Generative Models

Invertible Tabular GANs: Killing Two Birds with One Stone for Tabular Data Synthesis NeurIPS 2021 Inverting Generative Adversarial Renderer for Face Reconstruction CVPR 2021 Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion Interspeech 2021 IR-GAN: Room Impulse Response Generator for Far-Field Speech Recognition Interspeech 2021 Is SGD a Bayesian sampler? Well, almost JMLR 2021 Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods NeurIPS 2021 It Has Potential: Gradient-Driven Denoisers for Convergent Solutions to Inverse Problems NeurIPS 2021 Itihasa: A large-scale corpus for Sanskrit to English translation ACL 2021 iVPF: Numerical Invertible Volume Preserving Flow for Efficient Lossless Compression CVPR 2021 JEM++: Improved Techniques for Training JEM ICCV 2021 Joint inference and input optimization in equilibrium networks NeurIPS 2021 KACE: Generating Knowledge Aware Contrastive Explanations for Natural Language Inference ACL 2021 Kanerva++: Extending the Kanerva Machine With Differentiable, Locally Block Allocated Latent Memory ICLR 2021 Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning EMNLP 2021 Keyword Augmentation via Generative Methods ACL 2021 KG-BART: Knowledge Graph-Augmented BART for Generative Commonsense Reasoning AAAI 2021 Knowledge-Guided Object Discovery with Acquired Deep Impressions AAAI 2021 L2M-GAN: Learning To Manipulate Latent Space Semantics for Facial Attribute Editing CVPR 2021 Large-Capacity Image Steganography Based on Invertible Neural Networks CVPR 2021 Large Scale Image Completion via Co-Modulated Generative Adversarial Networks ICLR 2021 LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions ICCV 2021 Latent Gaussian process with composite likelihoods and numerical quadrature AISTATS 2021 Latent Programmer: Discrete Latent Codes for Program Synthesis ICML 2021 Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification ICML 2021 Latent Transformations via NeuralODEs for GAN-Based Image Editing ICCV 2021