Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey, Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, Ling Shao
Shijian Lu

Learning Multi-Attention Context Graph for Group-Based Re-Identification, Yichao Yan, Jie Qin, Bingbing Ni, Jiaxin Chen, Li Liu, Fan Zhu, Wei Shi Zheng, Xiaokang Yang, Ling Shao
Machine Learning Faculty Publications

A Facial Landmark Detection Method Based on Deep Knowledge Transfer, Pengcheng Gao, Ke Lu, Jian Xue, Jiayi Lyu, Ling Shao
Machine Learning Faculty Publications

Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey, Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, Ling Shao
Computer Vision Faculty Publications

Highly Accurate Dichotomous Image Segmentation, Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan, Luc Van Gool, Ling Shao
Computer Vision Faculty Publications

A Generalized Method for Binary Optimization: Convergence Analysis and Applications, Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
Machine Learning Faculty Publications

Learning Enriched Features for Fast Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
Fahad Shahbaz Khan

Learning Enriched Features for Fast Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
Salman H. Khan

A Generalized Method for Binary Optimization: Convergence Analysis and Applications, Huan Xiong, Mengyang Yu, Li Liu, Fan Zhu, Jie Qin, Fumin Shen, Ling Shao
Huan Xiong

Learning Enriched Features for Real Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shabaz Khan, Ming-Hsuan Yang, Ling Shao
Salman H. Khan

SipMaskv2: Enhanced Fast Image and Video Instance Segmentation, Jiale Cao, Yanwei Pang, Rao Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Ling Shao
Rao Muhammad Anwer

SipMaskv2: Enhanced Fast Image and Video Instance Segmentation, Jiale Cao, Yanwei Pang, Rao Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Ling Shao
Fahad Shahbaz Khan

SipMaskv2: Enhanced Fast Image and Video Instance Segmentation, Jiale Cao, Yanwei Pang, Rao Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Ling Shao
Hisham Cholakkal

From handcrafted to deep features for pedestrian detection: A survey, Jiale Cao, Yanwei Pang, Jin Xie, Fahad Shahbaz Khan, Ling Shao
Fahad Shahbaz Khan

Learning Enriched Features for Real Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shabaz Khan, Ming-Hsuan Yang, Ling Shao
Fahad Shahbaz Khan

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification, Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao
Fahad Shahbaz Khan

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification, Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, Ling Shao
Computer Vision Faculty Publications

SipMaskv2: Enhanced Fast Image and Video Instance Segmentation, Jiale Cao, Yanwei Pang, Rao Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Ling Shao
Computer Vision Faculty Publications

Low light image enhancement via global and local context modeling, Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang
Muhammad Haris Khan

Generative multi-label zero-shot learning, Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer
Salman H. Khan

Highly Accurate Dichotomous Image Segmentation, Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan, Luc Van Gool, Ling Shao
Hang Dai

High-resolution Iterative Feedback Network for Camouflaged Object Detection, Xiaobin Hu, Deng-Ping Fan, Xuebin Qin, Hang Dai, Wenqi Ren, Ying Tai, Chengjie Wang, Ling Shao
Hang Dai

Context-Aware Block Net for Small Object Detection, Lisha Cui, Pei Lv, Xiaoheng Jiang, Zhimin Gao, Bing Zhou, Luming Zhang, Ling Shao, Mingliang Xu
Machine Learning Faculty Publications

Learning Enriched Features for Fast Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming-Hsuan Yang, Ling Shao
Computer Vision Faculty Publications

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Computer Vision Faculty Publications

Learning Efficient GANs for Image Translation via Differentiable Masks and Co-Attention Distillation, Shaojie Li, Mingbao Lin, Yan Wang, Fei Chao, Ling Shao, Rongrong Ji
Machine Learning Faculty Publications

Distilling a Powerful Student Model via Online Knowledge Distillation, Shaojie Li, Mingbao Lin, Yan Wang, Yongjian Wu, Yonghong Tian, Ling Shao, Rongrong Ji
Machine Learning Faculty Publications

Pruning Networks With Cross-Layer Ranking & k-Reciprocal Nearest Filters, Mingbao Lin, Liujuan Cao, Yuxin Zhang, Ling Shao, Chia Wen Lin, Rongrong Ji
Machine Learning Faculty Publications

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Hisham Cholakkal

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Hisham Cholakkal

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Rao Muhammad Anwer

SipMask: spatial information preservation for fast image and video instance segmentation, Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Rao Muhammad Anwer

