Techniques

GraphCodeBERT: Pre-training Code Representations with Data Flow ICLR 2021 Graph Differentiable Architecture Search with Structure Learning NeurIPS 2021 GraphMSE: Efficient Meta-path Selection in Semantically Aligned Feature Space for Graph Neural Networks AAAI 2021 Graph Neural Network-Based Anomaly Detection in Multivariate Time Series AAAI 2021 GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training ICML 2021 GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing ICLR 2021 Greedy Search Algorithm for Mixed Precision in Post-Training Quantization of Convolutional Neural Network Inspired by Submodular Optimization ACML 2021 Grid-Functioned Neural Networks ICML 2021 Grounded Graph Decoding improves Compositional Generalization in Question Answering EMNLP 2021 Grounding Representation Similarity Through Statistical Testing NeurIPS 2021 Grouped-Attention for Content-Selection and Content-Plan Generation EMNLP 2021 Group Equivariant Stand-Alone Self-Attention For Vision ICLR 2021 Group Fisher Pruning for Practical Network Compression ICML 2021 Group Whitening: Balancing Learning Efficiency and Representational Capacity CVPR 2021 Growing Efficient Deep Networks by Structured Continuous Sparsification ICLR 2021 GTA: Graph Truncated Attention for Retrosynthesis AAAI 2021 Guided Interactive Video Object Segmentation Using Reliability-Based Attention Maps CVPR 2021 GX at SemEval-2021 Task 2: BERT with Lemma Information for MCL-WiC Task SemEval 2021 HAD-Net: A Hierarchical Adversarial Knowledge Distillation Network for Improved Enhanced Tumour Segmentation Without Post-Contrast Images MIDL 2021 HandFoldingNet: A 3D Hand Pose Estimation Network Using Multiscale-Feature Guided Folding of a 2D Hand Skeleton ICCV 2021 Hard-Attention for Scalable Image Classification NeurIPS 2021 HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021 Hardware-Aware Neural Architecture Search: Survey and Taxonomy IJCAI 2021 Hardware-friendly Deep Learning by Network Quantization and Binarization IJCAI 2021 Hate Speech Detection Based on Sentiment Knowledge Sharing ACL 2021