Representation Learning

Deep Learning in Latent Space for Video Prediction and Compression CVPR 2021 Deep Learning meets Projective Clustering ICLR 2021 Deep Learning on Graphs for Natural Language Processing NAACL 2021 DeepMetaHandles: Learning Deformation Meta-Handles of 3D Meshes With Biharmonic Coordinates CVPR 2021 Deep Molecular Representation Learning via Fusing Physical and Chemical Information NeurIPS 2021 Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021 Deep Optimized Priors for 3D Shape Modeling and Reconstruction CVPR 2021 Deep Partial Rank Aggregation for Personalized Attributes AAAI 2021 Deep Probabilistic Canonical Correlation Analysis AAAI 2021 Deep Semantic Dictionary Learning for Multi-label Image Classification AAAI 2021 DeepSITH: Efficient Learning via Decomposition of What and When Across Time Scales NeurIPS 2021 Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT EACL 2021 Deep Switching Auto-Regressive Factorization: Application to Time Series Forecasting AAAI 2021 Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity CVPR 2021 Deep Transfer Tensor Decomposition with Orthogonal Constraint for Recommender Systems AAAI 2021 Deep Unified Cross-Modality Hashing by Pairwise Data Alignment IJCAI 2021 Deep Unsupervised Anomaly Detection WACV 2021 Deep Unsupervised Image Hashing by Maximizing Bit Entropy AAAI 2021 Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021 Definition Modelling for Appropriate Specificity EMNLP 2021 Deformable Butterfly: A Highly Structured and Sparse Linear Transform NeurIPS 2021 Deformed Implicit Field: Modeling 3D Shapes With Learned Dense Correspondence CVPR 2021 DefSent: Sentence Embeddings using Definition Sentences ACL 2021 Demystifying Inductive Biases for (Beta-)VAE Based Architectures ICML 2021 Denoising Normalizing Flow NeurIPS 2021