Representation Learning

Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022 Multilingual SubEvent Relation Extraction: A Novel Dataset and Structure Induction Method EMNLP 2022 Multi-Modal Alignment Using Representation Codebook CVPR 2022 Multimodal Contrastive Learning via Uni-Modal Coding and Cross-Modal Prediction for Multimodal Sentiment Analysis EMNLP 2022 Multimodal Contrastive Learning with LIMoE: the Language-Image Mixture of Experts NeurIPS 2022 Multi-Modal Dynamic Graph Transformer for Visual Grounding CVPR 2022 Multi-modal Grouping Network for Weakly-Supervised Audio-Visual Video Parsing NeurIPS 2022 Multimodal Modeling of Task-Mediated Confusion NAACL 2022 Multi-Mode Deep Matrix and Tensor Factorization ICLR 2022 Multi-objective Deep Data Generation with Correlated Property Control NeurIPS 2022 Multi-objective Representation Learning for Scientific Document Retrieval COLING 2022 Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network AAAI 2022 Multi-Scale Anomaly Detection for Time Series with Attention-based Recurrent Autoencoders ACML 2022 Multiscale Generative Models: Improving Performance of a Generative Model Using Feedback from Other Dependent Generative Models AAAI 2022 Multi-Scale High-Resolution Vision Transformer for Semantic Segmentation CVPR 2022 Multi-Scale Patch-Based Representation Learning for Image Anomaly Detection and Segmentation WACV 2022 Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks IJCAI 2022 Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation ICLR 2022 Multi-Source Uncertainty Mining for Deep Unsupervised Saliency Detection CVPR 2022 Multi-Task Dynamical Systems JMLR 2022 Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve NeurIPS 2022 Multi-Task Learning as a Bargaining Game ICML 2022 Multi-task Learning for Paraphrase Generation With Keyword and Part-of-Speech Reconstruction ACL 2022 Multi-Task Personalized Learning with Sparse Network Lasso IJCAI 2022 Multi-Task Processes ICLR 2022