Generative Models

The Unmet Promise of Synthetic Training Images: Using Retrieved Real Images Performs Better NeurIPS 2024 ThickV-Stain: Unprocessed Thick Tissues Virtual Staining for Rapid Intraoperative Histology MIDL 2024 TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models ECCV 2024 TIGER: A Unified Generative Model Framework for Multimodal Dialogue Response Generation COLING 2024 Time Weaver: A Conditional Time Series Generation Model ICML 2024 Token Alignment via Character Matching for Subword Completion ACL 2024 ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024 Topic-VQ-VAE: Leveraging Latent Codebooks for Flexible Topic-Guided Document Generation AAAI 2024 Towards a Scalable Reference-Free Evaluation of Generative Models NeurIPS 2024 Towards Characterizing Domain Counterfactuals for Invertible Latent Causal Models ICLR 2024 Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory Interspeech 2024 Towards Croppable Implicit Neural Representations NeurIPS 2024 Towards Detailed Text-to-Motion Synthesis via Basic-to-Advanced Hierarchical Diffusion Model AAAI 2024 Towards Diverse and Consistent Typography Generation WACV 2024 Towards Editing Time Series NeurIPS 2024 Towards Efficient Diffusion-Based Image Editing with Instant Attention Masks AAAI 2024 Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection ICLR 2024 Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach ICLR 2024 Towards Memorization-Free Diffusion Models CVPR 2024 Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner CVPR 2024 Towards Naturalistic Voice Conversion: NaturalVoices Dataset with an Automatic Processing Pipeline Interspeech 2024 Towards Neural Architecture Search through Hierarchical Generative Modeling ICML 2024 Towards Realistic Generative 3D Face Models WACV 2024 Towards Squeezing-Averse Virtual Try-On via Sequential Deformation AAAI 2024 Towards Theoretical Understandings of Self-Consuming Generative Models ICML 2024