ProbMCL: Simple Probabilistic Contrastive Learning for Multi-label Visual Classificationby Ahmad Sajedi, Samir Khaki, Yuri A.…
LaFFi: Leveraging Hybrid Natural Language Feedback for Fine-tuning Language Modelsby Qianxi Li, Yingyue Cao, Jikun…
Kernel Density Estimation for Multiclass Quantificationby Alejandro Moreo, Pablo González, Juan José del CozFirst submitted…
Quantifying intra-tumoral genetic heterogeneity of glioblastoma toward precision medicine using MRI and a data-inclusive machine…
MultiIoT: Benchmarking Machine Learning for the Internet of Thingsby Shentong Mo, Louis-Philippe Morency, Russ Salakhutdinov,…
Elucidating and Overcoming the Challenges of Label Noise in Supervised Contrastive Learningby Zijun Long, George…
Understanding and Mitigating the Label Noise in Pre-training on Downstream Tasksby Hao Chen, Jindong Wang,…
Masked Autoencoders are Scalable Learners of Cellular Morphologyby Oren Kraus, Kian Kenyon-Dean, Saber Saberian, Maryam…
Diagnostic Spatio-temporal Transformer with Faithful Encodingby Jokin Labaien, Tsuyoshi Idé, Pin-Yu Chen, Ekhi Zugasti, Xabier…
Discriminator Soft Actor Critic without Extrinsic Rewardsby Daichi Nishio, Daiki Kuyoshi, Toi Tsuneda, Satoshi YamaneFirst…