Representation Learning

Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022 Using Shapley Values and Variational Autoencoders to Explain Predictive Models with Dependent Mixed Features JMLR 2022 Utilizing Expert Features for Contrastive Learning of Time-Series Representations ICML 2022 Utterance-by-utterance overlap-aware neural diarization with Graph-PIT Interspeech 2022 UViM: A Unified Modeling Approach for Vision with Learned Guiding Codes NeurIPS 2022 VACA: Designing Variational Graph Autoencoders for Causal Queries AAAI 2022 “Vaderland”, “Volk” and “Natie”: Semantic Change Related to Nationalism in Dutch Literature Between 1700 and 1880 Captured with Dynamic Bernoulli Word Embeddings ACL 2022 VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming NeurIPS 2022 Value Function Approximations via Kernel Embeddings for No-Regret Reinforcement Learning ACML 2022 Variable-rate hierarchical CPC leads to acoustic unit discovery in speech NeurIPS 2022 Variational Mixtures of ODEs for Inferring Cellular Gene Expression Dynamics ICML 2022 VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding EMNLP 2022 VCSE: Time-Domain Visual-Contextual Speaker Extraction Network Interspeech 2022 Vector Quantized Diffusion Model for Text-to-Image Synthesis CVPR 2022 Vector-quantized Image Modeling with Improved VQGAN ICLR 2022 Vector Space Interpolation for Query Expansion AACL 2022 Vector-Valued Least-Squares Regression under Output Regularity Assumptions JMLR 2022 Versatile Multi-stage Graph Neural Network for Circuit Representation NeurIPS 2022 VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning CVPR 2022 VICReg: Variance-Invariance-Covariance Regularization for Self-Supervised Learning ICLR 2022 Video and Text Matching With Conditioned Embeddings WACV 2022 Video Demoireing With Relation-Based Temporal Consistency CVPR 2022 Video Frame Interpolation Transformer CVPR 2022 ViM: Out-of-Distribution With Virtual-Logit Matching CVPR 2022 VIM: Variational Independent Modules for Video Prediction CLeaR 2022