Summary of Augmentations Vs Algorithms: What Works in Self-supervised Learning, by Warren Morningstar et al.
Augmentations vs Algorithms: What Works in Self-Supervised Learningby Warren Morningstar, Alex Bijamov, Chris Duvarney, Luke…
Summary of Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision, by Zeyang Zhang et al.
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervisionby Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao…
Summary of Synthetic Privileged Information Enhances Medical Image Representation Learning, by Lucas Farndale et al.
Synthetic Privileged Information Enhances Medical Image Representation Learningby Lucas Farndale, Chris Walsh, Robert Insall, Ke…
Summary of Unitable: Towards a Unified Framework For Table Recognition Via Self-supervised Pretraining, by Shengyun Peng et al.
UniTable: Towards a Unified Framework for Table Recognition via Self-Supervised Pretrainingby ShengYun Peng, Aishwarya Chakravarthy,…
Summary of Reducing Self-supervised Learning Complexity Improves Weakly-supervised Classification Performance in Computational Pathology, by Tim Lenz et al.
Reducing self-supervised learning complexity improves weakly-supervised classification performance in computational pathologyby Tim Lenz, Omar S.…
Summary of Decoupled Vertical Federated Learning For Practical Training on Vertically Partitioned Data, by Avi Amalanshu et al.
Decoupled Vertical Federated Learning for Practical Training on Vertically Partitioned Databy Avi Amalanshu, Yash Sirvi,…
Summary of Unsupervised Contrastive Learning For Robust Rf Device Fingerprinting Under Time-domain Shift, by Jun Chen et al.
Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shiftby Jun Chen, Weng-Keen Wong,…
Summary of On the Effectiveness Of Distillation in Mitigating Backdoors in Pre-trained Encoder, by Tingxu Han et al.
On the Effectiveness of Distillation in Mitigating Backdoors in Pre-trained Encoderby Tingxu Han, Shenghan Huang,…
Summary of Bridging Diversity and Uncertainty in Active Learning with Self-supervised Pre-training, by Paul Doucet et al.
Bridging Diversity and Uncertainty in Active learning with Self-Supervised Pre-Trainingby Paul Doucet, Benjamin Estermann, Till…
Summary of Knowledge-guided Eeg Representation Learning, by Aditya Kommineni et al.
Knowledge-guided EEG Representation Learningby Aditya Kommineni, Kleanthis Avramidis, Richard Leahy, Shrikanth NarayananFirst submitted to arxiv…