Active Deep Kernel Learning of Molecular Functionalities: Realizing Dynamic Structural Embeddingsby Ayana Ghosh, Maxim Ziatdinov…
Feature Alignment: Rethinking Efficient Active Learning via Proxy in the Context of Pre-trained Modelsby Ziting…
Towards Efficient Active Learning in NLP via Pretrained Representationsby Artem Vysogorets, Achintya GopalFirst submitted to…
Bidirectional Uncertainty-Based Active Learning for Open Set Annotationby Chen-Chen Zong, Ye-Wen Wang, Kun-Peng Ning, Hai-Bo…
Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimatorsby Sanjeev Raja, Ishan Amin,…
STENCIL: Submodular Mutual Information Based Weak Supervision for Cold-Start Active Learningby Nathan Beck, Adithya Iyer,…
Mode Estimation with Partial Feedbackby Charles Arnal, Vivien Cabannes, Vianney PerchetFirst submitted to arxiv on:…
HEAL: Brain-inspired Hyperdimensional Efficient Active Learningby Yang Ni, Zhuowen Zou, Wenjun Huang, Hanning Chen, William…
Active Preference Optimization for Sample Efficient RLHFby Nirjhar Das, Souradip Chakraborty, Aldo Pacchiano, Sayak Ray…
Self-consistent Validation for Machine Learning Electronic Structureby Gengyuan Hu, Gengchen Wei, Zekun Lou, Philip H.S.…