Liming Chen

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De Montfort University

Professor in computer science at École Centrale de Lyon

Connecting Images through Time and Sources: Introducing Low-data, Heterogeneous Instance Retrieval

With impressive results in applications relying on feature learning, dee...
03/19/2021 ∙ by Dimitri Gominski, et al. ∙ 0 ∙ share

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Unifying Remote Sensing Image Retrieval and Classification with Robust Fine-tuning

Advances in high resolution remote sensing image analysis are currently ...
02/26/2021 ∙ by Dimitri Gominski, et al. ∙ 0 ∙ share

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IoT-Enabled Social Relationships Meet Artificial Social Intelligence

With the recent advances of the Internet of Things, and the increasing a...
02/21/2021 ∙ by Sahraoui Dhelim, et al. ∙ 0 ∙ share

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Discriminative Noise Robust Sparse Orthogonal Label Regression-based Domain Adaptation

Domain adaptation (DA) aims to enable a learning model trained from a so...
01/09/2021 ∙ by Lingkun Luo, et al. ∙ 0 ∙ share

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An Assessment of GANs for Identity-related Applications

Generative Adversarial Networks (GANs) are now capable of producing synt...
12/18/2020 ∙ by Richard T. Marriott, et al. ∙ 0 ∙ share

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Robustness of Facial Recognition to GAN-based Face-morphing Attacks

Face-morphing attacks have been a cause for concern for a number of year...
12/18/2020 ∙ by Richard T. Marriott, et al. ∙ 0 ∙ share

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A 3D GAN for Improved Large-pose Facial Recognition

Facial recognition using deep convolutional neural networks relies on th...
12/18/2020 ∙ by Richard T. Marriott, et al. ∙ 22 ∙ share

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One-shot Distributed Algorithm for Generalized Eigenvalue Problem

Nowadays, more and more datasets are stored in a distributed way for the...
10/22/2020 ∙ by Kexin Lv, et al. ∙ 4 ∙ share

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Bayesian Optimization for Developmental Robotics with Meta-Learning by Parameters Bounds Reduction

In robotics, methods and softwares usually require optimizations of hype...
07/30/2020 ∙ by Maxime Petit, et al. ∙ 0 ∙ share

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Breaking Batch Normalization for better explainability of Deep Neural Networks through Layer-wise Relevance Propagation

The lack of transparency of neural networks stays a major break for thei...
02/24/2020 ∙ by Mathilde Guillemot, et al. ∙ 0 ∙ share

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Optimizing Correlated Graspability Score and Grasp Regression for Better Grasp Prediction

Grasping objects is one of the most important abilities to master for a ...
02/03/2020 ∙ by Amaury Depierre, et al. ∙ 0 ∙ share

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Challenging deep image descriptors for retrieval in heterogeneous iconographic collections

This article proposes to study the behavior of recent and efficient stat...
09/19/2019 ∙ by Dimitri Gominski, et al. ∙ 3 ∙ share

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Toward a Procedural Fruit Tree Rendering Framework for Image Analysis

We propose a procedural fruit tree rendering framework, based on Blender...
07/10/2019 ∙ by Thomas Duboudin, et al. ∙ 0 ∙ share

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Bicameral Structuring and Synthetic Imagery for Jointly Predicting Instance Boundaries and Nearby Occlusions from a Single Image

Oriented boundary detection is a challenging task aimed at both delineat...
06/18/2019 ∙ by Matthieu Grard, et al. ∙ 1 ∙ share

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Intra-class Variation Isolation in Conditional GANs

Current state-of-the-art conditional generative adversarial networks (C-...
11/27/2018 ∙ by Richard T. Marriott, et al. ∙ 0 ∙ share

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Image-based Natural Language Understanding Using 2D Convolutional Neural Networks

We propose a new approach to natural language understanding in which we ...
10/24/2018 ∙ by Erinc Merdivan, et al. ∙ 0 ∙ share

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Developmental Bayesian Optimization of Black-Box with Visual Similarity-Based Transfer Learning

We present a developmental framework based on a long-term memory and rea...
09/26/2018 ∙ by Maxime Petit, et al. ∙ 4 ∙ share

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MES-P: an Emotional Tonal Speech Dataset in Mandarin Chinese with Distal and Proximal Labels

