Representation Learning

Homogeneous Architecture Augmentation for Neural Predictor ICCV 2021 HoroPCA: Hyperbolic Dimensionality Reduction via Horospherical Projections ICML 2021 How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy EMNLP 2021 How Do Neural Sequence Models Generalize? Local and Global Cues for Out-of-Distribution Prediction EMNLP 2021 How Fine-Tuning Allows for Effective Meta-Learning NeurIPS 2021 How is BERT surprised? Layerwise detection of linguistic anomalies ACL 2021 How Modular should Neural Module Networks Be for Systematic Generalization? NeurIPS 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 How to transfer algorithmic reasoning knowledge to learn new algorithms? NeurIPS 2021 How Well Generative Adversarial Networks Learn Distributions JMLR 2021 #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021 HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization NAACL 2021 hub at SemEval-2021 Task 5: Toxic Span Detection Based on Word-Level Classification SemEval 2021 Human-like informative conversations: Better acknowledgements using conditional mutual information NAACL 2021 Humor Knowledge Enriched Transformer for Understanding Multimodal Humor AAAI 2021 HVPR: Hybrid Voxel-Point Representation for Single-Stage 3D Object Detection CVPR 2021 Hybrid Estimation for Open-Ended Questions with Early-Age Students’ Block-Based Programming Answers ACML 2021 Hybrid Summarization with Semantic Weighting Reward and Latent Structure Detector ACML 2021 Hyperbolic Busemann Learning with Ideal Prototypes NeurIPS 2021 Hyperbolic Neural Networks++ ICLR 2021 Hyperbolic Variational Graph Neural Network for Modeling Dynamic Graphs AAAI 2021 Hyperdimensional Computing as a Framework for Systematic Aggregation of Image Descriptors CVPR 2021 HyperExpan: Taxonomy Expansion with Hyperbolic Representation Learning EMNLP 2021 HyperHyperNetwork for the Design of Antenna Arrays ICML 2021 HypoGen: Hyperbole Generation with Commonsense and Counterfactual Knowledge EMNLP 2021