Generative Models

SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping NeurIPS 2022 ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model NeurIPS 2022 Should We Trust This Summary? Bayesian Abstractive Summarization to The Rescue ACL 2022 Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning CVPR 2022 Signal Processing for Implicit Neural Representations NeurIPS 2022 Signing at Scale: Learning to Co-Articulate Signs for Large-Scale Photo-Realistic Sign Language Production CVPR 2022 SingAug: Data Augmentation for Singing Voice Synthesis with Cycle-consistent Training Strategy Interspeech 2022 SketchEdit: Mask-Free Local Image Manipulation With Partial Sketches CVPR 2022 SkexGen: Autoregressive Generation of CAD Construction Sequences with Disentangled Codebooks ICML 2022 Smooth-Swap: A Simple Enhancement for Face-Swapping With Smoothness CVPR 2022 SNRi Target Training for Joint Speech Enhancement and Recognition Interspeech 2022 So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022 SoFaiR: Single Shot Fair Representation Learning IJCAI 2022 Spanning Tree-based Graph Generation for Molecules ICLR 2022 Sparse Probabilistic Circuits via Pruning and Growing NeurIPS 2022 Sparse to Dense Dynamic 3D Facial Expression Generation CVPR 2022 SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss AAAI 2022 Spatial Frequency Bias in Convolutional Generative Adversarial Networks AAAI 2022 Spatially-Adaptive Multilayer Selection for GAN Inversion and Editing CVPR 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022 Speech Emotion Recognition via Generation using an Attention-based Variational Recurrent Neural Network Interspeech 2022 Speech Separation for an Unknown Number of Speakers Using Transformers With Encoder-Decoder Attractors Interspeech 2022 SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022 SQuALITY: Building a Long-Document Summarization Dataset the Hard Way EMNLP 2022 SQ-VAE: Variational Bayes on Discrete Representation with Self-annealed Stochastic Quantization ICML 2022