Domain Adaptation

Towards Robust Adaptive Object Detection Under Noisy Annotations CVPR 2022 Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022 Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding AAAI 2022 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022 Towards Scale Balanced 6-DoF Grasp Detection in Cluttered Scenes CoRL 2022 Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification AACL 2022 Towards Summary Candidates Fusion EMNLP 2022 Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach EMNLP 2022 Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract) AAAI 2022 Tracking the risk of a deployed model and detecting harmful distribution shifts ICLR 2022 Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Trading off Image Quality for Robustness is not Necessary with Regularized Deterministic Autoencoders NeurIPS 2022 Training OOD Detectors in their Natural Habitats ICML 2022 TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for Improving Financial Inclusion AAAI 2022 Transductive Weakly-Supervised Player Detection Using Soccer Broadcast Videos WACV 2022 Transfer Learning for Pose Estimation of Illustrated Characters WACV 2022 Transferring Fairness under Distribution Shifts via Fair Consistency Regularization NeurIPS 2022 Transferring Knowledge via Neighborhood-Aware Optimal Transport for Low-Resource Hate Speech Detection AACL 2022 Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022 Transformer-based out-of-distribution detection for clinically safe segmentation MIDL 2022 Transformers-Based Approach for a Sustainability Term-Based Sentiment Analysis (STBSA) EMNLP 2022 Translate-Train Embracing Translationese Artifacts ACL 2022 TransLIST: A Transformer-Based Linguistically Informed Sanskrit Tokenizer EMNLP 2022 Twitter-COMMs: Detecting Climate, COVID, and Military Multimodal Misinformation NAACL 2022 UAEM-ITAM at SemEval-2022 Task 5: Vision-Language Approach to Recognize Misogynous Content in Memes SemEval 2022