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Generative Models

7,221 papers

Papers per year

11
34
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Papers

ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model NIPS 2022
Are GANs overkill for NLP? NIPS 2022
COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NIPS 2022
Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NIPS 2022
RainNet: A Large-Scale Imagery Dataset and Benchmark for Spatial Precipitation Downscaling NIPS 2022
You Never Stop Dancing: Non-freezing Dance Generation via Bank-constrained Manifold Projection NIPS 2022
Lost in Latent Space: Examining failures of disentangled models at combinatorial generalisation NIPS 2022
On Deep Generative Models for Approximation and Estimation of Distributions on Manifolds NIPS 2022
Can Push-forward Generative Models Fit Multimodal Distributions? NIPS 2022
Generic bounds on the approximation error for physics-informed (and) operator learning NIPS 2022
Dict-TTS: Learning to Pronounce with Prior Dictionary Knowledge for Text-to-Speech NIPS 2022
Intrinsic dimensionality estimation using Normalizing Flows NIPS 2022
Learning Optimal Flows for Non-Equilibrium Importance Sampling NIPS 2022
Modular Flows: Differential Molecular Generation NIPS 2022
Coordinates Are NOT Lonely - Codebook Prior Helps Implicit Neural 3D representations NIPS 2022
VCT: A Video Compression Transformer NIPS 2022
Selective compression learning of latent representations for variable-rate image compression NIPS 2022
Signal Processing for Implicit Neural Representations NIPS 2022
Kantorovich Strikes Back! Wasserstein GANs are not Optimal Transport? NIPS 2022
Private Set Generation with Discriminative Information NIPS 2022
Diffusion Models as Plug-and-Play Priors NIPS 2022
Learning Modular Simulations for Homogeneous Systems NIPS 2022
Sequence-to-Set Generative Models NIPS 2022
Improving GANs with A Dynamic Discriminator NIPS 2022
Drawing out of Distribution with Neuro-Symbolic Generative Models NIPS 2022