Federated Active Learning Framework for Efficient Annotation Strategy in Skin-lesion Classificationby Zhipeng Deng, Yuqiao Yang,…
Active search for Bifurcationsby Yorgos M. Psarellis, Themistoklis P. Sapsis, Ioannis G. KevrekidisFirst submitted to…
Deep Bayesian Active Learning for Preference Modeling in Large Language Modelsby Luckeciano C. Melo, Panagiotis…
Active learning for affinity prediction of antibodiesby Alexandra Gessner, Sebastian W. Ober, Owen Vickery, Dino…
Simulating, Fast and Slow: Learning Policies for Black-Box Optimizationby Fabio Valerio Massoli, Tim Bakker, Thomas…
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samplesby Dake Bu, Wei Huang, Taiji Suzuki,…
Enhancing Generative Molecular Design via Uncertainty-guided Fine-tuning of Variational Autoencodersby A N M Nafiz Abeer,…
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling…
Salutary Labeling with Zero Human Annotationby Wenxiao Xiao, Hongfu LiuFirst submitted to arxiv on: 27…
On the Inflation of KNN-Shapley Valueby Ziao Yang, Han Yue, Jian Chen, Hongfu LiuFirst submitted…