Active Learning for Finely-Categorized Image-Text Retrieval by Selecting Hard Negative Unpaired Samplesby Dae Ung Jo,…
Smooth Pseudo-Labelingby Nikolaos Karaliolios, Hervé Le Borgne, Florian ChabotFirst submitted to arxiv on: 23 May…
Actively Learning Combinatorial Optimization Using a Membership Oracleby Rosario Messana, Rui Chen, Andrea LodiFirst submitted…
One-shot Active Learning Based on Lewis Weight Sampling for Multiple Deep Modelsby Sheng-Jun Huang, Yi…
Enhancing Active Learning for Sentinel 2 Imagery through Contrastive Learning and Uncertainty Estimationby David Pogorzelski,…
An Active Learning Framework with a Class Balancing Strategy for Time Series Classificationby Shemonto DasFirst…
Future Aware Safe Active Learning of Time Varying Systems using Gaussian Processesby Markus Lange-Hegermann, Christoph…
Active Learning with Fully Bayesian Neural Networks for Discontinuous and Nonstationary Databy Maxim ZiatdinovFirst submitted…
Perception Without Vision for Trajectory Prediction: Ego Vehicle Dynamics as Scene Representation for Efficient Active…
Agnostic Active Learning of Single Index Models with Linear Sample Complexityby Aarshvi Gajjar, Wai Ming…