Application Areas

Go Wider Instead of Deeper AAAI 2022 GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval NAACL 2022 GPT3.int8(): 8-bit Matrix Multiplication for Transformers at Scale NeurIPS 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning COLING 2022 GraDA: Graph Generative Data Augmentation for Commonsense Reasoning NAACL 2022 Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks AAAI 2022 Gradient Based Activations for Accurate Bias-Free Learning AAAI 2022 Gradient Matching for Domain Generalization ICLR 2022 Gradual (In)Compatibility of Fairness Criteria AAAI 2022 GradViT: Gradient Inversion of Vision Transformers CVPR 2022 Grafting Pre-trained Models for Multimodal Headline Generation EMNLP 2022 GraftNet: Towards Domain Generalized Stereo Matching With a Broad-Spectrum and Task-Oriented Feature CVPR 2022 GrainSpace: A Large-Scale Dataset for Fine-Grained and Domain-Adaptive Recognition of Cereal Grains CVPR 2022 GRAM: Fast Fine-tuning of Pre-trained Language Models for Content-based Collaborative Filtering NAACL 2022 Graph-based Model Generation for Few-Shot Relation Extraction EMNLP 2022 Graph Condensation for Graph Neural Networks ICLR 2022 Graphein - a Python Library for Geometric Deep Learning and Network Analysis on Biomolecular Structures and Interaction Networks NeurIPS 2022 GraphENS: Neighbor-Aware Ego Network Synthesis for Class-Imbalanced Node Classification ICLR 2022 GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022 Graph-less Neural Networks: Teaching Old MLPs New Tricks Via Distillation ICLR 2022 Graph network simulators can learn discontinuous, rigid contact dynamics CoRL 2022 Graph Neural Architecture Search Under Distribution Shifts ICML 2022 Graph Neural Networks for Adapting Off-the-shelf General Domain Language Models to Low-Resource Specialised Domains NAACL 2022 Graph Neural Networks with Adaptive Readouts NeurIPS 2022 Graph-Relational Domain Adaptation ICLR 2022