Uncertainty-Aware Deep Attention Recurrent Neural Network for Heterogeneous Time Series Imputationby Linglong Qian, Zina Ibrahim,…
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learningby Aarash Feizi, Randall Balestriero, Adriana…
SwitchTab: Switched Autoencoders Are Effective Tabular Learnersby Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov,…
Evaluating Fairness in Self-supervised and Supervised Models for Sequential Databy Sofia Yfantidou, Dimitris Spathis, Marios…
Towards a Foundation Purchasing Model: Pretrained Generative Autoregression on Transaction Sequencesby Piotr Skalski, David Sutton,…
Zero-shot Active Learning Using Self Supervised Learningby Abhishek Sinha, Shreya SinghFirst submitted to arxiv on:…
Freeze the backbones: A Parameter-Efficient Contrastive Approach to Robust Medical Vision-Language Pre-trainingby Jiuming Qin, Che…
Self-Supervised Position Debiasing for Large Language Modelsby Zhongkun Liu, Zheng Chen, Mengqi Zhang, Zhaochun Ren,…
Boosting Transformer’s Robustness and Efficacy in PPG Signal Artifact Detection with Self-Supervised Learningby Thanh-Dung LeFirst…
Unifying Self-Supervised Clustering and Energy-Based Modelsby Emanuele Sansone, Robin ManhaeveFirst submitted to arxiv on: 30…