Generative Models

Elucidating the Design Space of Diffusion-Based Generative Models NeurIPS 2022 Embedded-model flows: Combining the inductive biases of model-free deep learning and explicit probabilistic modeling ICLR 2022 EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022 Enabling Arbitrary Translation Objectives with Adaptive Tree Search ICLR 2022 End-to-end framework for spoof-aware speaker verification Interspeech 2022 Energy-Based Contrastive Learning of Visual Representations NeurIPS 2022 Energy-Based Generative Cooperative Saliency Prediction AAAI 2022 Energy-Based Latent Aligner for Incremental Learning CVPR 2022 Energy-Inspired Molecular Conformation Optimization ICLR 2022 Enhanced Latent Space Blind Model for Real Image Denoising via Alternative Optimization NeurIPS 2022 Ensembling Off-the-Shelf Models for GAN Training CVPR 2022 Entropy Estimation via Normalizing Flow AAAI 2022 Estimating the Optimal Covariance with Imperfect Mean in Diffusion Probabilistic Models ICML 2022 EtriCA: Event-Triggered Context-Aware Story Generation Augmented by Cross Attention EMNLP 2022 Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention EMNLP 2022 Evaluating Disentanglement of Structured Representations ICLR 2022 Evaluation Metrics for Graph Generative Models: Problems, Pitfalls, and Practical Solutions ICLR 2022 Event Causality Identification via Generation of Important Context Words NAACL 2022 Event Transition Planning for Open-ended Text Generation ACL 2022 EV-GAN: Simulation of extreme events with ReLU neural networks JMLR 2022 Evolutionary Variational Optimization of Generative Models JMLR 2022 Exemplar-Based Pattern Synthesis With Implicit Periodic Field Network CVPR 2022 Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs NAACL 2022 Exploiting locality in high-dimensional Factorial hidden Markov models JMLR 2022 Exploring and Exploiting Hubness Priors for High-Quality GAN Latent Sampling ICML 2022