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Generative Models

6,381 papers

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Papers

NP-DRAW: A Non-Parametric Structured Latent Variable Model for Image Generation UAI 2021
On the distribution of penultimate activations of classification networks UAI 2021
The promises and pitfalls of deep kernel learning UAI 2021
Trumpets: Injective flows for inference and inverse problems UAI 2021
Tensor-train density estimation UAI 2021
PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components UAI 2021
Class balancing GAN with a classifier in the loop UAI 2021
Controllable and Progressive Image Extrapolation WACV 2021
Attention-Based Spatial Guidance for Image-to-Image Translation WACV 2021
Few-Shot Learning via Feature Hallucination With Variational Inference WACV 2021
Two-Level Adversarial Visual-Semantic Coupling for Generalized Zero-Shot Learning WACV 2021
Hierarchical Generative Adversarial Networks for Single Image Super-Resolution WACV 2021
Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data WACV 2021
Improved Training of Generative Adversarial Networks Using Decision Forests WACV 2021
Unsupervised Video Representation Learning by Bidirectional Feature Prediction WACV 2021
Real-Time Localized Photorealistic Video Style Transfer WACV 2021
Defect-GAN: High-Fidelity Defect Synthesis for Automated Defect Inspection WACV 2021
3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning WACV 2021
InfoMax-GAN: Improved Adversarial Image Generation via Information Maximization and Contrastive Learning WACV 2021
Subject Guided Eye Image Synthesis With Application to Gaze Redirection WACV 2021
Learning Fast Converging, Effective Conditional Generative Adversarial Networks With a Mirrored Auxiliary Classifier WACV 2021
Viewpoint-Agnostic Image Rendering WACV 2021
DeepOpht: Medical Report Generation for Retinal Images via Deep Models and Visual Explanation WACV 2021
LT-GAN: Self-Supervised GAN With Latent Transformation Detection WACV 2021
Transductive Zero-Shot Learning by Decoupled Feature Generation WACV 2021