Application Areas

Preserving Modality Structure Improves Multi-Modal Learning ICCV 2023 Preserving Privacy Through Dememorization: An Unlearning Technique For Mitigating Memorization Risks In Language Models EMNLP 2023 PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023 Pretrained Bidirectional Distillation for Machine Translation ACL 2023 Pre-Trained Language Models Augmented with Synthetic Scanpaths for Natural Language Understanding EMNLP 2023 Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023 Pre-trained Speech Processing Models Contain Human-Like Biases that Propagate to Speech Emotion Recognition EMNLP 2023 Pre-training Vision Transformers with Very Limited Synthesized Images ICCV 2023 Pricing Experimental Design: Causal Effect, Expected Revenue and Tail Risk ICML 2023 Primal-Dual Algorithms with Predictions for Online Bounded Allocation and Ad-Auctions Problems ALT 2023 Principled Approaches for Private Adaptation from a Public Source AISTATS 2023 Principled Out-of-Distribution Detection via Multiple Testing JMLR 2023 Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions CVPR 2023 Prior-guided Source-free Domain Adaptation for Human Pose Estimation ICCV 2023 PRIOR: Personalized Prior for Reactivating the Information Overlooked in Federated Learning. NeurIPS 2023 Privacy Amplification via Compression: Achieving the Optimal Privacy-Accuracy-Communication Trade-off in Distributed Mean Estimation NeurIPS 2023 Privacy- and Utility-Preserving NLP with Anonymized data: A case study of Pseudonymization ACL 2023 Privacy Assessment on Reconstructed Images: Are Existing Evaluation Metrics Faithful to Human Perception? NeurIPS 2023 Privacy Attacks on Schedule-Driven Data AAAI 2023 Privacy Auditing with One (1) Training Run NeurIPS 2023 Privacy-Aware Compression for Federated Learning Through Numerical Mechanism Design ICML 2023 Privacy Aware Question-Answering System for Online Mental Health Risk Assessment ACL 2023 Privacy-Aware Rejection Sampling JMLR 2023 Privacy Implications of Retrieval-Based Language Models EMNLP 2023 Privacy-Preserved Evolutionary Graph Modeling via Gromov-Wasserstein Autoregression AAAI 2023