STR-Cert: Robustness Certification for Deep Text Recognition on Deep Learning Pipelines and Vision Transformersby Daqian…
Generalized Categories Discovery for Long-tailed Recognitionby Ziyun Li, Christoph Meinel, Haojin YangFirst submitted to arxiv…
ImbaGCD: Imbalanced Generalized Category Discoveryby Ziyun Li, Ben Dai, Furkan Simsek, Christoph Meinel, Haojin YangFirst…
Developing a Resource-Constraint EdgeAI model for Surface Defect Detectionby Atah Nuh Mih, Hung Cao, Asfia…
WildGEN: Long-horizon Trajectory Generation for Wildlifeby Ali Al-Lawati, Elsayed Eshra, Prasenjit MitraFirst submitted to arxiv…
TEN-GUARD: Tensor Decomposition for Backdoor Attack Detection in Deep Neural Networksby Khondoker Murad Hossain, Tim…
Physics-informed Deep Learning to Solve Three-dimensional Terzaghi Consolidation Equation: Forward and Inverse Problemsby Biao Yuan,…
Dimensionality-Aware Outlier Detection: Theoretical and Experimental Analysisby Alastair Anderberg, James Bailey, Ricardo J. G. B.…
Functional Graphical Models: Structure Enables Offline Data-Driven Optimizationby Jakub Grudzien Kuba, Masatoshi Uehara, Pieter Abbeel,…
CoLafier: Collaborative Noisy Label Purifier With Local Intrinsic Dimensionality Guidanceby Dongyu Zhang, Ruofan Hu, Elke…