Videoes

PaperView - Student Specialization in Deep ReLU Networks

PaperView - going over the paper -> "Tian Y. Student Specialization in Deep ReLU Networks With Finite Width and Input Dimension. arXiv preprint arXiv:1909.13458. 2019 Sep 30."

PaperView - Sample Selection for Fair and Robust Training

PaperView - going over the paper -> "Roh Y, Lee K, Whang S, Suh C. Sample selection for fair and robust training. Advances in Neural Information Processing Systems. 2021 Dec 6;34:815-27."

PaperView - Part-dependent Label Noise / Towards Instance-dependent Label Noise

PaperView - going over the paper titled "Xia, Xiaobo, et al. "Part-dependent label noise - Towards instance-dependent label noise." Advances in Neural Information Processing Systems 33 (2020), 7597-7610."

PaperView - Adversarial filters of dataset biases

PaperView - going over the paper -> "Le Bras R, Swayamdipta S, Bhagavatula C, Zellers R, Peters M, Sabharwal A, Choi Y. Adversarial filters of dataset biases. InInternational Conference on Machine Learning 2020 Nov 21 (pp. 1078-1088). PMLR."

PaperView - Predicting Social Anxiety from GPS Traces of College Students - Feasibility Study

PaperView - going over the paper -> "Boukhechba M, Chow P, Fua K, Teachman BA, Barnes LE. Predicting social anxiety from global positioning system traces of college students - feasibility study. JMIR mental health. 2018 Jul 4;5(3):e10101."

PaperView - Learn by Challenging Yourself Contrastive Learning with Hard Sample Generation

PaperView - going over the paper -> "Wu Y, Wang Z, Zeng D, Shi Y, Hu J. Learn by Challenging Yourself - Contrastive Visual Representation Learning with Hard Sample Generation. arXiv preprint arXiv:2202.06464. 2022 Feb 14.""

PaperView - Learning classifiers from only positive and unlabeled data

PaperView - going over the paper -> "Elkan, Charles, and Keith Noto. "Learning classifiers from only positive and unlabeled data." Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining. 2008."

PaperView - Neural manifold clustering and embedding

PaperView - going over the paper -> "Li Z, Chen Y, LeCun Y, Sommer FT. Neural Manifold Clustering and Embedding. arXiv preprint arXiv:2201.10000. 2022 Jan 24."

PaperView - Gradient Harmonized Single Stage Detector

PaperView - going over the paper titled "Gradient harmonized single-stage detector" by B Li, Y Liu, X Wang

PaperView - Mask Scoring R CNN

PaperView - going over the paper titled "Mask scoring r-cnn" by Zhaojin Huang, Lichao Huang, Yongchao Gong, Chang Huang, Xinggang Wang