Evaluating Reliability in Medical DNNs: A Critical Analysis of Feature and Confidence-Based OOD Detectionby Harry…
Gradient-free variational learning with conditional mixture networksby Conor Heins, Hao Wu, Dimitrije Markovic, Alexander Tschantz,…
Lemon and Orange Disease Classification using CNN-Extracted Features and Machine Learning Classifierby Khandoker Nosiba Arifin,…
Analytical Uncertainty-Based Loss Weighting in Multi-Task Learningby Lukas Kirchdorfer, Cathrin Elich, Simon Kutsche, Heiner Stuckenschmidt,…
ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classificationby Fan Zhao, You ChenFirst…
Robust Multivariate Time Series Forecasting against Intra- and Inter-Series Transitional Shiftby Hui He, Qi Zhang,…
Uncertainty Calibration with Energy Based Instance-wise Scaling in the Wild Datasetby Mijoo Kim, Junseok KwonFirst…
Counting in Small Transformers: The Delicate Interplay between Attention and Feed-Forward Layersby Freya Behrens, Luca…
Balance of Number of Embedding and their Dimensions in Vector Quantizationby Hang Chen, Sankepally Sainath…
Improving Explainability of Softmax Classifiers Using a Prototype-Based Joint Embedding Methodby Hilarie Sit, Brendan Keith,…