Chunhua Shen - researchr alias

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Viewing Publication 1 - 100 from 446

2025

2024

On the Trajectory Regularity of ODE-based Diffusion SamplingDefang Chen 0001, Zhenyu Zhou, Can Wang 0001, Chunhua Shen, Siwei Lyu. icml 2024: [doi]

Scaling Up Multi-domain Semantic Segmentation with Sentence EmbeddingsWei Yin 0006, Yifan Liu 0001, Chunhua Shen, Baichuan Sun, Anton van den Hengel. ijcv, 132(9):4036-4051, September 2024. [doi]

LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-TuningMingyang Zhang 0007, Hao Chen 0041, Chunhua Shen, Zhen Yang 0009, Linlin Ou, Xinyi Yu, Bohan Zhuang. acl 2014: 3013-3026 [doi]

SegViT v2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision TransformersBowen Zhang 0009, Liyang Liu, Minh-Hieu Phan, Zhi Tian, Chunhua Shen, Yifan Liu 0001. ijcv, 132(4):1126-1147, April 2024. [doi]

Object-Aware Inversion and Reassembly for Image EditingZhen Yang 0009, Ganggui Ding, Wen Wang, Hao Chen 0041, Bohan Zhuang, Chunhua Shen. iclr 2024: [doi]

Floating Anchor Diffusion Model for Multi-motif ScaffoldingKe Li 0015, Weian Mao, Shuaike Shen, Xiaoran Jiao, Zheng Sun, Hao Cheng 0012, Chunhua Shen. icml 2024: [doi]

FreeCompose: Generic Zero-Shot Image Composition with Diffusion PriorZhekai Chen, Wen Wang, Zhen Yang 0009, Zeqing Yuan, Hao Chen 0041, Chunhua Shen. eccv 2025: 70-87 [doi]

VisionLLaMA: A Unified LLaMA Backbone for Vision TasksXiangxiang Chu, Jianlin Su, Bo Zhang 0046, Chunhua Shen. eccv 2025: 1-18 [doi]

FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept CompositionGanggui Ding, Canyu Zhao, Wen Wang, Zhen Yang 0009, Zide Liu, Hao Chen 0041, Chunhua Shen. cvpr 2024: 9089-9098 [doi]

DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataChengxiang Fan, Muzhi Zhu, Hao Chen 0041, Yang Liu, Weijia Wu, Huaqi Zhang, Chunhua Shen. cvpr 2024: 3986-3995 [doi]

Metric3D v2: A Versatile Monocular Geometric Foundation Model for Zero-Shot Metric Depth and Surface Normal EstimationMu Hu, Wei Yin 0006, Chi Zhang 0067, Zhipeng Cai, Xiaoxiao Long, Hao Chen 0041, Kaixuan Wang, Gang Yu 0002, Chunhua Shen, Shaojie Shen. pami, 46(12):10579-10596, December 2024. [doi]

Traffic Scene Parsing Through the TSP6K DatasetPeng-Tao Jiang, Yuqi Yang, Yang Cao 0017, Qibin Hou, Ming-Ming Cheng, Chunhua Shen. cvpr 2024: 21874-21885 [doi]

Retrieval-Augmented Primitive Representations for Compositional Zero-Shot LearningChenchen Jing, Yukun Li, Hao Chen, Chunhua Shen. AAAI 2024: 2652-2660 [doi]

Self-Supervised 3D Scene Flow Estimation and Motion Prediction Using Local Rigidity PriorRuibo Li, Chi Zhang 0007, Zhe Wang 0006, Chunhua Shen, Guosheng Lin. pami, 46(12):8106-8122, December 2024. [doi]

Target Before Shooting: Accurate Anomaly Detection and Localization Under One Millisecond via Cascade Patch RetrievalHanxi Li, Jianfei Hu, Bo Li 0090, Hao Chen 0041, Yongbin Zheng, Chunhua Shen. TIP, 33:5606-5621, 2024. [doi]

Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue DataYanda Li, Chi Zhang, Gang Yu, Wanqi Yang, Zhibin Wang, Bin Fu, Guosheng Lin, Chunhua Shen, Ling Chen 0006, Yunchao Wei. acl 2014: 14512-14531 [doi]

