Models

CTRLsum: Towards Generic Controllable Text Summarization EMNLP 2022 CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022 CUNI Non-Autoregressive System for the WMT 22 Efficient Translation Shared Task EMNLP 2022 Cycle-Consistent Counterfactuals by Latent Transformations CVPR 2022 CyCLIP: Cyclic Contrastive Language-Image Pretraining NeurIPS 2022 DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022 DanceFormer: Music Conditioned 3D Dance Generation with Parametric Motion Transformer AAAI 2022 Data Augmentation for Low-Resource Quechua ASR Improvement Interspeech 2022 Data Augmentation for Rare Symptoms in Vaccine Side-Effect Detection ACL 2022 Data augmentation in Bayesian neural networks and the cold posterior effect UAI 2022 Data-Efficient Graph Grammar Learning for Molecular Generation ICLR 2022 Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022 Data InStance Prior (DISP) in Generative Adversarial Networks WACV 2022 Dataset Augmentation in Papyrology with Generative Models: A Study of Synthetic Ancient Greek Character Images IJCAI 2022 Day-to-Night Image Synthesis for Training Nighttime Neural ISPs CVPR 2022 De-Bias for Generative Extraction in Unified NER Task ACL 2022 Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022 Deblurring via Stochastic Refinement CVPR 2022 Decentralized Training of Foundation Models in Heterogeneous Environments NeurIPS 2022 Decoupled Context Processing for Context Augmented Language Modeling NeurIPS 2022 Decoupled Self-supervised Learning for Graphs NeurIPS 2022 Deep Attentive Variational Inference ICLR 2022 DeepCurrents: Learning Implicit Representations of Shapes With Boundaries CVPR 2022 Deep Dirichlet process mixture models UAI 2022 Deep Equilibrium Approaches to Diffusion Models NeurIPS 2022