Representation Learning

Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021 HetSAGE: Heterogenous Graph Neural Network for Relational Learning (Student Abstract) AAAI 2021 Hie-BART: Document Summarization with Hierarchical BART NAACL 2021 Hierarchical Coherence Modeling for Document Quality Assessment AAAI 2021 Hierarchical Disentangled Representation Learning for Outdoor Illumination Estimation and Editing ICCV 2021 Hierarchical Encoders for Modeling and Interpreting Screenplays NAACL 2021 Hierarchical Graph Capsule Network AAAI 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Heterogeneous Graph Representation Learning for Short Text Classification EMNLP 2021 Hierarchical Layout-Aware Graph Convolutional Network for Unified Aesthetics Assessment CVPR 2021 Hierarchical Phone Recognition with Compositional Phonetics Interspeech 2021 Hierarchical probabilistic model for blind source separation via Legendre transformation UAI 2021 Hierarchical Transformer for Multilingual Machine Translation EACL 2021 Hierarchical VAEs Know What They Don’t Know ICML 2021 Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021 HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021 HiGAN: Handwriting Imitation Conditioned on Arbitrary-Length Texts and Disentangled Styles AAAI 2021 High-Dimensional Multi-Task Averaging and Application to Kernel Mean Embedding AISTATS 2021 Higher Order Kernel Mean Embeddings to Capture Filtrations of Stochastic Processes NeurIPS 2021 HighlightMe: Detecting Highlights From Human-Centric Videos ICCV 2021 Highly Efficient Knowledge Graph Embedding Learning with Orthogonal Procrustes Analysis NAACL 2021 High-Resolution Optical Flow From 1D Attention and Correlation ICCV 2021 HINT: Hierarchical Invertible Neural Transport for Density Estimation and Bayesian Inference AAAI 2021 HIVE: Hierarchical Information Visualization for Explainability IJCAI 2021 H-NeRF: Neural Radiance Fields for Rendering and Temporal Reconstruction of Humans in Motion NeurIPS 2021