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Does String-Based Neural MT Learn Source Syntax?
We investigate whether a neural, encoderdecoder translation system learns syntactic information on the source side as a by-product of training. Expand
Serum sclerostin levels negatively correlate with parathyroid hormone levels and free estrogen index in postmenopausal women.
- F. Mirza, I. Padhi, L. Raisz, J. Lorenzo
- The Journal of clinical endocrinology and…
- 1 April 2010
CONTEXT Sclerostin is a negative regulator of bone formation. OBJECTIVE The aim of the study was to compare serum sclerostin levels in premenopausal and postmenopausal women and evaluate its… Expand
Torsades de Pointes associated with intravenous haloperidol in critically ill patients.
In this retrospective case-control study, 8 of 223 consecutive patients (3.6%) treated with intravenous haloperidol developed torsades de pointes, and were compared with 41 patients randomly selected… Expand
Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer
We propose a new method for training encoder-decoders using non-parallel data that combines a collaborative classifier, attention and the cycle consistency loss that outperforms a state-of-the-art text style transfer system in two out of three quantitative metrics. Expand
Characterization of gentamicin pharmacokinetics in patients hemodialyzed with high-flux polysulfone membranes.
- N. B. Amin, I. Padhi, M. Touchette, R. Patel, T. Dunfee, J. V. Anandan
- American journal of kidney diseases : the…
- 1 August 1999
To characterize the pharmacokinetics of gentamicin during and after hemodialysis (using polysulfone Fresenius F-80 membranes (Fresenius USA, Inc, Walnut Creek, CA), surface area 1.6 m(2)), eight… Expand
A randomized, double-blind comparison of intravenous diltiazem and digoxin for atrial fibrillation after coronary artery bypass surgery.
BACKGROUND Atrial fibrillation (AF) after coronary bypass graft surgery may result in hypotension, heart failure symptoms, embolic complications, and prolongation in length of hospital stay (LOHS).… Expand
Improved Neural Text Attribute Transfer with Non-parallel Data
- I. Melnyk, C. D. Santos, Kahini Wadhawan, I. Padhi, Abhishek Kumar
- Computer Science
- 26 November 2017
We propose a novel algorithm for text attribute transfer with non-parallel corpora based on the encoder-decoder architecture with attention, augmented with the collaborative classifier and a set of content preservation losses. Expand
Learning Implicit Generative Models by Matching Perceptual Features
- C. D. Santos, Youssef Mroueh, I. Padhi, Pierre L. Dognin
- Computer Science
- IEEE/CVF International Conference on Computer…
- 4 April 2019
We propose a new effective MM approach that learns implicit generative models by performing mean and covariance matching of features extracted from pretrained convolutional layers of pretrained ConvNets. Expand
PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences
- Payel Das, Kahini Wadhawan, +6 authors A. Mojsilovic
- Mathematics, Computer Science
- 17 October 2018
We report a peptide generation framework PepCVAE, based on a semi-supervised variational autoencoder (VAE) model, for designing novel antimicrobial peptide (AMP) sequences. Expand
Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text
We introduce GYC, a framework to generate counterfactual text samples such that the generation is plausible, diverse, goal-oriented, and effective. Expand