A Simple Image Segmentation Framework via In-Context ExamplesYang Liu, Chenchen Jing, Hengtao Li, Muzhi Zhu, Hao Chen 0041, Xinlong Wang, Chunhua Shen. nips 2024: [doi]

Matcher: Segment Anything with One Shot Using All-Purpose Feature MatchingYang Liu, Muzhi Zhu, Hengtao Li, Hao Chen 0041, Xinlong Wang, Chunhua Shen. iclr 2024: [doi]

De novo Protein Design Using Geometric Vector Field NetworksWeian Mao, Muzhi Zhu, Zheng Sun, Shuaike Shen, Lin Yuanbo Wu, Hao Chen 0041, Chunhua Shen. iclr 2024: [doi]

SC-DepthV3: Robust Self-Supervised Monocular Depth Estimation for Dynamic ScenesLibo Sun, Jia-Wang Bian, Huangying Zhan, Wei Yin 0006, Ian D. Reid 0001, Chunhua Shen. pami, 46(1):497-508, January 2024. [doi]

PointAttN: You Only Need Attention for Point Cloud CompletionJun Wang, Ying Cui, Dongyan Guo, Junxia Li, Qingshan Liu 0001, Chunhua Shen. AAAI 2024: 5472-5480 [doi]

End-to-End Video Text Spotting with TransformerWeijia Wu, Yuanqiang Cai, Chunhua Shen, Debing Zhang, Ying Fu 0001, Hong Zhou, Ping Luo 0002. ijcv, 132(9):4019-4035, September 2024. [doi]

Towards Robust Monocular Depth Estimation: A New Baseline and BenchmarkKe Xian, Zhiguo Cao 0001, Chunhua Shen, Guosheng Lin. ijcv, 132(7):2401-2419, July 2024. [doi]

Generative Active Learning for Long-tailed Instance SegmentationMuzhi Zhu, Chengxiang Fan, Hao Chen 0041, Yang Liu, Weian Mao, Xiaogang Xu, Chunhua Shen. icml 2024: [doi]

Unleashing the Potential of the Diffusion Model in Few-shot Semantic SegmentationMuzhi Zhu, Yang Liu, Zekai Luo, Chenchen Jing, Hao Chen 0041, Guangkai Xu, Xinlong Wang, Chunhua Shen. nips 2024: [doi]

2023

Dynamic Convolution for 3D Point Cloud Instance SegmentationTong He 0001, Chunhua Shen, Anton van den Hengel. pami, 45(5):5697-5711, May 2023. [doi]

Structured Knowledge Distillation for Dense PredictionYifan Liu 0001, Changyong Shu, Jingdong Wang 0001, Chunhua Shen. pami, 45(6):7035-7049, June 2023. [doi]

SPL-Net: Spatial-Semantic Patch Learning Network for Facial Attribute Recognition with Limited Labeled DataYan Yan 0001, Ying Shu, Si Chen 0002, Jing-Hao Xue, Chunhua Shen, Hanzi Wang. ijcv, 131(8):2097-2121, August 2023. [doi]

Towards Accurate Reconstruction of 3D Scene Shape From A Single Monocular ImageWei Yin 0006, Jianming Zhang 0001, Oliver Wang, Simon Niklaus, Simon Chen, Yifan Liu 0001, Chunhua Shen. pami, 45(5):6480-6494, May 2023. [doi]

Metric3D: Towards Zero-shot Metric 3D Prediction from A Single ImageWei Yin 0006, Chi Zhang 0007, Hao Chen 0041, Zhipeng Cai, Gang Yu, Kaixuan Wang, Xiaozhi Chen, Chunhua Shen. iccv 2023: 9009-9019 [doi]

DeepEMD: Differentiable Earth Mover's Distance for Few-Shot LearningChi Zhang 0007, Yujun Cai, Guosheng Lin, Chunhua Shen. pami, 45(5):5632-5648, May 2023. [doi]

