b'Ping Luo'

CycleMLP: A MLP-like Architecture for Dense Prediction

This paper presents a simple MLP-like architecture, CycleMLP, which is a...
07/21/2021 ∙ by Shoufa Chen, et al. ∙ 0 ∙ share

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Multi-frame Collaboration for Effective Endoscopic Video Polyp Detection via Spatial-Temporal Feature Transformation

Precise localization of polyp is crucial for early cancer screening in g...
07/08/2021 ∙ by Lingyun Wu, et al. ∙ 0 ∙ share

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Multi-Compound Transformer for Accurate Biomedical Image Segmentation

The recent vision transformer(i.e.for image classification) learns non-l...
06/28/2021 ∙ by Yuanfeng Ji, et al. ∙ 0 ∙ share

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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

We present SegFormer, a simple, efficient yet powerful semantic segmenta...
05/31/2021 ∙ by Enze Xie, et al. ∙ 6 ∙ share

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ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search

Human pose estimation has achieved significant progress in recent years....
05/21/2021 ∙ by Lumin Xu, et al. ∙ 3 ∙ share

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Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application

In this paper, we study the problem of extracting variable-depth "logica...
05/14/2021 ∙ by Rongyu Cao, et al. ∙ 0 ∙ share

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BWCP: Probabilistic Learning-to-Prune Channels for ConvNets via Batch Whitening

This work presents a probabilistic channel pruning method to accelerate ...
05/13/2021 ∙ by Wenqi Shao, et al. ∙ 0 ∙ share

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When Human Pose Estimation Meets Robustness: Adversarial Algorithms and Benchmarks

Human pose estimation is a fundamental yet challenging task in computer ...
05/13/2021 ∙ by Jiahang Wang, et al. ∙ 10 ∙ share

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PolarMask++: Enhanced Polar Representation for Single-Shot Instance Segmentation and Beyond

Reducing the complexity of the pipeline of instance segmentation is cruc...
05/05/2021 ∙ by Enze Xie, et al. ∙ 0 ∙ share

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Going Deeper Into Face Detection: A Survey

Face detection is a crucial first step in many facial recognition and fa...
03/27/2021 ∙ by Shervin Minaee, et al. ∙ 25 ∙ share

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Towards Ultra-Resolution Neural Style Transfer via Thumbnail Instance Normalization

We present an extremely simple Ultra-Resolution Style Transfer framework...
03/22/2021 ∙ by Zhe Chen, et al. ∙ 7 ∙ share

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Disentangled Cycle Consistency for Highly-realistic Virtual Try-On

Image virtual try-on replaces the clothes on a person image with a desir...
03/17/2021 ∙ by Chongjian Ge, et al. ∙ 0 ∙ share

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Unsupervised Pretraining for Object Detection by Patch Reidentification

Unsupervised representation learning achieves promising performances in ...
03/08/2021 ∙ by Jian Ding, et al. ∙ 0 ∙ share

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Parser-Free Virtual Try-on via Distilling Appearance Flows

Image virtual try-on aims to fit a garment image (target clothes) to a p...
03/08/2021 ∙ by Yuying Ge, et al. ∙ 11 ∙ share

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FAT: Learning Low-Bitwidth Parametric Representation via Frequency-Aware Transformation

Learning convolutional neural networks (CNNs) with low bitwidth is chall...
02/15/2021 ∙ by Chaofan Tao, et al. ∙ 0 ∙ share

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DetCo: Unsupervised Contrastive Learning for Object Detection

Unsupervised contrastive learning achieves great success in learning ima...
02/09/2021 ∙ by Enze Xie, et al. ∙ 16 ∙ share

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Trans2Seg: Transparent Object Segmentation with Transformer

This work presents a new fine-grained transparent object segmentation da...
01/21/2021 ∙ by Enze Xie, et al. ∙ 11 ∙ share

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TransTrack: Multiple-Object Tracking with Transformer

Multiple-object tracking(MOT) is mostly dominated by complex and multi-s...
12/31/2020 ∙ by Peize Sun, et al. ∙ 20 ∙ share

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OneNet: Towards End-to-End One-Stage Object Detection

End-to-end one-stage object detection trailed thus far. This paper disco...
12/10/2020 ∙ by Peize Sun, et al. ∙ 0 ∙ share

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SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training

Although a polygon is a more accurate representation than an upright bou...
11/26/2020 ∙ by Weijia Wu, et al. ∙ 0 ∙ share

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Sparse R-CNN: End-to-End Object Detection with Learnable Proposals

We present Sparse R-CNN, a purely sparse method for object detection in ...
11/25/2020 ∙ by Peize Sun, et al. ∙ 0 ∙ share

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Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs

Natural images are projections of 3D objects on a 2D image plane. While ...
11/02/2020 ∙ by Xingang Pan, et al. ∙ 31 ∙ share

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UXNet: Searching Multi-level Feature Aggregation for 3D Medical Image Segmentation

Aggregating multi-level feature representation plays a critical role in ...
09/16/2020 ∙ by Yuanfeng Ji, et al. ∙ 0 ∙ share

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RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning

Despite the remarkable successes of Convolutional Neural Networks (CNNs)...
09/14/2020 ∙ by Hao Tan, et al. ∙ 14 ∙ share

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Compensation Tracker: Data Association Method for Lost Object

At present, the main research direction of multi-object tracking framewo...
08/27/2020 ∙ by Zhibo Zou, et al. ∙ 2 ∙ share

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Webly Supervised Image Classification with Self-Contained Confidence

