Summary of Uncertainty Quantification in Continual Open-world Learning, by Amanda S. Rios et al.
Uncertainty Quantification in Continual Open-World Learningby Amanda S. Rios, Ibrahima J. Ndiour, Parual Datta, Jaroslaw…
Summary of Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition, by Ariel Priarone et al.
Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decompositionby Ariel Priarone, Umberto Albertin, Carlo Cena, Mauro…
Summary of Universal Novelty Detection Through Adaptive Contrastive Learning, by Hossein Mirzaei et al.
Universal Novelty Detection Through Adaptive Contrastive Learningby Hossein Mirzaei, Mojtaba Nafez, Mohammad Jafari, Mohammad Bagher…
Summary of Generalized Out-of-distribution Detection and Beyond in Vision Language Model Era: a Survey, by Atsuyuki Miyai et al.
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Surveyby Atsuyuki Miyai, Jingkang…
Summary of Remembering Transformer For Continual Learning, by Yuwei Sun et al.
Remembering Transformer for Continual Learningby Yuwei Sun, Ippei Fujisawa, Arthur Juliani, Jun Sakuma, Ryota KanaiFirst…
Summary of Beyond the Known: Adversarial Autoencoders in Novelty Detection, by Muhammad Asad et al.
Beyond the Known: Adversarial Autoencoders in Novelty Detectionby Muhammad Asad, Ihsan Ullah, Ganesh Sistu, Michael…
Summary of Hypothesis-driven Deep Learning For Out Of Distribution Detection, by Yasith Jayawardana et al.
Hypothesis-Driven Deep Learning for Out of Distribution Detectionby Yasith Jayawardana, Azeem Ahmad, Balpreet S. Ahluwalia,…
Summary of Towards Explainable, Safe Autonomous Driving with Language Embeddings For Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-world Data Sets, by Ross Greer and Mohan Trivedi
Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework…
Summary of Clan: a Contrastive Learning Based Novelty Detection Framework For Human Activity Recognition, by Hyunju Kim and Dongman Lee
CLAN: A Contrastive Learning based Novelty Detection Framework for Human Activity Recognitionby Hyunju Kim, Dongman…