Generative Models

Ab-Initio Potential Energy Surfaces by Pairing GNNs with Neural Wave Functions ICLR 2022 A Brand New Dance Partner: Music-Conditioned Pluralistic Dancing Controlled by Multiple Dance Genres CVPR 2022 A compact transformer-based GAN vocoder Interspeech 2022 A Continuous Time Framework for Discrete Denoising Models NeurIPS 2022 A Continuum of Generation Tasks for Investigating Length Bias and Degenerate Repetition EMNLP 2022 A Copy-Augmented Generative Model for Open-Domain Question Answering ACL 2022 AdaCat: Adaptive categorical discretization for autoregressive models UAI 2022 Adaptive Multi-stage Density Ratio Estimation for Learning Latent Space Energy-based Model NeurIPS 2022 Addressing Segmentation Ambiguity in Neural Linguistic Steganography AACL 2022 A Distributional Lens for Multi-Aspect Controllable Text Generation EMNLP 2022 Adversarial Multi-Task Learning for Disentangling Timbre and Pitch in Singing Voice Synthesis Interspeech 2022 Adversarial Text-to-Speech for low-resource languages EMNLP 2022 AEG: Argumentative Essay Generation via A Dual-Decoder Model with Content Planning EMNLP 2022 AE-StyleGAN: Improved Training of Style-Based Auto-Encoders WACV 2022 A Feasibility Study of Answer-Agnostic Question Generation for Education ACL 2022 A Generative Approach for Mitigating Structural Biases in Natural Language Inference NAACL 2022 A Generative Model for End-to-End Argument Mining with Reconstructed Positional Encoding and Constrained Pointer Mechanism EMNLP 2022 A Geometric Perspective on Variational Autoencoders NeurIPS 2022 AgraSSt: Approximate Graph Stein Statistics for Interpretable Assessment of Implicit Graph Generators NeurIPS 2022 A Hybrid Quantum-Classical Algorithm for Robust Fitting CVPR 2022 AirfRANS: High Fidelity Computational Fluid Dynamics Dataset for Approximating Reynolds-Averaged Navier–Stokes Solutions NeurIPS 2022 A Kernelised Stein Statistic for Assessing Implicit Generative Models NeurIPS 2022 A Large-Scale Dataset for Biomedical Keyphrase Generation EMNLP 2022 Alleviating "Posterior Collapse'' in Deep Topic Models via Policy Gradient NeurIPS 2022 Amortized Projection Optimization for Sliced Wasserstein Generative Models NeurIPS 2022