Summary of Deep Active Learning with Manifold-preserving Trajectory Sampling, by Yingrui Ji et al.
Deep Active Learning with Manifold-preserving Trajectory Samplingby Yingrui Ji, Vijaya Sindhoori Kaza, Nishanth Artham, Tianyang…
Summary of Dirichlet-based Coarse-to-fine Example Selection For Open-set Annotation, by Ye-wen Wang et al.
Dirichlet-Based Coarse-to-Fine Example Selection For Open-Set Annotationby Ye-Wen Wang, Chen-Chen Zong, Ming-Kun Xie, Sheng-Jun HuangFirst…
Summary of An Incremental Preference Elicitation-based Approach to Learning Potentially Non-monotonic Preferences in Multi-criteria Sorting, by Zhuolin Li et al.
An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sortingby Zhuolin Li,…
Summary of Causal-guided Active Learning For Debiasing Large Language Models, by Li Du et al.
Causal-Guided Active Learning for Debiasing Large Language Modelsby Li Du, Zhouhao Sun, Xiao Ding, Yixuan…
Summary of Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-language Model, by Jaehyuk Heo et al.
Avoid Wasted Annotation Costs in Open-set Active Learning with Pre-trained Vision-Language Modelby Jaehyuk Heo, Pilsung…
Summary of Ss-ada: a Semi-supervised Active Domain Adaptation Framework For Semantic Segmentation, by Weihao Yan et al.
SS-ADA: A Semi-Supervised Active Domain Adaptation Framework for Semantic Segmentationby Weihao Yan, Yeqiang Qian, Yueyuan…
Summary of Automated Neural Patent Landscaping in the Small Data Regime, by Tisa Islam Erana and Mark A. Finlayson
Automated Neural Patent Landscaping in the Small Data Regimeby Tisa Islam Erana, Mark A. FinlaysonFirst…
Summary of Parameter-efficient Active Learning For Foundational Models, by Athmanarayanan Lakshmi Narayanan et al.
Parameter-Efficient Active Learning for Foundational modelsby Athmanarayanan Lakshmi Narayanan, Ranganath Krishnan, Amrutha Machireddy, Mahesh SubedarFirst…
Summary of Entity Alignment with Noisy Annotations From Large Language Models, by Shengyuan Chen et al.
Entity Alignment with Noisy Annotations from Large Language Modelsby Shengyuan Chen, Qinggang Zhang, Junnan Dong,…
Summary of Ai-guided Defect Detection Techniques to Model Single Crystal Diamond Growth, by Rohan Reddy Mekala et al.
AI-Guided Defect Detection Techniques to Model Single Crystal Diamond Growthby Rohan Reddy Mekala, Elias Garratt,…