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2024

2023

Bridging Synthetic and Real Images: A Transferable and Multiple Consistency Aided Fundus Image Enhancement FrameworkErjian Guo, Huazhu Fu, Luping Zhou, Dong Xu 0001. tmi, 42(8):2189-2199, 2023. [doi]

Complexity-guided Slimmable Decoder for Efficient Deep Video CompressionZhihao Hu, Dong Xu 0001. cvpr 2023: 14358-14367 [doi]

CS-Isolate: Extracting Hard Confident Examples by Content and Style IsolationYexiong Lin, Yu Yao, Xiaolong Shi, Mingming Gong, Xu Shen, Dong Xu 0001, Tongliang Liu. nips 2023: [doi]

Q2ATransformer: Improving Medical VQA via an Answer Querying DecoderYunyi Liu, Zhanyu Wang, Dong Xu 0001, Luping Zhou. ipmi 2023: 445-456 [doi]

GeometryMotion-Transformer: An End-to-End Framework for 3D Action RecognitionJiaheng Liu, Jinyang Guo, Dong Xu 0001. tmm, 25:5649-5661, 2023. [doi]

Co-MDA: Federated Multisource Domain Adaptation on Black-Box ModelsXinhui Liu, Wei Xi, Wen Li 0001, Dong Xu 0001, Gairui Bai, Jizhong Zhao. tcsv, 33(12):7658-7670, December 2023. [doi]

ICMH-Net: Neural Image Compression Towards both Machine Vision and Human VisionLei Liu, Zhihao Hu, Zhenghao Chen, Dong Xu 0001. mm 2023: 8047-8056 [doi]

Slow Motion Matters: A Slow Motion Enhanced Network for Weakly Supervised Temporal Action LocalizationWeiqi Sun, Rui Su, Qian Yu, Dong Xu 0001. tcsv, 33(1):354-366, 2023. [doi]

MedoidsFormer: A Strong 3D Object Detection Backbone by Exploiting Interaction With Adjacent Medoid TokensXiaoyu Tian, Ming Yang, Qian Yu, Junhai Yong, Dong Xu 0001. tcsv, 33(10):5844-5854, October 2023. [doi]

Domain Adaptive Sampling for Cross-Domain Point Cloud RecognitionZiCheng Wang, Wen Li 0001, Dong Xu 0001. tcsv, 33(12):7604-7615, December 2023. [doi]

VL-SAT: Visual-Linguistic Semantics Assisted Training for 3D Semantic Scene Graph Prediction in Point CloudZiqin Wang, Bowen Cheng, Lichen Zhao, Dong Xu 0001, Yang Tang, Lu Sheng. cvpr 2023: 21560-21569 [doi]

Conflict-Based Cross-View Consistency for Semi-Supervised Semantic SegmentationZiCheng Wang, Zhen Zhao, Xiaoxia Xing, Dong Xu 0001, Xiangyu Kong, Luping Zhou. cvpr 2023: 19585-19595 [doi]

Guest Editorial: Special Issue on Machine Learning and Signal ProcessingQian Yu, Liang Zheng, Lu Sheng, Dong Xu 0001. vlsisp, 95(1):1-2, January 2023. [doi]

Salient Object Detection via Integrity LearningMingchen Zhuge, Deng-Ping Fan, Nian Liu, Dingwen Zhang, Dong Xu 0001, Ling Shao 0001. pami, 45(3):3738-3752, March 2023. [doi]

2022

Exploiting Intra-Slice and Inter-Slice Redundancy for Learning-Based Lossless Volumetric Image CompressionZhenghao Chen, Shuhang Gu, Guo Lu, Dong Xu 0001. TIP, 31:1697-1707, 2022. [doi]

SketchSampler: Sketch-Based 3D Reconstruction via View-Dependent Depth SamplingChenjian Gao, Qian Yu, Lu Sheng, Yi-Zhe Song, Dong Xu 0001. eccv 2022: 464-479 [doi]

JointPruning: Pruning Networks Along Multiple Dimensions for Efficient Point Cloud ProcessingJinyang Guo, Jiaheng Liu, Dong Xu 0001. tcsv, 32(6):3659-3672, 2022. [doi]

3D-Pruning: A Model Compression Framework for Efficient 3D Action RecognitionJinyang Guo, Jiaheng Liu, Dong Xu 0001. tcsv, 32(12):8717-8729, 2022. [doi]

P-CNN: Part-Based Convolutional Neural Networks for Fine-Grained Visual CategorizationJunwei Han, Xiwen Yao, Gong Cheng 0003, Xiaoxu Feng, Dong Xu 0001. pami, 44(2):579-590, 2022. [doi]

Coarse-To-Fine Deep Video Coding with Hyperprior-Guided Mode PredictionZhihao Hu, Guo Lu, Jinyang Guo, Shan Liu, Wei Jiang, Dong Xu 0001. cvpr 2022: 5911-5920 [doi]

