Representation Learning

Going Beyond Linear Transformers with Recurrent Fast Weight Programmers NeurIPS 2021 Go with the flow: Adaptive control for Neural ODEs ICLR 2021 Gradient Origin Networks ICLR 2021 Gradient Starvation: A Learning Proclivity in Neural Networks NeurIPS 2021 Grafit: Learning Fine-Grained Image Representations With Coarse Labels ICCV 2021 Grammatical Profiling for Semantic Change Detection CoNLL 2021 Graph-Based Continual Learning ICLR 2021 Graph-based Fake News Detection using a Summarization Technique EACL 2021 Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021 Graph Constrained Data Representation Learning for Human Motion Segmentation ICCV 2021 Graph Convolutional Networks for Event Causality Identification with Rich Document-level Structures NAACL 2021 Graph Convolution with Low-rank Learnable Local Filters ICLR 2021 Graph Debiased Contrastive Learning with Joint Representation Clustering IJCAI 2021 Graph Deformer Network IJCAI 2021 GraphDF: A Discrete Flow Model for Molecular Graph Generation ICML 2021 Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021 Graph Entropy Guided Node Embedding Dimension Selection for Graph Neural Networks IJCAI 2021 GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NeurIPS 2021 GraphFPN: Graph Feature Pyramid Network for Object Detection ICCV 2021 Graph Game Embedding AAAI 2021 Graphical Normalizing Flows AISTATS 2021 Graph Information Bottleneck for Subgraph Recognition ICLR 2021 GraphMR: Graph Neural Network for Mathematical Reasoning EMNLP 2021 GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021 Graph Stacked Hourglass Networks for 3D Human Pose Estimation CVPR 2021