Generative Models

Amortized Tree Generation for Bottom-up Synthesis Planning and Synthesizable Molecular Design ICLR 2022 A Multi-Resolution Framework for U-Nets with Applications to Hierarchical VAEs NeurIPS 2022 A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS Interspeech 2022 An Adversarial Framework for Generating Unseen Images by Activation Maximization AAAI 2022 Analysis of expressivity transfer in non-autoregressive end-to-end multispeaker TTS systems Interspeech 2022 Analytic-DPM: an Analytic Estimate of the Optimal Reverse Variance in Diffusion Probabilistic Models ICLR 2022 Analyzing the Use of Influence Functions for Instance-Specific Data Filtering in Neural Machine Translation EMNLP 2022 An Autoregressive Flow Model for 3D Molecular Geometry Generation from Scratch ICLR 2022 Ancestral protein sequence reconstruction using a tree-structured Ornstein-Uhlenbeck variational autoencoder ICLR 2022 An efficient graph generative model for navigating ultra-large combinatorial synthesis libraries NeurIPS 2022 An End-to-End Dialogue Summarization System for Sales Calls NAACL 2022 A Neural Tangent Kernel Perspective of GANs ICML 2022 AniFaceGAN: Animatable 3D-Aware Face Image Generation for Video Avatars NeurIPS 2022 An Overview & Analysis of Sequence-to-Sequence Emotional Voice Conversion Interspeech 2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NeurIPS 2022 An Unsupervised Hunt for Gravitational Lenses AISTATS 2022 An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022 AnyFace: Free-Style Text-To-Face Synthesis and Manipulation CVPR 2022 A prior-based approximate latent Riemannian metric AISTATS 2022 A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing IJCAI 2022 A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation ACL 2022 A Random Matrix Perspective on Mixtures of Nonlinearities in High Dimensions AISTATS 2022 Arbitrary-Scale Image Synthesis CVPR 2022 ARCANE: An Efficient Architecture for Exact Machine Unlearning IJCAI 2022 Are Abstractive Summarization Models truly ‘Abstractive’? An Empirical Study to Compare the two Forms of Summarization EMNLP 2022