Application Areas

How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021 How to Learn when Data Reacts to Your Model: Performative Gradient Descent ICML 2021 How to Save your Annotation Cost for Panoptic Segmentation? AAAI 2021 How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021 How to Train BERT with an Academic Budget EMNLP 2021 How Well Do Self-Supervised Models Transfer? CVPR 2021 #HowYouTagTweets: Learning User Hashtagging Preferences via Personalized Topic Attention EMNLP 2021 HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression EMNLP 2021 HR-NAS: Searching Efficient High-Resolution Neural Architectures With Lightweight Transformers CVPR 2021 HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning NeurIPS 2021 Huawei AARC’s Submissions to the WMT21 Biomedical Translation Task: Domain Adaption from a Practical Perspective EMNLP 2021 HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing EACL 2021 Human Perception in Natural Language Generation ACL 2021 HW-NAS-Bench: Hardware-Aware Neural Architecture Search Benchmark ICLR 2021 HW-TSC’s Participation in the WMT 2021 Efficiency Shared Task EMNLP 2021 Hybrid optimization between iterative and network fine-tuning reconstructions for fast quantitative susceptibility mapping MIDL 2021 Hybrid Predictive Models: When an Interpretable Model Collaborates with a Black-box Model JMLR 2021 Hyperbolic Procrustes Analysis Using Riemannian Geometry NeurIPS 2021 Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding NAACL 2021 Hyperparameter Optimization via Sequential Uniform Designs JMLR 2021 Hyperparameter Power Impact in Transformer Language Model Training EMNLP 2021 HypMix: Hyperbolic Interpolative Data Augmentation EMNLP 2021 Hypothesis Disparity Regularized Mutual Information Maximization AAAI 2021 I3Net: Implicit Instance-Invariant Network for Adapting One-Stage Object Detectors CVPR 2021 IAPUCP at SemEval-2021 Task 1: Stacking Fine-Tuned Transformers is Almost All You Need for Lexical Complexity Prediction SemEval 2021