Emotion shapes all aspects of our interpersonal and intellectual experie...
08/30/2018 ∙ by Zhongzhe Xiao, et al. ∙ 0 ∙ share

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Jacquard: A Large Scale Dataset for Robotic Grasp Detection

Grasping skill is a major ability that a wide number of real-life applic...
03/30/2018 ∙ by Amaury Depierre, et al. ∙ 0 ∙ share

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Accurate Facial Parts Localization and Deep Learning for 3D Facial Expression Recognition

Meaningful facial parts can convey key cues for both facial action unit ...
03/04/2018 ∙ by Asim Jan, et al. ∙ 0 ∙ share

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A Deep Learning Approach for Privacy Preservation in Assisted Living

In the era of Internet of Things (IoT) technologies the potential for pr...
02/22/2018 ∙ by Ismini Psychoula, et al. ∙ 0 ∙ share

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Discriminative Label Consistent Domain Adaptation

Domain adaptation (DA) is transfer learning which aims to learn an effec...
02/21/2018 ∙ by Lingkun Luo, et al. ∙ 0 ∙ share

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Brenier approach for optimal transportation between a quasi-discrete measure and a discrete measure

Correctly estimating the discrepancy between two data distributions has ...
01/17/2018 ∙ by Ying Lu, et al. ∙ 0 ∙ share

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Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection

Deep CNN-based object detection systems have achieved remarkable success...
01/09/2018 ∙ by Yuxing Tang, et al. ∙ 0 ∙ share

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Object segmentation in depth maps with one user click and a synthetically trained fully convolutional network

With more and more household objects built on planned obsolescence and c...
01/04/2018 ∙ by Matthieu Grard, et al. ∙ 0 ∙ share

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Discriminative and Geometry Aware Unsupervised Domain Adaptation

Domain adaptation (DA) aims to generalize a learning model across traini...
12/28/2017 ∙ by Lingkun Luo, et al. ∙ 0 ∙ share

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Improving Shadow Suppression for Illumination Robust Face Recognition

2D face analysis techniques, such as face landmarking, face recognition ...
10/13/2017 ∙ by Wuming Zhang, et al. ∙ 0 ∙ share

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Densely tracking sequences of 3D face scans

3D face dense tracking aims to find dense inter-frame correspondences in...
09/13/2017 ∙ by Huaxiong Ding, et al. ∙ 0 ∙ share

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Optimal Transport for Deep Joint Transfer Learning

Training a Deep Neural Network (DNN) from scratch requires a large amoun...
09/09/2017 ∙ by Ying Lu, et al. ∙ 0 ∙ share

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Improving Heterogeneous Face Recognition with Conditional Adversarial Networks

Heterogeneous face recognition between color image and depth image is a ...
09/08/2017 ∙ by Wuming Zhang, et al. ∙ 0 ∙ share

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von Mises-Fisher Mixture Model-based Deep learning: Application to Face Verification

A number of pattern recognition tasks, e.g., face verification, can be b...
06/13/2017 ∙ by Md. Abul Hasnat, et al. ∙ 0 ∙ share

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Robust Data Geometric Structure Aligned Close yet Discriminative Domain Adaptation

Domain adaptation (DA) is transfer learning which aims to leverage label...
05/24/2017 ∙ by Lingkun Luo, et al. ∙ 0 ∙ share

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Close Yet Distinctive Domain Adaptation

Domain adaptation is transfer learning which aims to generalize a learni...
04/13/2017 ∙ by Lingkun Luo, et al. ∙ 0 ∙ share

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DeepVisage: Making face recognition simple yet with powerful generalization skills

Face recognition (FR) methods report significant performance by adopting...
03/24/2017 ∙ by Abul Hasnat, et al. ∙ 0 ∙ share

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Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition

In this paper, we present a novel approach to automatic 3D Facial Expres...
11/10/2015 ∙ by Huibin Li, et al. ∙ 0 ∙ share

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Automatic video scene segmentation based on spatial-temporal clues and rhythm

With ever increasing computing power and data storage capacity, the pote...
12/15/2014 ∙ by Walid Mahdi, et al. ∙ 0 ∙ share

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Liming Chen

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