Application Areas

GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021 GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation EMNLP 2021 Good-Enough Example Extrapolation EMNLP 2021 Good for Misconceived Reasons: An Empirical Revisiting on the Need for Visual Context in Multimodal Machine Translation ACL 2021 Goten: GPU-Outsourcing Trusted Execution of Neural Network Training AAAI 2021 G-PATE: Scalable Differentially Private Data Generator via Private Aggregation of Teacher Discriminators NeurIPS 2021 GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation EMNLP 2021 Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix ICML 2021 Gradient Distribution Alignment Certificates Better Adversarial Domain Adaptation ICCV 2021 Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning NeurIPS 2021 Gradient Forward-Propagation for Large-Scale Temporal Video Modelling CVPR 2021 Gradient Inversion with Generative Image Prior NeurIPS 2021 Gradient Regularized Contrastive Learning for Continual Domain Adaptation AAAI 2021 GRAD-MATCH: Gradient Matching based Data Subset Selection for Efficient Deep Model Training ICML 2021 gradSim: Differentiable simulation for system identification and visuomotor control ICLR 2021 GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks EMNLP 2021 Gradual Domain Adaptation without Indexed Intermediate Domains NeurIPS 2021 Gradual Fine-Tuning for Low-Resource Domain Adaptation EACL 2021 Grammatical Profiling for Semantic Change Detection CoNLL 2021 Graph-based Multilingual Product Retrieval in E-Commerce Search NAACL 2021 Graph Coarsening with Neural Networks ICLR 2021 Graph Convolution for Semi-Supervised Classification: Improved Linear Separability and Out-of-Distribution Generalization ICML 2021 Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation AAAI 2021 Graph-Free Knowledge Distillation for Graph Neural Networks IJCAI 2021 GraphMI: Extracting Private Graph Data from Graph Neural Networks IJCAI 2021