Yadong Mu | DeepAI

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∙ 09/14/2023

Co-Salient Object Detection with Semantic-Level Consensus Extraction and Dispersion

Given a group of images, co-salient object detection (CoSOD) aims to hig...

0 Peiran Xu, et al. ∙

∙ 04/20/2023

Regularizing Second-Order Influences for Continual Learning

Continual learning aims to learn on non-stationary data streams without ...

0 Zhicheng Sun, et al. ∙

∙ 04/06/2023

Learning Instance-Level Representation for Large-Scale Multi-Modal Pretraining in E-commerce

This paper aims to establish a generic multi-modal foundation model that...

0 Yang Jin, et al. ∙

∙ 11/07/2022

Image Completion with Heterogeneously Filtered Spectral Hints

Image completion with large-scale free-form missing regions is one of th...

0 Xingqian Xu, et al. ∙

∙ 09/27/2022

Embracing Consistency: A One-Stage Approach for Spatio-Temporal Video Grounding

Spatio-Temporal video grounding (STVG) focuses on retrieving the spatio-...

0 Yang Jin, et al. ∙

∙ 01/08/2022

Learning Sample Importance for Cross-Scenario Video Temporal Grounding

The task of temporal grounding aims to locate video moment in an untrimm...

0 Peijun Bao, et al. ∙

∙ 10/12/2021

Rethinking the Spatial Route Prior in Vision-and-Language Navigation

Vision-and-language navigation (VLN) is a trending topic which aims to n...

0 Xinzhe Zhou, et al. ∙

∙ 05/11/2021

Poisoning MorphNet for Clean-Label Backdoor Attack to Point Clouds

This paper presents Poisoning MorphNet, the first backdoor attack method...

0 Guiyu Tian, et al. ∙

∙ 08/10/2020

Informative Dropout for Robust Representation Learning: A Shape-bias Perspective

Convolutional Neural Networks (CNNs) are known to rely more on local tex...

32 Baifeng Shi, et al. ∙

∙ 03/27/2020

Weakly-Supervised Action Localization by Generative Attention Modeling

Weakly-supervised temporal action localization is a problem of learning ...

0 Baifeng Shi, et al. ∙

∙ 08/20/2019

Deep High-Resolution Representation Learning for Visual Recognition

High-resolution representations are essential for position-sensitive vis...

0 Jingdong Wang, et al. ∙

∙ 08/02/2019

Scale Matters: Temporal Scale Aggregation Network for Precise Action Localization in Untrimmed Videos

Temporal action localization is a recently-emerging task, aiming to loca...

0 Guoqiang Gong, et al. ∙

∙ 08/01/2019

Two-Stream Video Classification with Cross-Modality Attention

Fusing multi-modality information is known to be able to effectively bri...

5 Lu Chi, et al. ∙

∙ 04/09/2019

High-Resolution Representations for Labeling Pixels and Regions

High-resolution representation learning plays an essential role in many ...

6 Ke Sun, et al. ∙

∙ 06/08/2018

Convolutional Video Steganography with Temporal Residual Modeling

Steganography represents the art of unobtrusively concealing a secrete m...

0 Xinyu Weng, et al. ∙

∙ 08/12/2017

Deep Steering: Learning End-to-End Driving Model from Spatial and Temporal Visual Cues

In recent years, autonomous driving algorithms using low-cost vehicle-mo...

0 Lu Chi, et al. ∙

∙ 08/12/2016

Deep Hashing: A Joint Approach for Image Signature Learning

Similarity-based image hashing represents crucial technique for visual d...

0 Yadong Mu, et al. ∙

∙ 03/14/2016

Learning Binary Codes and Binary Weights for Efficient Classification

This paper proposes a generic formulation that significantly expedites t...

0 Fumin Shen, et al. ∙

∙ 06/28/2015

Stochastic Gradient Made Stable: A Manifold Propagation Approach for Large-Scale Optimization

Stochastic gradient descent (SGD) holds as a classical method to build l...

0 Yadong Mu, et al. ∙

∙ 04/20/2013

Distributed Low-rank Subspace Segmentation

Vision problems ranging from image clustering to motion segmentation to ...

0 Ameet Talwalkar, et al. ∙

∙ 10/08/2012

Video De-fencing

This paper describes and provides an initial solution to a novel video e...

0 Yadong Mu, et al. ∙

∙ 06/18/2012

Compact Hyperplane Hashing with Bilinear Functions

Hyperplane hashing aims at rapidly searching nearest points to a hyperpl...

0 Wei Liu, et al. ∙

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