Decoding Dark Matter: Specialized Sparse Autoencoders for Interpreting Rare Concepts in Foundation Modelsby Aashiq Muhamed,…
Hierarchical Transformer for Electrocardiogram Diagnosisby Xiaoya Tang, Jake Berquist, Benjamin A. Steinberg, Tolga TasdizenFirst submitted…
Outlier-Oriented Poisoning Attack: A Grey-box Approach to Disturb Decision Boundaries by Perturbing Outliers in Multiclass…
Investigating the Gestalt Principle of Closure in Deep Convolutional Neural Networksby Yuyan Zhang, Derya Soydaner,…
Black-Box Forgettingby Yusuke Kuwana, Yuta Goto, Takashi Shibata, Go IrieFirst submitted to arxiv on: 1…
Enhancing Authorship Attribution through Embedding Fusion: A Novel Approach with Masked and Encoder-Decoder Language Modelsby…
Class Incremental Learning with Task-Specific Batch Normalization and Out-of-Distribution Detectionby Xuchen Xie, Yiqiao Qiu, Run…
Adaptive Residual Transformation for Enhanced Feature-Based OOD Detection in SAR Imageryby Kyung-hwan Lee, Kyung-tae KimFirst…
MBExplainer: Multilevel bandit-based explanations for downstream models with augmented graph embeddingsby Ashkan Golgoon, Ryan Franks,…
How many classifiers do we need?by Hyunsuk Kim, Liam Hodgkinson, Ryan Theisen, Michael W. MahoneyFirst…