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hierarchical representation

190 papers

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Co-occurring keywords

representation learning (6206) hyperbolic space (147) unsupervised learning (3264) graph neural network (3962) neural network (6616) generative model (2892) deep learning (2118) hierarchical structure (220) hyperbolic embedding (100) feature learning (1311)

Papers

Hierarchical Graph Capsule Network AAAI 2021
Refining Action Segmentation With Hierarchical Video Representations ICCV 2021
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation AAAI 2021
Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021
Unsupervised Hyperbolic Representation Learning via Message Passing Auto-Encoders CVPR 2021
Learning the Predictability of the Future CVPR 2021
HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation ACL 2021
Polar Embedding CONLL 2021
Discourse-Aware Unsupervised Summarization for Long Scientific Documents EACL 2021
Bottom-up and Top-down: Bidirectional Additive Net for Edge Detection IJCAI 2020
Acquiring language from speech by learning to remember and predict CONLL 2020
PointGMM: A Neural GMM Network for Point Clouds CVPR 2020
Online Structured Meta-learning NIPS 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
DiffGCN: Graph Convolutional Networks via Differential Operators and Algebraic Multigrid Pooling NIPS 2020
Conversational Semantic Parsing for Dialog State Tracking EMNLP 2020
Learning Physical Graph Representations from Visual Scenes NIPS 2020
Acquiring language from speech by learning to remember and predict EMNLP 2020
WISE: Word-Level Interaction-Based Multimodal Fusion for Speech Emotion Recognition INTERSPEECH 2020
Document Modeling with Graph Attention Networks for Multi-grained Machine Reading Comprehension ACL 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering ACL 2020
LSTMs Compose—and Learn—Bottom-Up EMNLP 2020
Generating Synthetic Data for Task-Oriented Semantic Parsing with Hierarchical Representations EMNLP 2020
Deep Latent Low-Rank Fusion Network for Progressive Subspace Discovery IJCAI 2020
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification EMNLP 2020