Representation Learning

2D to 3D Medical Image Colorization WACV 2021 3DCaricShop: A Dataset and a Baseline Method for Single-View 3D Caricature Face Reconstruction CVPR 2021 3DIAS: 3D Shape Reconstruction With Implicit Algebraic Surfaces ICCV 2021 3D Neural Scene Representations for Visuomotor Control CoRL 2021 4DComplete: Non-Rigid Motion Estimation Beyond the Observable Surface ICCV 2021 4D Hyperspectral Photoacoustic Data Restoration With Reliability Analysis CVPR 2021 Abductive Knowledge Induction from Raw Data IJCAI 2021 A Bi-Level Framework for Learning to Solve Combinatorial Optimization on Graphs NeurIPS 2021 A Blind Block Term Decomposition of High Order Tensors AAAI 2021 A Bottom-Up DAG Structure Extraction Model for Math Word Problems AAAI 2021 A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021 Abstract Spatial-Temporal Reasoning via Probabilistic Abduction and Execution CVPR 2021 Accelerated Combinatorial Search for Outlier Detection with Provable Bound on Sub-Optimality AAAI 2021 Accurate Learning of Graph Representations with Graph Multiset Pooling ICLR 2021 A Circular-Structured Representation for Visual Emotion Distribution Learning CVPR 2021 A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021 A Coarse-to-Fine Labeling Framework for Joint Word Segmentation, POS Tagging, and Constituent Parsing CoNLL 2021 A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021 A Comparative Study of Different EMG Features for Acoustics-to-EMG Mapping Interspeech 2021 A Compositional Atlas of Tractable Circuit Operations for Probabilistic Inference NeurIPS 2021 A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion EMNLP 2021 Acoustic Data-Driven Subword Modeling for End-to-End Speech Recognition Interspeech 2021 Acoustic Event Detection with Classifier Chains Interspeech 2021 A Critical Look at the Consistency of Causal Estimation with Deep Latent Variable Models NeurIPS 2021