Representation Learning

Combining Diverse Feature Priors ICML 2022 Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks NeurIPS 2022 Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction CVPR 2022 COMET Flows: Towards Generative Modeling of Multivariate Extremes and Tail Dependence IJCAI 2022 ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition NeurIPS 2022 Commonsense Knowledge Salience Evaluation with a Benchmark Dataset in E-commerce EMNLP 2022 ComMU: Dataset for Combinatorial Music Generation NeurIPS 2022 Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction IJCAI 2022 Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ACL 2022 Comparing Distributional and Curated Approaches for Cross-lingual Frame Alignment NAACL 2022 Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022 Competence-based Question Generation COLING 2022 Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Compilable Neural Code Generation with Compiler Feedback ACL 2022 Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform EMNLP 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022 Composite Feature Selection Using Deep Ensembles NeurIPS 2022 Compositional Attention: Disentangling Search and Retrieval ICLR 2022 Compositional Generalization in Unsupervised Compositional Representation Learning: A Study on Disentanglement and Emergent Language NeurIPS 2022 Compositional generalization with a broad-coverage semantic parser NAACL 2022 Compositionality as an Analogical Process: Introducing ANNE AACL 2022 Compositional Temporal Grounding With Structured Variational Cross-Graph Correspondence Learning CVPR 2022 Composition-based Heterogeneous Graph Multi-channel Attention Network for Multi-aspect Multi-sentiment Classification COLING 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 Concept Activation Regions: A Generalized Framework For Concept-Based Explanations NeurIPS 2022