Representation Learning

Infinite SCAN: An Infinite Model of Diachronic Semantic Change EMNLP 2022 InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022 InforMask: Unsupervised Informative Masking for Language Model Pretraining EMNLP 2022 Information Bottlenecked Variational Autoencoder for Disentangled 3D Facial Expression Modelling WACV 2022 Informativeness and Invariance: Two Perspectives on Spurious Correlations in Natural Language NAACL 2022 Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022 INRAS: Implicit Neural Representation for Audio Scenes NeurIPS 2022 Insights into Pre-training via Simpler Synthetic Tasks NeurIPS 2022 Instance-based Learning for Knowledge Base Completion NeurIPS 2022 Instance Regularization for Discriminative Language Model Pre-training EMNLP 2022 Integral Autoencoder Network for Discretization-Invariant Learning JMLR 2022 Integrating Discrete Word-Level Style Variations into Non-Autoregressive Acoustic Models for Speech Synthesis Interspeech 2022 Interacting Attention Graph for Single Image Two-Hand Reconstruction CVPR 2022 Interactive Disentanglement: Learning Concepts by Interacting With Their Prototype Representations CVPR 2022 Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022 Intermediate Entity-based Sparse Interpretable Representation Learning EMNLP 2022 Internal Language Model Estimation Through Explicit Context Vector Learning for Attention-based Encoder-decoder ASR Interspeech 2022 Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022 Interpretable Neural Subgraph Matching for Graph Retrieval AAAI 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022 Interpretable Representation Learning from Temporal Multi-view Data ACML 2022 Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022 Interpreting Emoji with Emoji NAACL 2022 Interpreting Language Models with Contrastive Explanations EMNLP 2022 Interrelate Training and Searching: A Unified Online Clustering Framework for Speaker Diarization Interspeech 2022