Inkit Padhi | DeepAI

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Featured Co-authors

Pin-Yu Chen
183 publications
Kush R. Varshney
68 publications
Payel Das
56 publications
Youssef Mroueh
47 publications
Karthikeyan Natesan Ramamurthy
46 publications
Siva Reddy
45 publications
Prasanna Sattigeri
44 publications
Abhishek Kumar
41 publications
Sebastian Gehrmann
38 publications
Vijil Chenthamarakshan
27 publications
Hendrik Strobelt
27 publications

∙ 05/31/2023

The Impact of Positional Encoding on Length Generalization in Transformers

Length generalization, the ability to generalize from small training con...

4 Amirhossein Kazemnejad, et al. ∙

∙ 04/21/2023

Auditing and Generating Synthetic Data with Controllable Trust Trade-offs

Data collected from the real world tends to be biased, unbalanced, and a...

9 Brian Belgodere, et al. ∙

∙ 12/13/2022

Fair Infinitesimal Jackknife: Mitigating the Influence of Biased Training Data Points Without Refitting

In consequential decision-making applications, mitigating unwanted biase...

0 Prasanna Sattigeri, et al. ∙

∙ 08/13/2022

Cloud-Based Real-Time Molecular Screening Platform with MolFormer

With the prospect of automating a number of chemical tasks with high fid...

15 Brian Belgodere, et al. ∙

∙ 07/08/2022

GT4SD: Generative Toolkit for Scientific Discovery

With the growing availability of data within various scientific domains,...

25 Matteo Manica, et al. ∙

∙ 08/27/2021

ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models

Automatic construction of relevant Knowledge Bases (KBs) from text, and ...

27 Pierre L. Dognin, et al. ∙

∙ 06/17/2021

Do Large Scale Molecular Language Representations Capture Important Structural Information?

Predicting chemical properties from the structure of a molecule is of gr...

9 Jerret Ross, et al. ∙

∙ 12/21/2020

Image Captioning as an Assistive Technology: Lessons Learned from VizWiz 2020 Challenge

Image captioning has recently demonstrated impressive progress largely o...

6 Pierre Dognin, et al. ∙

∙ 12/21/2020

Alleviating Noisy Data in Image Captioning with Cooperative Distillation

Image captioning systems have made substantial progress, largely due to ...

0 Pierre Dognin, et al. ∙

∙ 12/08/2020

Generate Your Counterfactuals: Towards Controlled Counterfactual Generation for Text

Machine Learning has seen tremendous growth recently, which has led to a...

0 Nishtha Madaan, et al. ∙

∙ 11/03/2020

Tabular Transformers for Modeling Multivariate Time Series

Tabular datasets are ubiquitous in data science applications. Given thei...

0 Inkit Padhi, et al. ∙

∙ 10/27/2020

DualTKB: A Dual Learning Bridge between Text and Knowledge Base

In this work, we present a dual learning approach for unsupervised text ...

9 Pierre L. Dognin, et al. ∙

∙ 05/22/2020

Accelerating Antimicrobial Discovery with Controllable Deep Generative Models and Molecular Dynamics

De novo therapeutic design is challenged by a vast chemical repertoire a...

0 Payel Das, et al. ∙

∙ 05/07/2020

Learning Implicit Text Generation via Feature Matching

Generative feature matching network (GFMN) is an approach for training i...

0 Inkit Padhi, et al. ∙

∙ 04/02/2020

Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models

The recent COVID-19 pandemic has highlighted the need for rapid therapeu...

24 Vijil Chenthamarakshan, et al. ∙

∙ 10/31/2019

Sobolev Independence Criterion

We propose the Sobolev Independence Criterion (SIC), an interpretable de...

6 Youssef Mroueh, et al. ∙

∙ 04/04/2019

Learning Implicit Generative Models by Matching Perceptual Features

Perceptual features (PFs) have been used with great success in tasks suc...

0 Cicero Nogueira dos Santos, et al. ∙

∙ 10/17/2018

PepCVAE: Semi-Supervised Targeted Design of Antimicrobial Peptide Sequences

Given the emerging global threat of antimicrobial resistance, new method...

0 Payel Das, et al. ∙

∙ 05/20/2018

Fighting Offensive Language on Social Media with Unsupervised Text Style Transfer

We introduce a new approach to tackle the problem of offensive language ...

0 Cicero Nogueira dos Santos, et al. ∙

∙ 11/26/2017

Improved Neural Text Attribute Transfer with Non-parallel Data

Text attribute transfer using non-parallel data requires methods that ca...

0 Igor Melnyk, et al. ∙

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