Representation Learning

Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features NeurIPS 2021 Compositional Video Synthesis with Action Graphs ICML 2021 Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed Hypergraphs AAAI 2021 Compressive Visual Representations NeurIPS 2021 Computationally Tractable Riemannian Manifolds for Graph Embeddings AAAI 2021 Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches AAAI 2021 Computing an Efficient Exploration Basis for Learning with Univariate Polynomial Features AAAI 2021 Concept Learners for Few-Shot Learning ICLR 2021 Conceptual Grounding Constraints for Truly Robust Biomedical Name Representations EACL 2021 Conceptualized and Contextualized Gaussian Embedding AAAI 2021 Conditional Generative Modeling via Learning the Latent Space ICLR 2021 Conditional Independence for Pretext Task Selection in Self-Supervised Speech Representation Learning Interspeech 2021 Conditional Link Prediction of Category-Implicit Keypoint Detection WACV 2021 Conditional Negative Sampling for Contrastive Learning of Visual Representations ICLR 2021 Conditional probing: measuring usable information beyond a baseline EMNLP 2021 Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021 Conditional Temporal Neural Processes with Covariance Loss ICML 2021 Conformation-Guided Molecular Representation with Hamiltonian Neural Networks ICLR 2021 CONNER: A Cascade Count and Measurement Extraction Tool for Scientific Discourse SemEval 2021 Consensus Graph Representation Learning for Better Grounded Image Captioning AAAI 2021 Consistency-Aware Graph Network for Human Interaction Understanding ICCV 2021 Consistent Semi-Supervised Graph Regularization for High Dimensional Data JMLR 2021 Consistent-Separable Feature Representation for Semantic Segmentation AAAI 2021 Content Learning with Structure-Aware Writing: A Graph-Infused Dual Conditional Variational Autoencoder for Automatic Storytelling AAAI 2021 Context-aware Attentional Pooling (CAP) for Fine-grained Visual Classification AAAI 2021