Application Areas

Pretrained Speech Encoders and Efficient Fine-tuning Methods for Speech Translation: UPC at IWSLT 2022 ACL 2022 Pre-training Data Quality and Quantity for a Low-Resource Language: New Corpus and BERT Models for Maltese NAACL 2022 Pre-training Language Models with Deterministic Factual Knowledge EMNLP 2022 Pre-Train, Self-Train, Distill: A Simple Recipe for Supersizing 3D Reconstruction CVPR 2022 Preventing Catastrophic Forgetting and Distribution Mismatch in Knowledge Distillation via Synthetic Data WACV 2022 Preventing sensitive-word recognition using self-supervised learning to preserve user-privacy for automatic speech recognition Interspeech 2022 Primitive3D: 3D Object Dataset Synthesis From Randomly Assembled Primitives CVPR 2022 Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022 Prior Gradient Mask Guided Pruning-Aware Fine-Tuning AAAI 2022 Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce AAAI 2022 Prioritized Training on Points that are Learnable, Worth Learning, and not yet Learnt ICML 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Privacy Amplification by Decentralization AISTATS 2022 Privacy Amplification by Subsampling in Time Domain AISTATS 2022 Privacy Amplification via Shuffling for Linear Contextual Bandits ALT 2022 Privacy-aware compression for federated data analysis UAI 2022 Privacy for Free: How does Dataset Condensation Help Privacy? ICML 2022 Privacy Implications of Shuffling ICLR 2022 Privacy Induces Robustness: Information-Computation Gaps and Sparse Mean Estimation NeurIPS 2022 Privacy Leakage in Text Classification A Data Extraction Approach NAACL 2022 Privacy of Noisy Stochastic Gradient Descent: More Iterations without More Privacy Loss NeurIPS 2022 Privacy Pitfalls of Online Service Terms and Conditions: a Hybrid Approach for Classification and Summarization EMNLP 2022 Privacy-Preserving Face Recognition in the Frequency Domain AAAI 2022 Privacy-Preserving Models for Legal Natural Language Processing EMNLP 2022 Private Adaptive Optimization with Side information ICML 2022