Domain Adaptation

Visual Exemplar Driven Task-Prompting for Unified Perception in Autonomous Driving CVPR 2023 Visual Recognition-Driven Image Restoration for Multiple Degradation With Intrinsic Semantics Recovery CVPR 2023 VSGD-Net: Virtual Staining Guided Melanocyte Detection on Histopathological Images WACV 2023 Watch or Listen: Robust Audio-Visual Speech Recognition With Visual Corruption Modeling and Reliability Scoring CVPR 2023 WDiscOOD: Out-of-Distribution Detection via Whitened Linear Discriminant Analysis ICCV 2023 Weakly-Supervised Domain Adaptive Semantic Segmentation With Prototypical Contrastive Learning CVPR 2023 Weak Proxies are Sufficient and Preferable for Fairness with Missing Sensitive Attributes ICML 2023 WeatherStream: Light Transport Automation of Single Image Deweathering CVPR 2023 When Does Aggregating Multiple Skills with Multi-Task Learning Work? A Case Study in Financial NLP ACL 2023 When does Privileged information Explain Away Label Noise? ICML 2023 When More is Less: Incorporating Additional Datasets Can Hurt Performance By Introducing Spurious Correlations MLHC 2023 When Source-Free Domain Adaptation Meets Learning with Noisy Labels ICLR 2023 When Visual Prompt Tuning Meets Source-Free Domain Adaptive Semantic Segmentation NeurIPS 2023 Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023 Where to Begin? On the Impact of Pre-Training and Initialization in Federated Learning ICLR 2023 Which Invariance Should We Transfer? A Causal Minimax Learning Approach ICML 2023 Why Is Public Pretraining Necessary for Private Model Training? ICML 2023 WildfireSpreadTS: A dataset of multi-modal time series for wildfire spread prediction NeurIPS 2023 Window-Based Distribution Shift Detection for Deep Neural Networks NeurIPS 2023 WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023 WSNet: Towards an Effective Method for Wound Image Segmentation WACV 2023 XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models ACL 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Zero-Shot Generative Model Adaptation via Image-Specific Prompt Learning CVPR 2023 Zero-shot Transfer of Article-aware Legal Outcome Classification for European Court of Human Rights Cases EACL 2023