Learning digital camera pipeline for extreme low-light imaging, Syed Waqas Zamir, Aditya Arora, Salman Khan, Fahad Shahbaz Khan, Ling Shao
Fahad Shahbaz Khan

Learning to fuse asymmetric feature maps in Siamese trackers, Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen
Fahad Shahbaz Khan

Mask-guided attention network and occlusion-sensitive hard example mining for occluded pedestrian detection, Jin Xie, Yanwei Pang, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao
Fahad Shahbaz Khan

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Fahad Shahbaz Khan

Learning digital camera pipeline for extreme low-light imaging, Syed Waqas Zamir, Aditya Arora, Salman Khan, Fahad Shahbaz Khan, Ling Shao
Salman H. Khan

Understanding more about human and machine attention in deep neural networks, Qiuxia Lai, Salman Khan, Yongwei Nie, Hanqiu Sun, Jianbing Shen, Ling Shao
Salman H. Khan

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Salman H. Khan

P2V-RCNN: point to voxel feature learning for 3D object detection from point clouds, Jiale Li, Yu Sun, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Hang Dai

Automatic schelling points detection from meshes, Geng Chen, Hang Dai, Tao Zhou, Jianbing Shen, Ling Shao
Hang Dai

Anchor-free 3D single stage detector with mask-guided attention for point cloud, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Hang Dai

From voxel to point: IoU-guided 3D object detection for point cloud with voxel-to-point decoder, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Hang Dai

C4AV: learning cross-modal representations from transformers, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Hang Dai

M3DSSD: monocular 3D single stage object detector, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Hang Dai

Commands for autonomous vehicles by progressively stacking visual-linguistic representations, Hang Dai, Shujie Luo, Yong Ding, Ling Shao
Hang Dai

Mask-guided attention network and occlusion-sensitive hard example mining for occluded pedestrian detection, Jin Xie, Yanwei Pang, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao
Muhammad Haris Khan

High-resolution Iterative Feedback Network for Camouflaged Object Detection, Xiaobin Hu, Deng-Ping Fan, Xuebin Qin, Hang Dai, Wenqi Ren, Ying Tai, Chengjie Wang, Ling Shao
Computer Vision Faculty Publications

3D IoU-Net: IoU Guided 3D object detector for point clouds, Jiale Li, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Hang Dai

Discriminative region-based multi-label zero-shot learning, Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah
Salman H. Khan

Latent Domain Generation for Unsupervised Domain Adaptation Object Counting, Anran Zhang, Yandan Yang, Jun Xu, Xianbin Cao, Xiantong Zhen, Ling Shao
Machine Learning Faculty Publications

Low light image enhancement via global and local context modeling, Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang
Fahad Shahbaz Khan

Discriminative region-based multi-label zero-shot learning, Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah
Fahad Shahbaz Khan

Generative multi-label zero-shot learning, Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer
Fahad Shahbaz Khan

SipMask: spatial information preservation for fast image and video instance segmentation, Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Fahad Shahbaz Khan

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Fahad Shahbaz Khan

Learning Anchored Unsigned Distance Functions with Gradient Direction Alignment for Single-view Garment Reconstruction, Fang Zhao, Wenhao Wang, Shengcai Liao, Ling Shao
Machine Learning Faculty Publications

Attentive WaveBlock: Complementarity-Enhanced Mutual Networks for Unsupervised Domain Adaptation in Person Re-Identification and beyond, Wenhao Wang, Fang Zhao, Shengcai Liao, Ling Shao
Machine Learning Faculty Publications

Automatic schelling points detection from meshes, Geng Chen, Hang Dai, Tao Zhou, Jianbing Shen, Ling Shao
Computer Vision Faculty Publications

HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning, Shiming Chen, Guo Sen Xie, Yang Liu, Qinmu Peng, Baigui Sun, Hao Li, Xinge You, Ling Shao
Machine Learning Faculty Publications

Task-Oriented High-Order Context Graph Networks for Few-Shot Human-Object Interaction Recognition, Zhong Ji, Ping An, Xiyao Liu, Yanwei Pang, Ling Shao, Zhongfei Zhang
Machine Learning Faculty Publications

M3DSSD: monocular 3D single stage object detector, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Computer Vision Faculty Publications

From voxel to point: IoU-guided 3D object detection for point cloud with voxel-to-point decoder, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Computer Vision Faculty Publications

