Representation Learning

IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment CVPR 2022 Identifiability of deep generative models without auxiliary information NeurIPS 2022 If Influence Functions are the Answer, Then What is the Question? NeurIPS 2022 Implicit Relation Linking for Question Answering over Knowledge Graph ACL 2022 Implicit Sample Extension for Unsupervised Person Re-Identification CVPR 2022 Implicit Warping for Animation with Image Sets NeurIPS 2022 Improved Algorithms for Neural Active Learning NeurIPS 2022 Improved grammatical error correction by ranking elementary edits EMNLP 2022 Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022 Improving Event Coreference Resolution Using Document-level and Topic-level Information EMNLP 2022 Improving Semantic Matching through Dependency-Enhanced Pre-trained Model with Adaptive Fusion EMNLP 2022 Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022 Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022 Incremental False Negative Detection for Contrastive Learning ICLR 2022 Induced Natural Language Rationales and Interleaved Markup Tokens Enable Extrapolation in Large Language Models EMNLP 2022 Inducing Neural Collapse in Imbalanced Learning: Do We Really Need a Learnable Classifier at the End of Deep Neural Network? NeurIPS 2022 InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022 Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue EMNLP 2022 Instance-Dependent Label-Noise Learning With Manifold-Regularized Transition Matrix Estimation CVPR 2022 Interact, Embed, and EnlargE: Boosting Modality-Specific Representations for Multi-Modal Person Re-identification AAAI 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 Interpretable Generative Adversarial Networks AAAI 2022 Interpretable Part-Whole Hierarchies and Conceptual-Semantic Relationships in Neural Networks CVPR 2022