Models

Tractable Function-Space Variational Inference in Bayesian Neural Networks NeurIPS 2022 Tradformer: A Transformer Model of Traditional Music Transcriptions IJCAI 2022 Training Language Models with Memory Augmentation EMNLP 2022 Training Your Sparse Neural Network Better with Any Mask ICML 2022 Tranception: Protein Fitness Prediction with Autoregressive Transformers and Inference-time Retrieval ICML 2022 TransEditor: Transformer-Based Dual-Space GAN for Highly Controllable Facial Editing CVPR 2022 Transformation of Emotions in Images Using Poisson Blended Generative Adversarial Networks (Student Abstract) AAAI 2022 Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022 Transformers Can Do Bayesian Inference ICLR 2022 Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering CVPR 2022 Translation between Molecules and Natural Language EMNLP 2022 TRIPS: Efficient Vision-and-Language Pre-training with Text-Relevant Image Patch Selection EMNLP 2022 TTS-by-TTS 2: Data-Selective Augmentation for Neural Speech Synthesis Using Ranking Support Vector Machine with Variational Autoencoder Interspeech 2022 Type-Driven Multi-Turn Corrections for Grammatical Error Correction ACL 2022 uFACT: Unfaithful Alien-Corpora Training for Semantically Consistent Data-to-Text Generation ACL 2022 Uncertainty Modeling in Generative Compressed Sensing ICML 2022 Understanding and Improving the Exemplar-based Generation for Open-domain Conversation ACL 2022 Understanding Cross-modal Interactions in V&L Models that Generate Scene Descriptions EMNLP 2022 Understanding Domain Learning in Language Models Through Subpopulation Analysis EMNLP 2022 Unified Fourier-based Kernel and Nonlinearity Design for Equivariant Networks on Homogeneous Spaces ICML 2022 Unified Multivariate Gaussian Mixture for Efficient Neural Image Compression CVPR 2022 UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models EMNLP 2022 Unified Source-Filter GAN with Harmonic-plus-Noise Source Excitation Generation Interspeech 2022 UniGAN: Reducing Mode Collapse in GANs using a Uniform Generator NeurIPS 2022 UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022