Representation Learning

Latent Field Discovery in Interacting Dynamical Systems with Neural Fields NeurIPS 2023 Latent Graph Inference using Product Manifolds ICLR 2023 Latent Graph Inference with Limited Supervision NeurIPS 2023 LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs EMNLP 2023 Latent Neural ODEs with Sparse Bayesian Multiple Shooting ICLR 2023 Latent Phrase Matching for Dysarthric Speech Interspeech 2023 Latent Processes Identification From Multi-View Time Series IJCAI 2023 Latent Space Translation via Semantic Alignment NeurIPS 2023 Latent Traversals in Generative Models as Potential Flows ICML 2023 Lauri Ingman at SemEval-2023 Task 4: A Chain Classifier for Identifying Human Values behind Arguments SemEval 2023 LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023 Layout Representation Learning with Spatial and Structural Hierarchies AAAI 2023 Laziness Is a Virtue When It Comes to Compositionality in Neural Semantic Parsing ACL 2023 LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings NeurIPS 2023 LeaF: Learning Frames for 4D Point Cloud Sequence Understanding ICCV 2023 LEAN-DMKDE: Quantum Latent Density Estimation for Anomaly Detection (Student Abstract) AAAI 2023 Learnable Blur Kernel for Single-Image Defocus Deblurring in the Wild AAAI 2023 Learnable Graph Convolutional Attention Networks ICLR 2023 Learnable Path in Neural Controlled Differential Equations AAAI 2023 Learnable Skeleton-Aware 3D Point Cloud Sampling CVPR 2023 Learnable Spectral Wavelets on Dynamic Graphs to Capture Global Interactions AAAI 2023 Learnable Topological Features For Phylogenetic Inference via Graph Neural Networks ICLR 2023 Learned Compressive Representations for Single-Photon 3D Imaging ICCV 2023 Learning 3D Human Pose Estimation From Dozens of Datasets Using a Geometry-Aware Autoencoder To Bridge Between Skeleton Formats WACV 2023 Learning a 1-layer conditional generative model in total variation NeurIPS 2023