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Joint Image/Video and Text Analysis

Recent papers in CVPR, ACM MM, and ACM ICMR have analyzed the issue of jointly analyzing visual and textual data. The CVPR-19 paper focuses on video moment retrieval based on associated captions, the ACM MM-18 paper considers web supervision for retrieval in joint image-text databases with limited labeled data, while the ICMR paper considered cross-modal...

Protecting Against Image/Video Manipualtions

A recent paper in T-IP proposed a novel deep network architecture for identifying image forgeries and presented results on multiple state-of-the-art datasets. A paper in NDSS-19 proposed how an adversary could design perturbations in video classification systems. Hybrid LSTM and Encoder-Decoder Architecture for Detection of Image Forgeries, IEEE Trans. on Image Processing, 2019. Adversarial Perturbations...

Papers in CVPR 2018 and ECCV 2018

Two papers have been accepted to IEEE Conf. on Computer Vision and Pattern Recognition, 2018. The details of the papers can be found here. Video Fast Forwarding via Reinforcement Learning, Exploiting Transitivity for Person Re-Identification Two papers have been accepted to the European Conf. on Computer Vision, 2018. The details of the papers can be...