1
Gabriel Yanci Arteaga,
Marius Aasan,
Rwiddhi Chakraborty,
Martine Hjelkrem Tan,
Thalles Silva,
Michael Kampffmeyer
et al.:
Why Prototypes Collapse: Diagnosing and Preventing Partial Collapse in Prototypical Self-Supervised Learning
International Conference on Learning Representations (ICLR) 2026
DOI /
ARKIV
1
Rwiddhi Chakraborty,
Yinong (Oliver) Wang,
Gao Jialu,
Runkai Zheng,
Cheng Zhang,
Fernando De La Torre
:
Visual Data Diagnosis and Debiasing with Concept Graphs
Advances in Neural Information Processing Systems 2024
DOI /
ARKIV
1
Rwiddhi Chakraborty,
Adrian Sletten,
Michael Christian Kampffmeyer
:
ExMap: Leveraging Explainability Heatmaps for Unsupervised Group Robustness to Spurious Correlations
Computer Vision and Pattern Recognition 2024
DOI /
ARKIV
1
Daniel Johansen Trosten,
Rwiddhi Chakraborty,
Sigurd Eivindson Løkse,
Kristoffer Wickstrøm,
Robert Jenssen,
Michael Kampffmeyer
:
Hubs and Hyperspheres: Reducing Hubness and Improving Transductive Few-shot Learning with Hyperspherical Embeddings