This paper focuses on webly supervised learning (WSL), where datasets ar...
08/27/2020 ∙ by Jingkang Yang, et al. ∙ 0 ∙ share

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Dynamic and Static Context-aware LSTM for Multi-agent Motion Prediction

Multi-agent motion prediction is challenging because it aims to foresee ...
08/03/2020 ∙ by Chaofan Tao, et al. ∙ 0 ∙ share

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AE TextSpotter: Learning Visual and Linguistic Representation for Ambiguous Text Spotting

Scene text spotting aims to detect and recognize the entire word or sent...
08/03/2020 ∙ by Wenhai Wang, et al. ∙ 0 ∙ share

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Differentiable Hierarchical Graph Grouping for Multi-Person Pose Estimation

Multi-person pose estimation is challenging because it localizes body ke...
07/23/2020 ∙ by Sheng Jin, et al. ∙ 0 ∙ share

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Whole-Body Human Pose Estimation in the Wild

This paper investigates the task of 2D human whole-body pose estimation,...
07/23/2020 ∙ by Sheng Jin, et al. ∙ 31 ∙ share

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3D Human Mesh Regression with Dense Correspondence

Estimating 3D mesh of the human body from a single 2D image is an import...
06/10/2020 ∙ by Wang Zeng, et al. ∙ 0 ∙ share

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Learning a Reinforced Agent for Flexible Exposure Bracketing Selection

Automatically selecting exposure bracketing (images exposed differently)...
05/26/2020 ∙ by Zhouxia Wang, et al. ∙ 0 ∙ share

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Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning

Channel pruning is one of the most important techniques for compressing ...
04/24/2020 ∙ by Zhongzhan Huang, et al. ∙ 0 ∙ share

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AdaX: Adaptive Gradient Descent with Exponential Long Term Memory

Although adaptive optimization algorithms such as Adam show fast converg...
04/21/2020 ∙ by Wenjie Li, et al. ∙ 0 ∙ share

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Segmenting Transparent Objects in the Wild

Transparent objects such as windows and bottles made by glass widely exi...
03/31/2020 ∙ by Enze Xie, et al. ∙ 0 ∙ share

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Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Learning a good image prior is a long-term goal for image restoration an...
03/30/2020 ∙ by Xingang Pan, et al. ∙ 0 ∙ share

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Exemplar Normalization for Learning Deep Representation

Normalization techniques are important in different advanced neural netw...
03/19/2020 ∙ by Ruimao Zhang, et al. ∙ 0 ∙ share

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Towards Photo-Realistic Virtual Try-On by Adaptively Generating↔Preserving Image Content

Image visual try-on aims at transferring a target clothing image onto a ...
03/12/2020 ∙ by Han Yang, et al. ∙ 0 ∙ share

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Channel Equilibrium Networks for Learning Deep Representation

Convolutional Neural Networks (CNNs) are typically constructed by stacki...
02/29/2020 ∙ by Wenqi Shao, et al. ∙ 0 ∙ share

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How Does BN Increase Collapsed Neural Network Filters?

Improving sparsity of deep neural networks (DNNs) is essential for netwo...
01/30/2020 ∙ by Sheng Zhou, et al. ∙ 32 ∙ share

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Learning Depth-Guided Convolutions for Monocular 3D Object Detection

3D object detection from a single image without LiDAR is a challenging t...
12/10/2019 ∙ by Mingyu Ding, et al. ∙ 28 ∙ share

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Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow

A major challenge for video semantic segmentation is the lack of labeled...
11/28/2019 ∙ by Mingyu Ding, et al. ∙ 5 ∙ share

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Vision-Infused Deep Audio Inpainting

Multi-modality perception is essential to develop interactive intelligen...
10/24/2019 ∙ by Hang Zhou, et al. ∙ 17 ∙ share

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PolarMask: Single Shot Instance Segmentation with Polar Representation

In this paper, we introduce an anchor-box free and single shot instance ...
09/29/2019 ∙ by Enze Xie, et al. ∙ 23 ∙ share

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TextSR: Content-Aware Text Super-Resolution Guided by Recognition

Scene text recognition has witnessed rapid development with the advance ...
09/16/2019 ∙ by Wenjia Wang, et al. ∙ 3 ∙ share

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Towards Improving Generalization of Deep Networks via Consistent Normalization

Batch Normalization (BN) was shown to accelerate training and improve ge...
08/31/2019 ∙ by Aojun Zhou, et al. ∙ 0 ∙ share

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Fashion Retrieval via Graph Reasoning Networks on a Similarity Pyramid

Matching clothing images from customers and online shopping stores has r...
08/30/2019 ∙ by Zhanghui Kuang, et al. ∙ 0 ∙ share

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Differentiable Learning-to-Group Channels via Groupable Convolutional Neural Networks

Group convolution, which divides the channels of ConvNets into groups, h...
08/16/2019 ∙ by Zhaoyang Zhang, et al. ∙ 0 ∙ share

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Differentiable Learning-to-Group Channels viaGroupable Convolutional Neural Networks

Group convolution, which divides the channels of ConvNets into groups, h...
08/16/2019 ∙ by Zhaoyang Zhang, et al. ∙ 0 ∙ share

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Once a MAN: Towards Multi-Target Attack via Learning Multi-Target Adversarial Network Once

Modern deep neural networks are often vulnerable to adversarial samples....
08/14/2019 ∙ by Jiangfan Han, et al. ∙ 9 ∙ share

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Ping Luo

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