representation learning

GlanceNets: Interpretable, Leak-proof Concept-based Models NeurIPS 2022 GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval EMNLP 2022 Graph Auto-Encoder via Neighborhood Wasserstein Reconstruction ICLR 2022 Graph Pointer Neural Networks AAAI 2022 Graph Structure Learning with Variational Information Bottleneck AAAI 2022 GULP: a prediction-based metric between representations NeurIPS 2022 Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations CVPR 2022 HCFRec: Hash Collaborative Filtering via Normalized Flow with Structural Consensus for Efficient Recommendation IJCAI 2022 HCL-TAT: A Hybrid Contrastive Learning Method for Few-shot Event Detection with Task-Adaptive Threshold EMNLP 2022 HCSC: Hierarchical Contrastive Selective Coding CVPR 2022 Het2Hom: Representation of Heterogeneous Attributes into Homogeneous Concept Spaces for Categorical-and-Numerical-Attribute Data Clustering IJCAI 2022 Heterogeneous Target Speech Separation Interspeech 2022 HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022 Hierarchical Modular Network for Video Captioning CVPR 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NeurIPS 2022 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 How and What To Learn: Taxonomizing Self-Supervised Learning for 3D Action Recognition WACV 2022 How Attentive are Graph Attention Networks? ICLR 2022 How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning ICLR 2022 How does the pre-training objective affect what large language models learn about linguistic properties? ACL 2022 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 How Mask Matters: Towards Theoretical Understandings of Masked Autoencoders NeurIPS 2022 How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022 How Transferable are Video Representations Based on Synthetic Data? NeurIPS 2022