Single-Path Bit Sharing for Automatic Loss-Aware Model CompressionJing Liu 0048, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai 0001, Mingkui Tan. pami, 45(10):12459-12473, October 2023. [doi]

Conditional Positional Encodings for Vision TransformersXiangxiang Chu, Zhi Tian, Bo Zhang 0046, Xinlong Wang, Chunhua Shen. iclr 2023: [doi]

Point-Teaching: Weakly Semi-supervised Object Detection with Point AnnotationsYongtao Ge, Qiang Zhou, Xinlong Wang, Chunhua Shen, Zhibin Wang, Hao Li 0030. AAAI 2023: 667-675 [doi]

Super Vision TransformerMingbao Lin, Mengzhao Chen, Yuxin Zhang 0002, Chunhua Shen, Rongrong Ji, Liujuan Cao. ijcv, 131(12):3136-3151, December 2023. [doi]

SPTS v2: Single-Point Scene Text SpottingYuliang Liu, Jiaxin Zhang 0003, Dezhi Peng, Mingxin Huang, Xinyu Wang 0010, Jingqun Tang, Can Huang, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin. pami, 45(12):15665-15679, December 2023. [doi]

Deep Weakly-supervised Anomaly DetectionGuansong Pang, Chunhua Shen, Huidong Jin 0001, Anton van den Hengel. kdd 2023: 1795-1807 [doi]

FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical LearningYulei Qin, Xingyu Chen, Chao Chen, Yunhang Shen, Bo Ren 0002, Yun Gu, Jie Yang 0002, Chunhua Shen. AAAI 2023: 2101-2109 [doi]

Instance and Panoptic Segmentation Using Conditional ConvolutionsZhi Tian, Bowen Zhang 0009, Hao Chen 0041, Chunhua Shen. pami, 45(1):669-680, 2023. [doi]

Zolly: Zoom Focal Length Correctly for Perspective-Distorted Human Mesh ReconstructionWenjia Wang, Yongtao Ge, Haiyi Mei, Zhongang Cai, Qingping Sun, Yanjun Wang, Chunhua Shen, Lei Yang, Taku Komura. iccv 2023: 3902-3912 [doi]

DenseCL: A simple framework for self-supervised dense visual pre-trainingXinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong. vi, 7(1):30-40, March 2023. [doi]

SegGPT: Towards Segmenting Everything In ContextXinlong Wang, Xiaosong Zhang, Yue Cao, Wen Wang, Chunhua Shen, Tiejun Huang 0003. iccv 2023: 1130-1140 [doi]

Images Speak in Images: A Generalist Painter for In-Context Visual LearningXinlong Wang, Wen Wang, Yue Cao, Chunhua Shen, Tiejun Huang 0003. cvpr 2023: 6830-6839 [doi]

Learning Conditional Attributes for Compositional Zero-Shot LearningQingSheng Wang, Lingqiao Liu, Chenchen Jing, Hao Chen, Guoqiang Liang, Peng Wang, Chunhua Shen. cvpr 2023: 11197-11206 [doi]

DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion ModelsWeijia Wu, YuZhong Zhao, Mike Zheng Shou, Hong Zhou, Chunhua Shen. iccv 2023: 1206-1217 [doi]

DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion ModelsWeijia Wu, YuZhong Zhao, Hao Chen, Yuchao Gu, Rui Zhao, Yefei He, Hong Zhou, Mike Zheng Shou, Chunhua Shen. nips 2023: [doi]

A Dynamic Feature Interaction Framework for Multi-task Visual PerceptionYuling Xi, Hao Chen 0041, Ning Wang, Peng Wang 0015, Yanning Zhang, Chunhua Shen, Yifan Liu. ijcv, 131(11):2977-2993, 2023. [doi]

Learning From Partially Labeled Data for Multi-Organ and Tumor SegmentationYutong Xie, Jianpeng Zhang, Yong Xia 0001, Chunhua Shen. pami, 45(12):14905-14919, December 2023. [doi]

From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object CountingHaipeng Xiong, Hao Lu 0003, Chengxin Liu, Liang Liu, Chunhua Shen, Zhiguo Cao 0001. ijcv, 131(7):1722-1740, July 2023. [doi]

FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth ModelsGuangkai Xu, Wei Yin, Hao Chen, Chunhua Shen, Kai Cheng, Feng Zhao. iccv 2023: 9276-9286 [doi]

CTVIS: Consistent Training for Online Video Instance SegmentationKaining Ying, Qing Zhong, Weian Mao, Zhenhua Wang, Hao Chen, Lin Yuanbo Wu, Yifan Liu, Chengxiang Fan, Yunzhi Zhuge, Chunhua Shen. iccv 2023: 899-908 [doi]

Robust Geometry-Preserving Depth Estimation Using Differentiable RenderingChi Zhang, Wei Yin, Gang Yu, Zhibin Wang, Tao Chen, Bin Fu, Joey Tianyi Zhou, Chunhua Shen. iccv 2023: 8917-8927 [doi]

Generative Prompt Model for Weakly Supervised Object LocalizationYuZhong Zhao, Qixiang Ye, Weijia Wu, Chunhua Shen, Fang Wan. iccv 2023: 6328-6338 [doi]

SegPrompt: Boosting Open-world Segmentation via Category-level Prompt LearningMuzhi Zhu, Hengtao Li, Hao Chen, Chengxiang Fan, Weian Mao, Chenchen Jing, Yifan Liu, Chunhua Shen. iccv 2023: 999-1008 [doi]

A Survey on Efficient Training of TransformersBohan Zhuang, Jing Liu, Zizheng Pan, Haoyu He, Yuetian Weng, Chunhua Shen. IJCAI 2023: 6823-6831 [doi]

2022

Guest Editorial Introduction to the Special Section on Video and LanguageTao Mei 0001, Jason J. Corso, Gunhee Kim, Jiebo Luo, Chunhua Shen, Hanwang Zhang. tcsv, 32(1):1-4, 2022. [doi]

Index NetworksHao Lu 0003, Yutong Dai, Chunhua Shen, Songcen Xu. pami, 44(1):242-255, 2022. [doi]

Virtual Normal: Enforcing Geometric Constraints for Accurate and Robust Depth PredictionWei Yin 0006, Yifan Liu 0001, Chunhua Shen. pami, 44(10):7282-7295, 2022. [doi]

SegViT: Semantic Segmentation with Plain Vision TransformersBowen Zhang 0009, Zhi Tian, Quan Tang 0001, Xiangxiang Chu, Xiaolin Wei, Chunhua Shen, Yifan Liu 0001. nips 2022: [doi]

Towards End-to-End Text Spotting in Natural ScenesPeng Wang 0015, Hui Li 0031, Chunhua Shen. pami, 44(10):7266-7281, 2022. [doi]

Part-Guided Attention Learning for Vehicle Instance RetrievalXinyu Zhang 0015, Rufeng Zhang, Jiewei Cao, Dong Gong, Mingyu You, Chunhua Shen. tits, 23(4):3048-3060, 2022. [doi]

DENSE: Data-Free One-Shot Federated LearningJie Zhang 0081, Chen Chen, Bo Li 0115, Lingjuan Lyu, Shuang Wu 0001, Shouhong Ding, Chunhua Shen, Chao Wu 0001. nips 2022: [doi]

Auto-Rectify Network for Unsupervised Indoor Depth EstimationJia-Wang Bian, Huangying Zhan, Naiyan Wang, Tat-Jun Chin, Chunhua Shen, Ian D. Reid 0001. pami, 44(12):9802-9813, 2022. [doi]

Arbitrarily shaped scene text detection with dynamic convolutionYing Cai, Yuliang Liu, Chunhua Shen, Lianwen Jin, Yidong Li, Daji Ergu. PR, 127:108608, 2022. [doi]

Improving Generative Adversarial Networks With Local Coordinate CodingJiezhang Cao, Yong Guo, Qingyao Wu, Chunhua Shen, JunZhou Huang, Mingkui Tan. pami, 44(1):211-227, 2022. [doi]

Efficient Decoder-Free Object Detection with TransformersPeixian Chen, Mengdan Zhang, Yunhang Shen, Kekai Sheng, Yuting Gao, Xing Sun, Ke Li, Chunhua Shen. eccv 2022: 70-86 [doi]

