Search Results for author: Gokul Karthik Kumar

Found 4 papers, 4 papers with code

Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features

1 code implementation12 Oct 2022 Gokul Karthik Kumar, Karthik Nandakumar

A simple classifier based on the FIM representation is able to achieve state-of-the-art performance on the Hateful Memes Challenge (HMC) dataset with an AUROC of 85. 8, which even surpasses the human performance of 82. 65.

Hateful Meme Classification

An Empirical Study Of Self-supervised Learning Approaches For Object Detection With Transformers

2 code implementations11 May 2022 Gokul Karthik Kumar, Sahal Shaji Mullappilly, Abhishek Singh Gehlot

However, the CNN feature maps still maintain the spatial relationship and we utilize this property to design self-supervised learning approaches to train the encoder of object detection transformers in pretraining and multi-task learning settings.

Image Classification Image Reconstruction +6

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