A Survey on Deep Active Learning: Recent Advances and New Frontiersby Dongyuan Li, Zhen Wang,…
Practical Dataset Distillation Based on Deep Support Vectorsby Hyunho Lee, Junhoo Lee, Nojun KwakFirst submitted…
A Self-explaining Neural Architecture for Generalizable Concept Learningby Sanchit Sinha, Guangzhi Xiong, Aidong ZhangFirst submitted…
Neural Controlled Differential Equations with Quantum Hidden Evolutionsby Lingyi Yang, Zhen ShaoFirst submitted to arxiv…
Naturally Supervised 3D Visual Grounding with Language-Regularized Concept Learnersby Chun Feng, Joy Hsu, Weiyu Liu,…
Harmonic LLMs are Trustworthyby Nicholas S. Kersting, Mohammad Rahman, Suchismitha Vedala, Yang WangFirst submitted to…
A rank decomposition for the topological classification of neural representationsby Kosio Beshkov, Gaute T. EinevollFirst…
Fairness Without Demographics in Human-Centered Federated Learningby Shaily Roy, Harshit Sharma, Asif SalekinFirst submitted to…
DOCCI: Descriptions of Connected and Contrasting Imagesby Yasumasa Onoe, Sunayana Rane, Zachary Berger, Yonatan Bitton,…
KAN: Kolmogorov-Arnold Networksby Ziming Liu, Yixuan Wang, Sachin Vaidya, Fabian Ruehle, James Halverson, Marin Soljačić,…