Jatin Chauhan | DeepAI

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Featured Co-authors

Wei Wang
492 publications
Cho-Jui Hsieh
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Balaraman Ravindran
75 publications
Pasquale Minervini
41 publications
Yihan Wang
15 publications
Manohar Kaul
13 publications
Charu Sharma
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Jay Nandy
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Aravindan Raghuveer
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Deepak Nathani
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Priyanshu Gupta
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∙ 05/30/2023

Universality and Limitations of Prompt Tuning

Despite the demonstrated empirical efficacy of prompt tuning to adapt a ...

0 Yihan Wang, et al. ∙

∙ 06/25/2022

Multi-Variate Time Series Forecasting on Variable Subsets

We formulate a new inference task in the domain of multivariate time ser...

24 Jatin Chauhan, et al. ∙

∙ 05/02/2022

BERTops: Studying BERT Representations under a Topological Lens

Proposing scoring functions to effectively understand, analyze and learn...

8 Jatin Chauhan, et al. ∙

∙ 10/25/2021

A Probabilistic Framework for Knowledge Graph Data Augmentation

We present NNMFAug, a probabilistic framework to perform data augmentati...

11 Jatin Chauhan, et al. ∙

∙ 06/13/2021

Target Model Agnostic Adversarial Attacks with Query Budgets on Language Understanding Models

Despite significant improvements in natural language understanding model...

9 Jatin Chauhan, et al. ∙

∙ 05/19/2020

Learning Representations using Spectral-Biased Random Walks on Graphs

Several state-of-the-art neural graph embedding methods are based on sho...

0 Charu Sharma, et al. ∙

∙ 02/27/2020

Few-Shot Learning on Graphs via Super-Classes based on Graph Spectral Measures

We propose to study the problem of few shot graph classification in grap...

0 Jatin Chauhan, et al. ∙

∙ 06/04/2019

Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs

The recent proliferation of knowledge graphs (KGs) coupled with incomple...

0 Deepak Nathani, et al. ∙

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