Domain Adaptation

Certified Robustness via Locally Biased Randomized Smoothing L4DC 2022 Challenges in assistive technology development for an endangered language: an Irish (Gaelic) perspective ACL 2022 Challenges remain in Building ASR for Spontaneous Preschool Children Speech in Naturalistic Educational Environments Interspeech 2022 Channel Importance Matters in Few-Shot Image Classification ICML 2022 Chasing Convex Bodies and Functions with Black-Box Advice COLT 2022 Chronic Disease Management with Personalized Lab Test Response Prediction IJCAI 2022 CiteSum: Citation Text-guided Scientific Extreme Summarization and Domain Adaptation with Limited Supervision EMNLP 2022 Class-Balanced Pixel-Level Self-Labeling for Domain Adaptive Semantic Segmentation CVPR 2022 Cleaning Noisy Labels by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation WACV 2022 ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods ICLR 2022 Clinical Flair: A Pre-Trained Language Model for Spanish Clinical Natural Language Processing NAACL 2022 CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract) AAAI 2022 Clustering Interval-Censored Time-Series for Disease Phenotyping AAAI 2022 COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains WACV 2022 COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022 Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Interspeech 2022 COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022 Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022 Conditional Prompt Learning for Vision-Language Models CVPR 2022 Conducting Cross-Cultural Research on COVID-19 Memes NAACL 2022 ConferencingSpeech 2022 Challenge: Non-intrusive Objective Speech Quality Assessment (NISQA) Challenge for Online Conferencing Applications Interspeech 2022 Confidence Score for Source-Free Unsupervised Domain Adaptation ICML 2022 ConfLab: A Data Collection Concept, Dataset, and Benchmark for Machine Analysis of Free-Standing Social Interactions in the Wild NeurIPS 2022 ConfliBERT: A Pre-trained Language Model for Political Conflict and Violence NAACL 2022