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Generative Models

6,381 papers

Papers per year

Papers

Towards Classifying Mother Tongue from Infant Cries - Findings Substantiating Prenatal Learning Theory INTERSPEECH 2024
Towards Naturalistic Voice Conversion: NaturalVoices Dataset with an Automatic Processing Pipeline INTERSPEECH 2024
Exploring the Robustness of Text-to-Speech Synthesis Based on Diffusion Probabilistic Models to Heavily Noisy Transcriptions INTERSPEECH 2024
Enhancing CTC-based speech recognition with diverse modeling units INTERSPEECH 2024
LAFMA: A Latent Flow Matching Model for Text-to-Audio Generation INTERSPEECH 2024
Blind Zero-Shot Audio Restoration: A Variational Autoencoder Approach for Denoising and Inpainting INTERSPEECH 2024
Rates of convergence for density estimation with generative adversarial networks JMLR 2024
Probabilistic Forecasting with Generative Networks via Scoring Rule Minimization JMLR 2024
Understanding Entropic Regularization in GANs JMLR 2024
Gaussian Interpolation Flows JMLR 2024
Homeomorphic Projection to Ensure Neural-Network Solution Feasibility for Constrained Optimization JMLR 2024
Neural Bayes estimators for censored inference with peaks-over-threshold models JMLR 2024
PirateNets: Physics-informed Deep Learning with Residual Adaptive Networks JMLR 2024
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling JMLR 2024
Learning “look-ahead” nonlocal traffic dynamics in a ring road L4DC 2024
STEMFold: Stochastic temporal manifold for multi-agent interactions in the presence of hidden agents L4DC 2024
Data-driven simulator for mechanical circulatory support with domain adversarial neural process L4DC 2024
Neural processes with event triggers for fast adaptation to changes L4DC 2024
Hamiltonian GAN L4DC 2024
Volcano: Mitigating Multimodal Hallucination through Self-Feedback Guided Revision NAACL 2024
COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder NAACL 2024
LanguageFlow: Advancing Diffusion Language Generation with Probabilistic Flows NAACL 2024
Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt NAACL 2024
MAGID: An Automated Pipeline for Generating Synthetic Multi-modal Datasets NAACL 2024