Search Results for author: Preeti Mukherjee

Found 3 papers, 1 papers with code

SmartAdapt: Multi-Branch Object Detection Framework for Videos on Mobiles

no code implementations CVPR 2022 ran Xu, Fangzhou Mu, Jayoung Lee, Preeti Mukherjee, Somali Chaterji, Saurabh Bagchi, Yin Li

In this paper, we ask, and answer, the wide-ranging question across all MBODFs: How to expose the right set of execution branches and then how to schedule the optimal one at inference time?

object-detection Video Object Detection

Generative Model-driven Structure Aligning Discriminative Embeddings for Transductive Zero-shot Learning

no code implementations9 May 2020 Omkar Gune, Mainak Pal, Preeti Mukherjee, Biplab Banerjee, Subhasis Chaudhuri

We propose a transductive approach to reduce the effect of domain shift, where we utilize unlabeled visual data from unseen classes to generate corresponding semantic features for unseen class visual samples.

Transfer Learning Zero-Shot Learning

JU\_ETCE\_17\_21 at SemEval-2019 Task 6: Efficient Machine Learning and Neural Network Approaches for Identifying and Categorizing Offensive Language in Tweets

1 code implementation SEMEVAL 2019 Preeti Mukherjee, Mainak Pal, Somnath Banerjee, Sudip Kumar Naskar

This paper describes our system submissions as part of our participation (team name: JU{\_}ETCE{\_}17{\_}21) in the SemEval 2019 shared task 6: {``}OffensEval: Identifying and Catego- rizing Offensive Language in Social Media{''}.

Language Identification Word Embeddings

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