Structure Guided Deep Neural Network for Unsupervised Active LearningChangsheng Li, Handong Ma, Ye Yuan 0001, Guoren Wang, Dong Xu 0001. TIP, 31:2767-2781, 2022. [doi]

APSNet: Toward Adaptive Point Sampling for Efficient 3D Action RecognitionJiaheng Liu, Jinyang Guo, Dong Xu 0001. TIP, 31:5287-5302, 2022. [doi]

Content Adaptive Latents and Decoder for Neural Image CompressionGuanbo Pan, Guo Lu, Zhihao Hu, Dong Xu 0001. eccv 2022: 556-573 [doi]

Human-Centric Spatio-Temporal Video Grounding With Visual TransformersZongheng Tang, Yue Liao, Si Liu 0001, Guanbin Li, Xiaojie Jin, Hongxu Jiang, Qian Yu, Dong Xu 0001. tcsv, 32(12):8238-8249, 2022. [doi]

VDM-DA: Virtual Domain Modeling for Source Data-Free Domain AdaptationJiayi Tian, Jing Zhang 0017, Wen Li 0001, Dong Xu 0001. tcsv, 32(6):3749-3760, 2022. [doi]

VPU: A Video-Based Point Cloud Upsampling FrameworkKaisiyuan Wang, Lu Sheng, Shuhang Gu, Dong Xu 0001. TIP, 31:4062-4075, 2022. [doi]

Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear TransformationZiming Wang, Xiaoliang Huo, Zhenghao Chen, Jing Zhang 0017, Lu Sheng, Dong Xu 0001. eccv 2022: 175-191 [doi]

2021

Guest Editorial: Special Issue on Deep Learning for Video Analysis and CompressionDong Xu 0001, Rama Chellappa, Luc Van Gool, Guo Lu. ijcv, 129(12):3171-3173, 2021. [doi]

Back-Tracing Representative Points for Voting-Based 3D Object Detection in Point CloudsBowen Cheng, Lu Sheng, Shaoshuai Shi, Ming Yang, Dong Xu 0001. cvpr 2021: 8963-8972 [doi]

Model Compression Using Progressive Channel PruningJinyang Guo, Weichen Zhang, Wanli Ouyang, Dong Xu 0001. tcsv, 31(3):1114-1124, 2021. [doi]

Weakly-Supervised Learning of Category-Specific 3D Object ShapesJunwei Han, Yang Yang, Dingwen Zhang, Dong Huang, Dong Xu 0001, Fernando De la Torre. pami, 43(4):1423-1437, 2021. [doi]

FVC: A New Framework Towards Deep Video Compression in Feature SpaceZhihao Hu, Guo Lu, Dong Xu 0001. cvpr 2021: 1502-1511 [doi]

Deep Unsupervised Active Learning via Matrix SketchingChangsheng Li, Rongqing Li, Ye Yuan 0001, Guoren Wang, Dong Xu 0001. TIP, 30:9280-9293, 2021. [doi]

GeometryMotion-Net: A Strong Two-Stream Baseline for 3D Action RecognitionJiaheng Liu, Dong Xu 0001. tcsv, 31(12):4711-4721, 2021. [doi]

Block Proposal Neural Architecture SearchJiaheng Liu, Shunfeng Zhou, Yichao Wu, Ken Chen, Wanli Ouyang, Dong Xu 0001. TIP, 30:15-25, 2021. [doi]

Inception Convolution With Efficient Dilation SearchJie Liu, Chuming Li, Feng Liang, Chen Lin 0003, Ming Sun, Junjie Yan, Wanli Ouyang, Dong Xu 0001. cvpr 2021: 11486-11495 [doi]

An End-to-End Learning Framework for Video CompressionGuo Lu, Xiaoyun Zhang, Wanli Ouyang, Li Chen 0021, Zhiyong Gao, Dong Xu 0001. pami, 43(10):3292-3308, 2021. [doi]

VoxelContext-Net: An Octree Based Framework for Point Cloud CompressionZizheng Que, Guo Lu, Dong Xu 0001. cvpr 2021: 6042-6051 [doi]

STVGBert: A Visual-linguistic Transformer based Framework for Spatio-temporal Video GroundingRui Su, Qian Yu, Dong Xu 0001. iccv 2021: 1513-1522 [doi]

Progressive Cross-Stream Cooperation in Spatial and Temporal Domain for Action LocalizationRui Su, Dong Xu 0001, Luping Zhou, Wanli Ouyang. pami, 43(12):4477-4490, 2021. [doi]

PCG-TAL: Progressive Cross-Granularity Cooperation for Temporal Action LocalizationRui Su, Dong Xu 0001, Lu Sheng, Wanli Ouyang. TIP, 30:2103-2113, 2021. [doi]

Improving Weakly Supervised Temporal Action Localization by Exploiting Multi-Resolution Information in Temporal DomainRui Su, Dong Xu 0001, Luping Zhou, Wanli Ouyang. TIP, 30:6659-6672, 2021. [doi]

Sequential Point Cloud Upsampling by Exploiting Multi-Scale Temporal DependencyKaisiyuan Wang, Lu Sheng, Shuhang Gu, Dong Xu 0001. tcsv, 31(12):4686-4696, 2021. [doi]

