Architectures

HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information ACL 2022 HIT&QMUL at SemEval-2022 Task 9: Label-Enclosed Generative Question Answering (LEG-QA) SemEval 2022 HiVT: Hierarchical Vector Transformer for Multi-Agent Motion Prediction CVPR 2022 HL-Net: Heterophily Learning Network for Scene Graph Generation CVPR 2022 HNO: High-Order Numerical Architecture for ODE-Inspired Deep Unfolding Networks AAAI 2022 HODEC: Towards Efficient High-Order DEcomposed Convolutional Neural Networks CVPR 2022 HoD-Net: High-Order Differentiable Deep Neural Networks and Applications AAAI 2022 Holistic Modeling In Medical Image Segmentation Using Spatial Recurrence MIDL 2022 Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations NeurIPS 2022 HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions NeurIPS 2022 How Does Frequency Bias Affect the Robustness of Neural Image Classifiers against Common Corruption and Adversarial Perturbations? IJCAI 2022 How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022 How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022 How Do Vision Transformers Work? ICLR 2022 How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection AACL 2022 How fair is your graph? Exploring fairness concerns in neuroimaging studies MLHC 2022 How Much Does Attention Actually Attend? Questioning the Importance of Attention in Pretrained Transformers EMNLP 2022 How Much Do Modifications to Transformer Language Models Affect Their Ability to Learn Linguistic Knowledge? ACL 2022 How Powerful are K-hop Message Passing Graph Neural Networks NeurIPS 2022 How Powerful are Spectral Graph Neural Networks ICML 2022 How to Train Your Wide Neural Network Without Backprop: An Input-Weight Alignment Perspective ICML 2022 How Well Do Sparse ImageNet Models Transfer? CVPR 2022 HP-Capsule: Unsupervised Face Part Discovery by Hierarchical Parsing Capsule Network CVPR 2022 HSurf-Net: Normal Estimation for 3D Point Clouds by Learning Hyper Surfaces NeurIPS 2022 HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022