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Generative Models

6,381 papers

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Papers

Data-Driven Knowledge-Aware Inference of Private Information in Continuous Double Auctions AAAI 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024
Faithful Model Explanations through Energy-Constrained Conformal Counterfactuals AAAI 2024
Generating Universal Adversarial Perturbations for Quantum Classifiers AAAI 2024
Robustness-Guided Image Synthesis for Data-Free Quantization AAAI 2024
A Theory of Non-acyclic Generative Flow Networks AAAI 2024
Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks AAAI 2024
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors AAAI 2024
Inverse Weight-Balancing for Deep Long-Tailed Learning AAAI 2024
Turning Waste into Wealth: Leveraging Low-Quality Samples for Enhancing Continuous Conditional Generative Adversarial Networks AAAI 2024
A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions AAAI 2024
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold AAAI 2024
Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks AAAI 2024
Generative Calibration of Inaccurate Annotation for Label Distribution Learning AAAI 2024
MusER: Musical Element-Based Regularization for Generating Symbolic Music with Emotion AAAI 2024
FMRNet: Image Deraining via Frequency Mutual Revision AAAI 2024
Recall-Oriented Continual Learning with Generative Adversarial Meta-Model AAAI 2024
Generative Model Perception Rectification Algorithm for Trade-Off between Diversity and Quality AAAI 2024
Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens AAAI 2024
GxVAEs: Two Joint VAEs Generate Hit Molecules from Gene Expression Profiles AAAI 2024
Tensorized Label Learning on Anchor Graph AAAI 2024
EMGAN: Early-Mix-GAN on Extracting Server-Side Model in Split Federated Learning AAAI 2024
Distribution-Conditioned Adversarial Variational Autoencoder for Valid Instrumental Variable Generation AAAI 2024
Component Fourier Neural Operator for Singularly Perturbed Differential Equations AAAI 2024