Cross-Dataset Point Cloud Recognition Using Deep-Shallow Domain Adaptation NetworkFeiyu Wang, Wen Li 0001, Dong Xu 0001. TIP, 30:7364-7377, 2021. [doi]

StyleFormer: Real-time Arbitrary Style Transfer via Parametric Style CompositionXiaolei Wu, Zhihao Hu, Lu Sheng, Dong Xu 0001. iccv 2021: 14598-14607 [doi]

IncreACO: Incrementally Learned Automatic Check-out with Photorealistic Exemplar AugmentationYandan Yang, Lu Sheng, Xiaolong Jiang, Haochen Wang, Dong Xu 0001, Xianbin Cao 0001. wacv 2021: 626-634 [doi]

SRDAN: Scale-Aware and Range-Aware Domain Adaptation Network for Cross-Dataset 3D Object DetectionWeichen Zhang, Wen Li 0001, Dong Xu 0001. cvpr 2021: 6769-6779 [doi]

Dense Video Captioning Using Graph-Based Sentence SummarizationZhiwang Zhang, Dong Xu 0001, Wanli Ouyang, Luping Zhou. tmm, 23:1799-1810, 2021. [doi]

Progressive Modality Cooperation for Multi-Modality Domain AdaptationWeichen Zhang, Dong Xu 0001, Jing Zhang, Wanli Ouyang. TIP, 30:3293-3306, 2021. [doi]

Self-Paced Collaborative and Adversarial Network for Unsupervised Domain AdaptationWeichen Zhang, Dong Xu 0001, Wanli Ouyang, Wen Li. pami, 43(6):2047-2061, 2021. [doi]

3DVG-Transformer: Relation Modeling for Visual Grounding on Point CloudsLichen Zhao, Daigang Cai, Lu Sheng, Dong Xu 0001. iccv 2021: 2908-2917 [doi]

Transformer3D-Det: Improving 3D Object Detection by Vote RefinementLichen Zhao, Jinyang Guo, Dong Xu 0001, Lu Sheng. tcsv, 31(12):4735-4746, 2021. [doi]

2020

Learned image and video compression with deep neural networksDong Xu 0001, Guo Lu, Ren Yang, Radu Timofte. vcip 2020: 1-3 [doi]

Channel Pruning Guided by Classification Loss and Feature ImportanceJinyang Guo, Wanli Ouyang, Dong Xu 0001. AAAI 2020: 10885-10892 [doi]

Multi-Dimensional Pruning: A Unified Framework for Model CompressionJinyang Guo, Wanli Ouyang, Dong Xu 0001. cvpr 2020: 1505-1514 [doi]

Large Margin Nearest Neighbor Classification With Privileged Information for Biometric ApplicationsJingwen He, Dong Xu 0001. tcsv, 30(12):4567-4577, 2020. [doi]

Improving Deep Video Compression by Resolution-Adaptive Flow CodingZhihao Hu, Zhenghao Chen, Dong Xu 0001, Guo Lu, Wanli Ouyang, Shuhang Gu. eccv 2020: 193-209 [doi]

Content Adaptive and Error Propagation Aware Deep Video CompressionGuo Lu, Chunlei Cai, Xiaoyun Zhang, Li Chen 0021, Wanli Ouyang, Dong Xu 0001, Zhiyong Gao. eccv 2020: 456-472 [doi]

Deep Non-Local Kalman Network for Video Compression Artifact ReductionGuo Lu, Xiaoyun Zhang, Wanli Ouyang, Dong Xu 0001, Li Chen 0021, Zhiyong Gao. TIP, 29:1725-1737, 2020. [doi]

Show, Tell and Summarize: Dense Video Captioning Using Visual Cue Aided Sentence SummarizationZhiwang Zhang, Dong Xu 0001, Wanli Ouyang, Chuanqi Tan. tcsv, 30(9):3130-3139, 2020. [doi]

Generalized Latent Multi-View Subspace ClusteringChangqing Zhang, Huazhu Fu, Qinghua Hu, Xiaochun Cao, Yuan Xie 0006, Dacheng Tao, Dong Xu 0001. pami, 42(1):86-99, 2020. [doi]

SPFTN: A Joint Learning Framework for Localizing and Segmenting Objects in Weakly Labeled VideosDingwen Zhang, Junwei Han, Le Yang, Dong Xu 0001. pami, 42(2):475-489, 2020. [doi]

Synthesizing Supervision for Learning Deep Saliency Network without Human AnnotationDingwen Zhang, Junwei Han, Yu Zhang, Dong Xu 0001. pami, 42(7):1755-1769, 2020. [doi]

2019

2018

2006

Columbia University TRECVID-2006 Video Search and High-Level Feature ExtractionShih-Fu Chang, Winston H. Hsu, Wei Jiang 0001, Lyndon S. Kennedy, Dong Xu 0001, Akira Yanagawa, Eric Zavesky. trecvid 2006: [doi]

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