An Effective Weight Initialization Method for Deep Learning: Application to Satellite Image Classificationby Wadii Boulila,…
Advancing Supervised Local Learning Beyond Classification with Long-term Feature Bankby Feiyu Zhu, Yuming Zhang, Changpeng…
Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Studyby…
Multimodal Adversarial Defense for Vision-Language Models by Leveraging One-To-Many Relationshipsby Futa Waseda, Antonio Tejero-de-Pablos, Isao…
Exposing Image Classifier Shortcuts with Counterfactual Frequency (CoF) Tablesby James Hinns, David MartensFirst submitted to…
Free Performance Gain from Mixing Multiple Partially Labeled Samples in Multi-label Image Classificationby Chak Fong…
Just rotate it! Uncertainty estimation in closed-source models via multiple queriesby Konstantinos Pitas, Julyan ArbelFirst…
Improving the Explain-Any-Concept by Introducing Nonlinearity to the Trainable Surrogate Modelby Mounes Zaval, Sedat OzerFirst…
An Invisible Backdoor Attack Based On Semantic Featureby Yangming ChenFirst submitted to arxiv on: 19…
Bayesian Learning-driven Prototypical Contrastive Loss for Class-Incremental Learningby Nisha L. Raichur, Lucas Heublein, Tobias Feigl,…