Representation Learning

FR: Folded Rationalization with a Unified Encoder NeurIPS 2022 From BERT‘s Point of View: Revealing the Prevailing Contextual Differences ACL 2022 From data to functa: Your data point is a function and you can treat it like one ICML 2022 From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract) AAAI 2022 From Hyperbolic Geometry Back to Word Embeddings ACL 2022 From Node To Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection WACV 2022 From Representation to Reasoning: Towards Both Evidence and Commonsense Reasoning for Video Question-Answering CVPR 2022 From spoken dialogue to formal summary: An utterance rewriting for dialogue summarization NAACL 2022 From Stars to Subgraphs: Uplifting Any GNN with Local Structure Awareness ICLR 2022 Frustratingly Easy Transferability Estimation ICML 2022 Fully-Connected Network on Noncompact Symmetric Space and Ridgelet Transform based on Helgason-Fourier Analysis ICML 2022 Fully Hyperbolic Neural Networks ACL 2022 Functional Indirection Neural Estimator for Better Out-of-distribution Generalization NeurIPS 2022 Function Classes for Identifiable Nonlinear Independent Component Analysis NeurIPS 2022 Fundamental Limits and Tradeoffs in Invariant Representation Learning JMLR 2022 Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity AISTATS 2022 FWD: Real-Time Novel View Synthesis With Forward Warping and Depth CVPR 2022 G$^2$CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters ICML 2022 Garden Path Traversal in GPT-2 EMNLP 2022 GAR: Generalized Autoregression for Multi-Fidelity Fusion NeurIPS 2022 GAT-CADNet: Graph Attention Network for Panoptic Symbol Spotting in CAD Drawings CVPR 2022 Gauss-Legendre Features for Gaussian Process Regression JMLR 2022 GCFSR: A Generative and Controllable Face Super Resolution Method Without Facial and GAN Priors CVPR 2022 Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022 General Facial Representation Learning in a Visual-Linguistic Manner CVPR 2022