area":null},{"id":"2604.18368","title":"DSA-CycleGAN: A Domain Shift Aware CycleGAN for Robust Multi-Stain Glomeruli Segmentation","created":"2026-04-20","cited_by_count":0,"area":null},{"id":"2608.29043","title":"Di$^2$CycleSB: Towards High-Quality Unsupervised Nighttime Visibility Enhancement via Schr\\\"odinger Bridge Transformer","created":"2026-08-29","cited_by_count":0,"area":null},{"id":"2610.17376","title":"What Makes a Latent Space Shared? Direct and Recoverable Compatibility in Motion VAEs","created":"2026-10-12","cited_by_count":0,"area":null}],"next_cursor":null}