Application Areas

Certifiable Out-of-Distribution Generalization AAAI 2023 Certification of Distributional Individual Fairness NeurIPS 2023 (Certified!!) Adversarial Robustness for Free! ICLR 2023 Certified Defences Against Adversarial Patch Attacks on Semantic Segmentation ICLR 2023 Certified Defense for Content Based Image Retrieval WACV 2023 Certified Minimax Unlearning with Generalization Rates and Deletion Capacity NeurIPS 2023 Certified Robust Neural Networks: Generalization and Corruption Resistance ICML 2023 Certified Training: Small Boxes are All You Need ICLR 2023 Certifying Fairness of Probabilistic Circuits AAAI 2023 CFA: Class-Wise Calibrated Fair Adversarial Training CVPR 2023 CFL: Causally Fair Language Models Through Token-level Attribute Controlled Generation ACL 2023 CFTNet: Complex-valued Frequency Transformation Network for Speech Enhancement Interspeech 2023 CF-ViT: A General Coarse-to-Fine Method for Vision Transformer AAAI 2023 CGS: Coupled Growth and Survival Model with Cohort Fairness IJCAI 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 CHAMMI: A benchmark for channel-adaptive models in microscopy imaging NeurIPS 2023 Change is Hard: A Closer Look at Subpopulation Shift ICML 2023 Channel Regeneration: Improving Channel Utilization for Compact DNNs AAAI 2023 ChaPat at SemEval-2023 Task 9: Text Intimacy Analysis using Ensembles of Multilingual Transformers SemEval 2023 Characterizing and Measuring Linguistic Dataset Drift ACL 2023 Characterizing Out-of-Distribution Error via Optimal Transport NeurIPS 2023 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization ICLR 2023 Chasing Fairness Under Distribution Shift: A Model Weight Perturbation Approach NeurIPS 2023 Chat2Map: Efficient Scene Mapping From Multi-Ego Conversations CVPR 2023 ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness EMNLP 2023