Anchor-free 3D single stage detector with mask-guided attention for point cloud, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Computer Vision Faculty Publications

Learning digital camera pipeline for extreme low-light imaging, Syed Waqas Zamir, Aditya Arora, Salman Khan, Fahad Shahbaz Khan, Ling Shao
Computer Vision Faculty Publications

Pixel-in-Pixel Net: Towards Efficient Facial Landmark Detection in the Wild, Haibo Jin, Shengcai Liao, Ling Shao
Machine Learning Faculty Publications

Learning Selective Mutual Attention and Contrast for RGB-D Saliency Detection, Nian Liu, Ni Zhang, Ling Shao, Junwei Han
Machine Learning Faculty Publications

Discriminative region-based multi-label zero-shot learning, Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah
Computer Vision Faculty Publications

Instance-Level Relative Saliency Ranking With Graph Reasoning, Nian Liu, Long Li, Wangbo Zhao, Junwei Han, Ling Shao
Machine Learning Faculty Publications

P2V-RCNN: point to voxel feature learning for 3D object detection from point clouds, Jiale Li, Yu Sun, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Computer Vision Faculty Publications

VMAN: A Virtual Mainstay Alignment Network for Transductive Zero-Shot Learning, Guo Sen Xie, Xu Yao Zhang, Yazhou Yao, Zheng Zhang, Fang Zhao, Ling Shao
Machine Learning Faculty Publications

From handcrafted to deep features for pedestrian detection: A survey, Jiale Cao, Yanwei Pang, Jin Xie, Fahad Shahbaz Khan, Ling Shao
Computer Vision Faculty Publications

Learning to fuse asymmetric feature maps in Siamese trackers, Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen
Computer Vision Faculty Publications

Understanding more about human and machine attention in deep neural networks, Qiuxia Lai, Salman Khan, Yongwei Nie, Hanqiu Sun, Jianbing Shen, Ling Shao
Computer Vision Faculty Publications

C4AV: learning cross-modal representations from transformers, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Computer Vision Faculty Publications

Commands for autonomous vehicles by progressively stacking visual-linguistic representations, Hang Dai, Shujie Luo, Yong Ding, Ling Shao
Computer Vision Faculty Publications

Low light image enhancement via global and local context modeling, Aditya Arora, Muhammad Haris, Syed Waqas Zamir, Munawar Hayat, Fahad Shahbaz Khan, Ling Shao, Ming-Hsuan Yang
Computer Vision Faculty Publications

Generative multi-label zero-shot learning, Akshita Gupta, Sanath Narayan, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Joost van de Weijer
Computer Vision Faculty Publications

Video scene parsing: An overview of deep learning methods and datasets, Xiyu Yan, Huihui Gong, Yong Jiang, Shu Tao Xia, Feng Zheng, Xinge You, Ling Shao
Machine Learning Faculty Publications

Human parsing based texture transfer from single image to 3D human via cross-view consistency, Fang Zhao, Shengcai Liao, Kaihao Zhang, Ling Shao
Machine Learning Faculty Publications

Mask-guided attention network and occlusion-sensitive hard example mining for occluded pedestrian detection, Jin Xie, Yanwei Pang, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao
Computer Vision Faculty Publications

Layer-Wise Conditioning Analysis in Exploring the Learning Dynamics of DNNs, Lei Huang, Jie Qin, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Pixel-level non-local image smoothing with objective evaluation, Jun Xu, Zhi Ang Liu, Ying Kun Hou, Xian Tong Zhen, Ling Shao, Ming Ming Cheng
Machine Learning Faculty Publications

CLNet: A Compact Latent Network for Fast Adjusting Siamese Trackers, Xingping Dong, Jianbing Shen, Ling Shao, Fatih Porikli
Machine Learning Faculty Publications

SipMask: spatial information preservation for fast image and video instance segmentation, Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Computer Vision Faculty Publications

Learning Attentive and Hierarchical Representations for 3D Shape Recognition, Jiaxin Chen, Jie Qin, Yuming Shen, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Interpretable Neural Network Decoupling, Yuchao Li, Rongrong Ji, Shaohui Lin, Baochang Zhang, Chenqian Yan, Yongjian Wu, Feiyue Huang, Ling Shao
Machine Learning Faculty Publications

