Search Results for author: Sikandar Amin

Found 9 papers, 2 papers with code

Class Interference Regularization

no code implementations4 Sep 2020 Bharti Munjal, Sikandar Amin, Fabio Galasso

In experimental evaluation, the combination of CIR and a plain Siamese-net with triplet loss yields best few-shot learning performance on the challenging tieredImageNet.

Face Verification Few-Shot Learning +2

Knowledge Distillation for End-to-End Person Search

1 code implementation3 Sep 2019 Bharti Munjal, Fabio Galasso, Sikandar Amin

We employ this to supervise the detector of our person search model at various levels using a specialized detector.

Knowledge Distillation Model Compression +2

Query-guided End-to-End Person Search

1 code implementation CVPR 2019 Bharti Munjal, Sikandar Amin, Federico Tombari, Fabio Galasso

We extend this with i. a query-guided Siamese squeeze-and-excitation network (QSSE-Net) that uses global context from both the query and gallery images, ii.

Human Detection Person Search +1

Recognizing Fine-Grained and Composite Activities using Hand-Centric Features and Script Data

no code implementations23 Feb 2015 Marcus Rohrbach, Anna Rohrbach, Michaela Regneri, Sikandar Amin, Mykhaylo Andriluka, Manfred Pinkal, Bernt Schiele

To attack the second challenge, recognizing composite activities, we leverage the fact that these activities are compositional and that the essential components of the activities can be obtained from textual descriptions or scripts.

Activity Recognition

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