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Generative Models

6,381 papers

Papers per year

Papers

Visual Hallucination Elevates Speech Recognition AAAI 2024
FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis AAAI 2024
Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024
Direct Amortized Likelihood Ratio Estimation AAAI 2024
Deep Copula-Based Survival Analysis for Dependent Censoring with Identifiability Guarantees AAAI 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 2024
Generative Model for Decision Trees AAAI 2024
Feature Unlearning for Pre-trained GANs and VAEs AAAI 2024
Understanding Likelihood of Normalizing Flow and Image Complexity through the Lens of Out-of-Distribution Detection AAAI 2024
Robust Stochastic Graph Generator for Counterfactual Explanations AAAI 2024
Quantile-Based Maximum Likelihood Training for Outlier Detection AAAI 2024
The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution AAAI 2024
Physics-Informed Graph Neural Networks for Water Distribution Systems AAAI 2024
Long-Term Fair Decision Making through Deep Generative Models AAAI 2024
A Picture Is Worth a Thousand Words: Co-designing Text-to-Image Generation Learning Materials for K-12 with Educators AAAI 2024
Constructing Dreams Using Generative AI AAAI 2024
Risk Management in Image Generative Models through Model Fingerprinting AAAI 2024
Dual Mapping of 2D StyleGAN for 3D-Aware Image Generation and Manipulation (Student Abstract) AAAI 2024
Shallow Diffusion for Fast Speech Enhancement (Student Abstract) AAAI 2024
Neuroevolution of a Multi-Generator GAN (Student Abstract) AAAI 2024
Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024
Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract) AAAI 2024
COPD-FlowNet: Elevating Non-invasive COPD Diagnosis with CFD Simulations (Student Abstract) AAAI 2024
Deep Learning for Style Transfer and Experimentation with Audio Effects and Music Creation AAAI 2024
SciMON: Scientific Inspiration Machines Optimized for Novelty ACL 2024