Application Areas

Infusing Knowledge from Wikipedia to Enhance Stance Detection ACL 2022 Inherent Tradeoffs in Learning Fair Representations JMLR 2022 Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing ICML 2022 Input-Specific Robustness Certification for Randomized Smoothing AAAI 2022 InsNet: An Efficient, Flexible, and Performant Insertion-based Text Generation Model NeurIPS 2022 Instance-Aware Dynamic Neural Network Quantization CVPR 2022 Instrumental Variable Regression with Confounder Balancing ICML 2022 Integration of Heterogeneous Knowledge Sources for Biomedical Text Processing EMNLP 2022 Interact Before Align: Leveraging Cross-Modal Knowledge for Domain Adaptive Action Recognition CVPR 2022 InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems AAAI 2022 Interactive concept-map based summaries for SEND children IJCAI 2022 Inter-annotator agreement is not the ceiling of machine learning performance: Evidence from a comprehensive set of simulations ACL 2022 InterAug: Augmenting Noisy Intermediate Predictions for CTC-based ASR Interspeech 2022 Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-trained Source Models AAAI 2022 Interpretable dysarthric speaker adaptation based on optimal-transport Interspeech 2022 Interpretable Privacy Preservation of Text Representations Using Vector Steganography AAAI 2022 Interpreting Gender Bias in Neural Machine Translation: Multilingual Architecture Matters AAAI 2022 Interspace Pruning: Using Adaptive Filter Representations To Improve Training of Sparse CNNs CVPR 2022 Interventional Training for Out-Of-Distribution Natural Language Understanding EMNLP 2022 Intriguing Properties of Compression on Multilingual Models EMNLP 2022 Invariance Learning based on Label Hierarchy NeurIPS 2022 Invariance Learning in Deep Neural Networks with Differentiable Laplace Approximations NeurIPS 2022 Invariance Through Latent Alignment RSS 2022 Invariant and Transportable Representations for Anti-Causal Domain Shifts NeurIPS 2022 Invariant Causal Representation Learning for Out-of-Distribution Generalization ICLR 2022