Application Areas

Private Text Classification with Convolutional Neural Networks NAACL 2021 Proactive Privacy-preserving Learning for Retrieval AAAI 2021 Probabilistic Model Distillation for Semantic Correspondence CVPR 2021 Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services CVPR 2021 Probing Toxic Content in Large Pre-Trained Language Models ACL 2021 Process for Adapting Language Models to Society (PALMS) with Values-Targeted Datasets NeurIPS 2021 Product Review Translation: Parallel Corpus Creation and Robustness towards User-generated Noisy Text ACL 2021 ProFormer: Towards On-Device LSH Projection Based Transformers EACL 2021 Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021 Progressive Network Grafting for Few-Shot Knowledge Distillation AAAI 2021 Progressive Skeletonization: Trimming more fat from a network at initialization ICLR 2021 Projection-Free Bandit Optimization with Privacy Guarantees AAAI 2021 Property-Aware Relation Networks for Few-Shot Molecular Property Prediction NeurIPS 2021 Protecting DNNs from Theft using an Ensemble of Diverse Models ICLR 2021 Protecting Gender and Identity with Disentangled Speech Representations Interspeech 2021 Protecting Intellectual Property of Generative Adversarial Networks From Ambiguity Attacks CVPR 2021 Protecting the Protected Group: Circumventing Harmful Fairness AAAI 2021 Proteno: Text Normalization with Limited Data for Fast Deployment in Text to Speech Systems NAACL 2021 Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021 Prototypical Cross-Domain Self-Supervised Learning for Few-Shot Unsupervised Domain Adaptation CVPR 2021 Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation CVPR 2021 Provable Benefits of Overparameterization in Model Compression: From Double Descent to Pruning Neural Networks AAAI 2021 Provable Guarantees on the Robustness of Decision Rules to Causal Interventions IJCAI 2021 Provably Secure Federated Learning against Malicious Clients AAAI 2021 Pruning Neural Machine Translation for Speed Using Group Lasso EMNLP 2021