Representation Learning

ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning AISTATS 2021 Attentional Feature Fusion WACV 2021 Attention-based Relational Graph Convolutional Network for Target-Oriented Opinion Words Extraction EACL 2021 Attention-Based Spatial Guidance for Image-to-Image Translation WACV 2021 Attentive Multiview Text Representation for Differential Diagnosis ACL 2021 Attentive Neural Point Processes for Event Forecasting AAAI 2021 Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention WACV 2021 A Unified Encoding of Structures in Transition Systems EMNLP 2021 A Unified Feature Representation for Lexical Connotations EACL 2021 A Unified Framework for Compressive Video Recovery From Coded Exposure Techniques WACV 2021 A Universal Multi-Speaker Multi-Style Text-to-Speech via Disentangled Representation Learning Based on Rényi Divergence Minimization Interspeech 2021 A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models AAAI 2021 AutoDO: Robust AutoAugment for Biased Data With Label Noise via Scalable Probabilistic Implicit Differentiation CVPR 2021 Autoencoder Image Interpolation by Shaping the Latent Space ICML 2021 Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021 Autoencoding Under Normalization Constraints ICML 2021 Auto-Exposure Fusion for Single-Image Shadow Removal CVPR 2021 Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting NeurIPS 2021 Automated Concatenation of Embeddings for Structured Prediction ACL 2021 Automatic Differentiation Variational Inference with Mixtures AISTATS 2021 Automatic Entity State Annotation using the VerbNet Semantic Parser EMNLP 2021 Automatic Severity Classification of Korean Dysarthric Speech Using Phoneme-Level Pronunciation Features Interspeech 2021 Automatic Symmetry Discovery with Lie Algebra Convolutional Network NeurIPS 2021 Automorphic Equivalence-aware Graph Neural Network NeurIPS 2021 Auxiliary Learning by Implicit Differentiation ICLR 2021