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Generative Models

7,221 papers

Papers per year

11
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943
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Papers

Rethinking conditional GAN training: An approach using geometrically structured latent manifolds NIPS 2021
OSOA: One-Shot Online Adaptation of Deep Generative Models for Lossless Compression NIPS 2021
Predicting Molecular Conformation via Dynamic Graph Score Matching NIPS 2021
Bounds all around: training energy-based models with bidirectional bounds NIPS 2021
CogView: Mastering Text-to-Image Generation via Transformers NIPS 2021
A Shading-Guided Generative Implicit Model for Shape-Accurate 3D-Aware Image Synthesis NIPS 2021
Model-Based Domain Generalization NIPS 2021
Meta Internal Learning NIPS 2021
Generative Occupancy Fields for 3D Surface-Aware Image Synthesis NIPS 2021
Gaussian Kernel Mixture Network for Single Image Defocus Deblurring NIPS 2021
Catch-A-Waveform: Learning to Generate Audio from a Single Short Example NIPS 2021
Data-Efficient GAN Training Beyond (Just) Augmentations: A Lottery Ticket Perspective NIPS 2021
Deconvolutional Networks on Graph Data NIPS 2021
Improving Visual Quality of Image Synthesis by A Token-based Generator with Transformers NIPS 2021
NeRV: Neural Representations for Videos NIPS 2021
Generative vs. Discriminative: Rethinking The Meta-Continual Learning NIPS 2021
Model, sample, and epoch-wise descents: exact solution of gradient flow in the random feature model NIPS 2021
Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NIPS 2021
SNIPS: Solving Noisy Inverse Problems Stochastically NIPS 2021
NeuroMLR: Robust & Reliable Route Recommendation on Road Networks NIPS 2021
NORESQA: A Framework for Speech Quality Assessment using Non-Matching References NIPS 2021
Sparse Flows: Pruning Continuous-depth Models NIPS 2021
Spectrum-to-Kernel Translation for Accurate Blind Image Super-Resolution NIPS 2021
NN-Baker: A Neural-network Infused Algorithmic Framework for Optimization Problems on Geometric Intersection Graphs NIPS 2021
Learning to Compose Visual Relations NIPS 2021