SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets

1 code implementation • ICCV 2023 • Cody Simons, Dripta S. Raychaudhuri, Sk Miraj Ahmed, Suya You, Konstantinos Karydis, Amit K. Roy-Chowdhury

In this work, we relax both of these assumptions by addressing the problem of adapting a set of models trained independently on uni-modal data to a target domain consisting of unlabeled multi-modal data, without having access to the original source dataset.

Autonomous Navigation Pseudo Label +2

Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries

1 code implementation • 6 Mar 2019 • Jawadul H. Bappy, Cody Simons, Lakshmanan Nataraj, B. S. Manjunath, Amit K. Roy-Chowdhury

This paper proposes a high-confidence manipulation localization architecture which utilizes resampling features, Long-Short Term Memory (LSTM) cells, and encoder-decoder network to segment out manipulated regions from non-manipulated ones.