Application Areas

RKHS-SHAP: Shapley Values for Kernel Methods NeurIPS 2022 Roadblocks for Temporarily Disabling Shortcuts and Learning New Knowledge NeurIPS 2022 Roadblocks in Gender Bias Measurement for Diachronic Corpora ACL 2022 Robin Hood and Matthew Effects: Differential Privacy Has Disparate Impact on Synthetic Data ICML 2022 Robust 3D Garment Digitization From Monocular 2D Images for 3D Virtual Try-On Systems WACV 2022 Robust alignment of cross-session recordings of neural population activity by behaviour via unsupervised domain adaptation ICML 2022 Robust and Resource-Efficient Data-Free Knowledge Distillation by Generative Pseudo Replay AAAI 2022 Robust Bayesian recourse UAI 2022 Robust Calibration with Multi-domain Temperature Scaling NeurIPS 2022 Robust Combination of Distributed Gradients Under Adversarial Perturbations CVPR 2022 Robust Conversational Agents against Imperceptible Toxicity Triggers NAACL 2022 Robust Cough Feature Extraction and Classification Method for COVID-19 Cough Detection Based on Vocalization Characteristics Interspeech 2022 Robust Counterfactual Explanations for Tree-Based Ensembles ICML 2022 Robust Cross-Modal Representation Learning With Progressive Self-Distillation CVPR 2022 Robust Direct Learning for Causal Data Fusion ACML 2022 Robust Domain Adaptation for Pre-trained Multilingual Neural Machine Translation Models EMNLP 2022 Robust Egocentric Photo-Realistic Facial Expression Transfer for Virtual Reality CVPR 2022 Robust Federated Learning With Noisy and Heterogeneous Clients CVPR 2022 Robust Fine-Tuning of Zero-Shot Models CVPR 2022 Robust Graph Neural Networks via Probabilistic Lipschitz Constraints L4DC 2022 Robustifying Sentiment Classification by Maximally Exploiting Few Counterfactuals EMNLP 2022 Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment IJCAI 2022 Robust Image Forgery Detection Over Online Social Network Shared Images CVPR 2022 Robust Imitation Learning against Variations in Environment Dynamics ICML 2022 Robustly-reliable learners under poisoning attacks COLT 2022