Deep Learning has achieved remarkable success with Replacement Windows Supervised Learning.Nearly all of these successes require very large manually annotated datasets.Data augmentation has enabled Supervised Learning with less labeled data, while avoiding the pitfalls of overfitting.However, Supervised Learning still fails to be Robust, making dif
R Doyle Stulting,1 Daniel S Durrie,2 Richard J Potvin,3 Steve H Linn,4 Ronald R Krueger,5 Mark C Lobanoff,6 Majid Moshirfar,4,7 Manoj V Motwani,8 Timothy P Lindquist,2 Karl G Stonecipher9 1Woolfson Eye Institute, Atlanta, GA, USA; 2DurrieVision, Kansas City, KS, USA; 3Science in Vision, Akron, NY, USA; 4Hoopes, Durrie, Rivera Research, Draper, UT,
As a main regulator of melanocyte development and an key melanoma oncogene, microphthalmia-associated transcription factor (MITF) is one of the proteins in the basic helix-loop-helix zipper (bHLHZip) transcription factor family.The study on Prep Pads the detailed binding specificity of the MITF/DNA complex has been a challenge.MITF-DNA interaction
Reef-building corals usually form a symbiotic relationship with various photosynthetic dinoflagellates, which may determine the physiology and stress tolerance of their hosts.The mechanisms governing symbiont dynamics are still poorly understood, but may be driven by Saturday Night Live temperature.Therefore, we performed indoor experiments to exam