Search Results for author: Sreya Dutta Roy

Found 3 papers, 2 papers with code

Unifying Tracking and Image-Video Object Detection

no code implementations • 20 Nov 2022 • Peirong Liu, Rui Wang, Pengchuan Zhang, Omid Poursaeed, Yipin Zhou, Xuefei Cao, Sreya Dutta Roy, Ashish Shah, Ser-Nam Lim

We propose TrIVD (Tracking and Image-Video Detection), the first framework that unifies image OD, video OD, and MOT within one end-to-end model.

Multi-Object Tracking Object +2

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A Self-Supervised Descriptor for Image Copy Detection

1 code implementation • CVPR 2022 • Ed Pizzi, Sreya Dutta Roy, Sugosh Nagavara Ravindra, Priya Goyal, Matthijs Douze

We adapt this method to the copy detection task by changing the architecture and training objective, including a pooling operator from the instance matching literature, and adapting contrastive learning to augmentations that combine images.

Contrastive Learning Copy Detection +1

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MOOD: Multi-level Out-of-distribution Detection

1 code implementation • CVPR 2021 • Ziqian Lin, Sreya Dutta Roy, Yixuan Li

Out-of-distribution (OOD) detection is essential to prevent anomalous inputs from causing a model to fail during deployment.

Out-of-Distribution Detection Out of Distribution (OOD) Detection

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