Towards a Framework for Deep Learning Certification in Safety-Critical Applications Using Inherently Safe Design and…
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimationby Minqin Zhu, Anpeng Wu, Haoxuan Li,…
Learning Decomposable and Debiased Representations via Attribute-Centric Information Bottlenecksby Jinyung Hong, Eun Som Jeon, Changhoon…
Towards Principled Representation Learning from Videos for Reinforcement Learningby Dipendra Misra, Akanksha Saran, Tengyang Xie,…
Do Generated Data Always Help Contrastive Learning?by Yifei Wang, Jizhe Zhang, Yisen WangFirst submitted to…
DMAD: Dual Memory Bank for Real-World Anomaly Detectionby Jianlong Hu, Xu Chen, Zhenye Gan, Jinlong…
Offline Multitask Representation Learning for Reinforcement Learningby Haque Ishfaq, Thanh Nguyen-Tang, Songtao Feng, Raman Arora,…
Graph Partial Label Learning with Potential Cause Discoveringby Hang Gao, Jiaguo Yuan, Jiangmeng Li, Peng…
Probabilistic World Modeling with Asymmetric Distance Measureby Meng SongFirst submitted to arxiv on: 16 Mar…
InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learningby Zhe Huang, Xiaowei Yu,…