Generative Models

StyleGenes: Discrete and Efficient Latent Distributions for GANs WACV 2024 Style Randomization Improves the Robustness of Breast Density Estimation in MR Images MIDL 2024 StyLitGAN: Image-Based Relighting via Latent Control CVPR 2024 Subject-driven Text-to-Image Generation via Preference-based Reinforcement Learning NeurIPS 2024 SumTablets: A Transliteration Dataset of Sumerian Tablets ACL 2024 Super-Resolution Reconstruction from Bayer-Pattern Spike Streams CVPR 2024 SupeRVol: Super-Resolution Shape and Reflectance Estimation in Inverse Volume Rendering WACV 2024 SwiftBrush: One-Step Text-to-Image Diffusion Model with Variational Score Distillation CVPR 2024 Switched Flow Matching: Eliminating Singularities via Switching ODEs ICML 2024 Symmetric Equilibrium Learning of VAEs AISTATS 2024 SyncTalk: The Devil is in the Synchronization for Talking Head Synthesis CVPR 2024 Synthesizing Anyone, Anywhere, in Any Pose WACV 2024 Synthesizing Environment-Specific People in Photographs ECCV 2024 Synthesizing Long-Form Speech merely from Sentence-Level Corpus with Content Extrapolation and LLM Contextual Enrichment Interspeech 2024 SynthProv: Interpretable Framework for Profiling Identity Leakage WACV 2024 T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models NeurIPS 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NeurIPS 2024 TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NeurIPS 2024 Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting CVPR 2024 Taming Normalizing Flows WACV 2024 Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions CVPR 2024 Task Confusion and Catastrophic Forgetting in Class-Incremental Learning: A Mathematical Framework for Discriminative and Generative Modelings NeurIPS 2024 Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster AAAI 2024 TCSinger: Zero-Shot Singing Voice Synthesis with Style Transfer and Multi-Level Style Control EMNLP 2024 TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis NAACL 2024