Representation Learning

Graph Refinement for Coreference Resolution ACL 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning AAAI 2022 Gravitationally Lensed Black Hole Emission Tomography CVPR 2022 GULP: a prediction-based metric between representations NeurIPS 2022 HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting AAAI 2022 Hamiltonian Latent Operators for content and motion disentanglement in image sequences NeurIPS 2022 Handwritten Mathematical Expression Recognition via Attention Aggregation Based Bi-directional Mutual Learning AAAI 2022 HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging CVPR 2022 HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022 Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators EMNLP 2022 HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 Hierarchical Sketch Induction for Paraphrase Generation ACL 2022 High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NeurIPS 2022 Highlighting Object Category Immunity for the Generalization of Human-Object Interaction Detection AAAI 2022 HINT: Hierarchical Neuron Concept Explainer CVPR 2022 Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NeurIPS 2022 How Conservative are Language Models? Adapting to the Introduction of Gender-Neutral Pronouns NAACL 2022 How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks ACL 2022 HSE at LSCDiscovery in Spanish: Clustering and Profiling for Lexical Semantic Change Discovery ACL 2022 HW-TSC Systems for WMT22 Very Low Resource Supervised MT Task EMNLP 2022 Hyperbolic Disentangled Representation for Fine-Grained Aspect Extraction AAAI 2022 Hypergraph-Induced Semantic Tuplet Loss for Deep Metric Learning CVPR 2022 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights NeurIPS 2022