Dynamic Dual-Attentive Aggregation Learning for Visible-Infrared Person Re-identification, Mang Ye, Jianbing Shen, David J. Crandall, Ling Shao, Jiebo Luo
Machine Learning Faculty Publications

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Computer Vision Faculty Publications

Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification, Fang Zhao, Shengcai Liao, Guo Sen Xie, Jian Zhao, Kaihao Zhang, Ling Shao
Machine Learning Faculty Publications

Interpretable and Generalizable Person Re-identification with Query-Adaptive Convolution and Temporal Lifting, Shengcai Liao, Ling Shao
Machine Learning Faculty Publications

BBS-Net: RGB-D Salient Object Detection with a Bifurcated Backbone Strategy Network, Deng Ping Fan, Yingjie Zhai, Ali Borji, Jufeng Yang, Ling Shao
Machine Learning Faculty Publications

Invertible Zero-Shot Recognition Flows, Yuming Shen, Jie Qin, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Surpassing Real-World Source Training Data: Random 3D Characters for Generalizable Person Re-Identification, Yanan Wang, Shengcai Liao, Ling Shao
Machine Learning Faculty Publications

K-armed Bandit based Multi-Modal Network Architecture Search for Visual Question Answering, Yiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Gen Luo, Xiaopeng Hong, Jinsong Su, Xinghao Ding, Ling Shao
Machine Learning Faculty Publications

Deep Local Binary Coding for Person Re-Identification by Delving into the Details, Jiaxin Chen, Jie Qin, Yichao Yan, Lei Huang, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications

Box Guided Convolution for Pedestrian Detection, Jinpeng Li, Shengcai Liao, Hangzhi Jiang, Ling Shao
Machine Learning Faculty Publications

Learning Enriched Features for Real Image Restoration and Enhancement, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shabaz Khan, Ming-Hsuan Yang, Ling Shao
Computer Vision Faculty Publications

Region Graph Embedding Network for Zero-Shot Learning, Guo Sen Xie, Li Liu, Fan Zhu, Fang Zhao, Zheng Zhang, Yazhou Yao, Jie Qin, Ling Shao
Machine Learning Faculty Publications

Structure Preserving Stain Normalization of Histopathology Images Using Self Supervised Semantic Guidance, Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean Philippe Thiran, Ling Shao
Machine Learning Faculty Publications

PraNet: Parallel Reverse Attention Network for Polyp Segmentation, Deng Ping Fan, Ge Peng Ji, Tao Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
Machine Learning Faculty Publications

M2Net : Multi-modal Multi-channel Network for Overall Survival Time Prediction of Brain Tumor Patients, Tao Zhou, Huazhu Fu, Yu Zhang, Changqing Zhang, Xiankai Lu, Jianbing Shen, Ling Shao
Machine Learning Faculty Publications

Learning to learn kernels with variational random features, Xiantong Zhen, Haoliang Sun, Yingjun Du, Jun Xu, Yilong Yin, Ling Shao, Cees Snoek
Machine Learning Faculty Publications

MCMT-GAN: Multi-Task Coherent Modality Transferable GAN for 3D Brain Image Synthesis, Yawen Huang, Feng Zheng, Runmin Cong, Weilin Huang, Matthew R. Scott, Ling Shao
Machine Learning Faculty Publications

Visible-Infrared Person Re-Identification via Homogeneous Augmented Tri-Modal Learning, Mang Ye, Jianbing Shen, Ling Shao
Machine Learning Faculty Publications

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Images, Deng Ping Fan, Tao Zhou, Ge Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, Ling Shao
Machine Learning Faculty Publications

3D IoU-Net: IoU Guided 3D object detector for point clouds, Jiale Li, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Computer Vision Faculty Publications

A Coarse-to-Fine Facial Landmark Detection Method Based on Self-attention Mechanism, Pengcheng Gao, Ke Lu, Jian Xue, Ling Shao, Jiayi Lyu
Machine Learning Faculty Publications

STAR: A Structure and Texture Aware Retinex Model, Jun Xu, Yingkun Hou, Dongwei Ren, Li Liu, Fan Zhu, Mengyang Yu, Haoqian Wang, Ling Shao
Machine Learning Faculty Publications

NLH: A Blind Pixel-Level Non-Local Method for Real-World Image Denoising, Yingkun Hou, Jun Xu, Mingxia Liu, Guanghai Liu, Li Liu, Fan Zhu, Ling Shao
Machine Learning Faculty Publications