Search Results for author: Arjon Das

Found 4 papers, 1 papers with code

ViewMix: Augmentation for Robust Representation in Self-Supervised Learning

no code implementations6 Sep 2023 Arjon Das, Xin Zhong

Joint Embedding Architecture-based self-supervised learning methods have attributed the composition of data augmentations as a crucial factor for their strong representation learning capabilities.

Representation Learning Self-Supervised Learning

A Brief Yet In-Depth Survey of Deep Learning-Based Image Watermarking

no code implementations8 Aug 2023 Xin Zhong, Arjon Das, Fahad Alrasheedi, Abdullah Tanvir

This paper presents a comprehensive survey on deep learning-based image watermarking, a technique that entails the invisible embedding and extraction of watermarks within a cover image, aiming to offer a seamless blend of robustness and adaptability.

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DeepTextMark: A Deep Learning-Driven Text Watermarking Approach for Identifying Large Language Model Generated Text

4 code implementations9 May 2023 Travis Munyer, Abdullah Tanvir, Arjon Das, Xin Zhong

As elaborated within the paper, these attributes are crucial for universal text source detection, with a particular emphasis in this paper on text produced by LLMs.

Language Modelling Large Language Model +2

A Deep Learning-based Audio-in-Image Watermarking Scheme

no code implementations6 Oct 2021 Arjon Das, Xin Zhong

This paper presents a deep learning-based audio-in-image watermarking scheme.

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