Publication Date | Article Title | Author(s) |
2020 | Verification of Recurrent Neural Networks for Cognitive Tasks via Reachability Analysis | Zhang, Hongce; Shinn, Maxwell; Gupta, Aarti; Gurfinkel, Arie; Le, Nham; et al |
2020 | Towards Unique and Informative Captioning of Images | Wang, Zeyu; Feng, Berthy; Narasimhan, Karthik; Russakovsky, Olga |
2020 | SARS-CoV-2 receptor networks in diabetic and COVID-19–associated kidney disease | Menon, Rajasree; Otto, Edgar A; Sealfon, Rachel; Nair, Viji; Wong, Aaron K; et al |
2020 | Implicit Regularization in Nonconvex Statistical Estimation: Gradient Descent Converges Linearly for Phase Retrieval, Matrix Completion, and Blind Deconvolution | Ma, C; Wang, K; Chi, Y; Chen, Yuxin |
2020 | Observation of spontaneous ferromagnetism in a two-dimensional electron system | Hossain, MS; Ma, MK; Villegas Rosales, KA; Chung, YJ; Pfeiffer, LN; et al |
2020 | Precise Experimental Test of the Luttinger Theorem and Particle-Hole Symmetry for a Strongly Correlated Fermionic System | Hossain, MS; Mueed, MA; Ma, MK; Villegas Rosales, KA; Chung, YJ; et al |
2020 | Fluctuational electrodynamics in atomic and macroscopic systems: Van der Waals interactions and radiative heat transfer | Venkataram, PS; Hermann, J; Tkatchenko, A; Rodriguez, AW |
2020 | ACE inhibition and cardiometabolic risk factors, lung ACE2 and TMPRSS2 gene expression, and plasma ACE2 levels: a Mendelian randomization study | Gill, Dipender; Arvanitis, Marios; Carter, Paul; Hernández Cordero, Ana I; Jo, Brian; et al |
2020 | A Unified Framework of Surrogate Loss by Refactoring and Interpolation | Liu, Lanlan; Wang, Mingzhe; Deng, Jia |
2020 | A Differentiable Perceptual Audio Metric Learned from Just Noticeable Differences | Manocha, Pranay; Finkelstein, Adam; Zhang, Richard; Bryan, Nicholas J; Mysore, Gautham J; et al |
2020 | Automating Modular Verification of Secure Information Flow | Pick, Lauren; Fedyukovich, Grigory; Gupta, Aarti |
2020 | Reconciling Modern Deep Learning with Traditional Optimization Analyses: The Intrinsic Learning Rate | Li, Zhiyuan; Lyu, Kaifeng; Arora, Sanjeev |
2020 | Amortized Finite Element Analysis for Fast PDE-Constrained Optimization | Xue, Tianju; Beatson, Alex; Adriaenssens, Sigrid; Adams, Ryan |
2020 | Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality | Zhang, Yi; Plevrakis, Orestis; Du, Simon S; Li, Xingguo; Song, Zhao; et al |
2020 | REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets | Wang, Angelina; Narayanan, Arvind; Russakovsky, Olga |
2020 | The Coin Problem with Applications to Data Streams | Braverman, Mark; Garg, Sumegha; Woodruff, David P |
2020 | Gryff: Unifying Consensus and Shared Registers | Burke, Matthew; Cheng, Audrey; Lloyd, Wyatt |
2020 | Affine Determinant Programs: A Framework for Obfuscation and Witness Encryption | Bartusek, James; Ishai, Yuval; Jain, Aayush; Ma, Fermi; Sahai, Amit; et al |
2020 | SpanBERT: Improving Pre-training by Representing and Predicting Spans | Joshi, Mandar; Chen, Danqi; Liu, Yinhan; Weld, Daniel S; Zettlemoyer, Luke; et al |
2020 | PackIt: A Virtual Environment for Geometric Planning | Goyal, Ankit; Deng, Jia |