Search Results for author: Manoj Ghuhan

Found 2 papers, 1 papers with code

SALAD: Source-free Active Label-Agnostic Domain Adaptation for Classification, Segmentation and Detection

1 code implementation24 May 2022 Divya Kothandaraman, Sumit Shekhar, Abhilasha Sancheti, Manoj Ghuhan, Tripti Shukla, Dinesh Manocha

SALAD has three key benefits: (i) it is task-agnostic, and can be applied across various visual tasks such as classification, segmentation and detection; (ii) it can handle shifts in output label space from the pre-trained source network to the target domain; (iii) it does not require access to source data for adaptation.

Active Learning Domain Adaptation +2

Learning Colour Representations of Search Queries

no code implementations17 Jun 2020 Paridhi Maheshwari, Manoj Ghuhan, Vishwa Vinay

We leverage historical clickthrough data to produce a colour representation for search queries and propose a recurrent neural network architecture to encode unseen queries into colour space.

Image Retrieval

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