Representation Learning

FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting AAAI 2021 Feature Convolutional Networks ACML 2021 Feature Decomposition and Reconstruction Learning for Effective Facial Expression Recognition CVPR 2021 Feature Interactive Representation for Point Cloud Registration ICCV 2021 Featurized density ratio estimation UAI 2021 Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021 Few-Shot 3D Point Cloud Semantic Segmentation CVPR 2021 Few-Shot Classification With Feature Map Reconstruction Networks CVPR 2021 Few-Shot Data-Driven Algorithms for Low Rank Approximation NeurIPS 2021 Few-shot Font Generation with Localized Style Representations and Factorization AAAI 2021 Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling CVPR 2021 Few-shot Learning for Multi-label Intent Detection AAAI 2021 Few-Shot Learning via Learning the Representation, Provably ICLR 2021 Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue AAAI 2021 Filling the Gaps in Ancient Akkadian Texts: A Masked Language Modelling Approach EMNLP 2021 Finding Discriminative Filters for Specific Degradations in Blind Super-Resolution NeurIPS 2021 Finding Needles in Heterogeneous Haystacks AAAI 2021 Finding Regions of Heterogeneity in Decision-Making via Expected Conditional Covariance NeurIPS 2021 Finding Relevant Information via a Discrete Fourier Expansion ICML 2021 Fine-Grained Air Quality Inference via Multi-Channel Attention Model IJCAI 2021 Fine-grained Generalization Analysis of Inductive Matrix Completion NeurIPS 2021 Fine-Grained Neural Network Explanation by Identifying Input Features with Predictive Information NeurIPS 2021 Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021 Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers EMNLP 2021 Fine-tuning Distributional Semantic Models for Closely-Related Languages EACL 2021