Search Results for author: Danfeng Qin

Found 6 papers, 2 papers with code

MobileNetV4 - Universal Models for the Mobile Ecosystem

1 code implementation16 Apr 2024 Danfeng Qin, Chas Leichner, Manolis Delakis, Marco Fornoni, Shixin Luo, Fan Yang, Weijun Wang, Colby Banbury, Chengxi Ye, Berkin Akin, Vaibhav Aggarwal, Tenghui Zhu, Daniele Moro, Andrew Howard

We present the latest generation of MobileNets, known as MobileNetV4 (MNv4), featuring universally efficient architecture designs for mobile devices.

Neural Architecture Search

Cap2Det: Learning to Amplify Weak Caption Supervision for Object Detection

1 code implementation ICCV 2019 Keren Ye, Mingda Zhang, Adriana Kovashka, Wei Li, Danfeng Qin, Jesse Berent

Learning to localize and name object instances is a fundamental problem in vision, but state-of-the-art approaches rely on expensive bounding box supervision.

Object object-detection +1

Learning to discover and localize visual objects with open vocabulary

no code implementations25 Nov 2018 Keren Ye, Mingda Zhang, Wei Li, Danfeng Qin, Adriana Kovashka, Jesse Berent

To alleviate the cost of obtaining accurate bounding boxes for training today's state-of-the-art object detection models, recent weakly supervised detection work has proposed techniques to learn from image-level labels.

Object object-detection +1

Quantized Kernel Learning for Feature Matching

no code implementations NeurIPS 2014 Danfeng Qin, Xuanli Chen, Matthieu Guillaumin, Luc V. Gool

Matching local visual features is a crucial problem in computer vision and its accuracy greatly depends on the choice of similarity measure.

Quantization

Query Adaptive Similarity for Large Scale Object Retrieval

no code implementations CVPR 2013 Danfeng Qin, Christian Wengert, Luc van Gool

Furthermore, we propose a function to score the individual contributions into an image to image similarity within the probabilistic framework.

Object Retrieval

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