TSGB: Target-Selective Gradient Backprop for Probing CNN Visual SaliencyLin Cheng, Pengfei Fang, Yanjie Liang, Liao Zhang, Chunhua Shen, Hanzi Wang. TIP, 31:2529-2540, 2022. [doi]

Joint Classification and Regression for Visual Tracking with Fully Convolutional Siamese NetworksYing Cui, Dongyan Guo, Yanyan Shao, Zhenhua Wang 0003, Chunhua Shen, Liyan Zhang, Shengyong Chen. ijcv, 130(2):550-566, 2022. [doi]

Boosting Robustness of Image Matting with Context Assembling and Strong Data AugmentationYutong Dai, Brian Price, He Zhang, Chunhua Shen. cvpr 2022: 11697-11706 [doi]

Catching Both Gray and Black Swans: Open-set Supervised Anomaly DetectionChoubo Ding, Guansong Pang, Chunhua Shen. cvpr 2022: 7378-7388 [doi]

DisCo: Remedying Self-supervised Learning on Lightweight Models with Distilled Contrastive LearningYuting Gao, Jia-Xin Zhuang, Shaohui Lin, Hao Cheng, Xing Sun, Ke Li, Chunhua Shen. eccv 2022: 237-253 [doi]

PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model PretrainingYuting Gao, Jinfeng Liu, Zihan Xu, Jun Zhang, Ke Li 0015, Rongrong Ji, Chunhua Shen. nips 2022: [doi]

PointInst3D: Segmenting 3D Instances by PointsTong He, Wei Yin 0006, Chunhua Shen, Anton van den Hengel. eccv 2022: 286-302 [doi]

Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face RecognitionShuai Jia, Bangjie Yin, Taiping Yao, Shouhong Ding, Chunhua Shen, Xiaokang Yang, Chao Ma 0004. nips 2022: [doi]

RigidFlow: Self-Supervised Scene Flow Learning on Point Clouds by Local Rigidity PriorRuibo Li, Chi Zhang, Guosheng Lin, Zhe Wang, Chunhua Shen. cvpr 2022: 16938-16947 [doi]

Multi-dataset Training of Transformers for Robust Action RecognitionJunwei Liang, Enwei Zhang, Jun Zhang, Chunhua Shen. nips 2022: [doi]

Text-Adaptive Multiple Visual Prototype Matching for Video-Text RetrievalChengzhi Lin, Ancong Wu, Junwei Liang 0006, Jun Zhang, Wenhang Ge, Wei-Shi Zheng 0001, Chunhua Shen. nips 2022: [doi]

NSSNet: Scale-Aware Object Counting With Non-Scale SuppressionLiang Liu, Zhiguo Cao 0001, Hao Lu 0003, Haipeng Xiong, Chunhua Shen. tits, 23(4):3103-3114, 2022. [doi]

Retrieval Augmented Classification for Long-Tail Visual RecognitionAlexander Long, Wei Yin 0006, Thalaiyasingam Ajanthan, Vu Nguyen, Pulak Purkait, Ravi Garg, Alan Blair, Chunhua Shen, Anton van den Hengel. cvpr 2022: 6949-6959 [doi]

Poseur: Direct Human Pose Regression with TransformersWeian Mao, Yongtao Ge, Chunhua Shen, Zhi Tian, Xinlong Wang, Zhibin Wang, Anton van den Hengel. eccv 2022: 72-88 [doi]

Editorial Deep Learning for Anomaly DetectionGuansong Pang, Charu Aggarwal 0001, Chunhua Shen, Nicu Sebe. tnn, 33(6):2282-2286, 2022. [doi]

SPTS: Single-Point Text SpottingDezhi Peng, Xinyu Wang 0010, Yuliang Liu, Jiaxin Zhang 0003, Mingxin Huang, Songxuan Lai, Jing Li, Shenggao Zhu, Dahua Lin, Chunhua Shen, Xiang Bai, Lianwen Jin. mm 2022: 4272-4281 [doi]

Improving Monocular Visual Odometry Using Learned DepthLibo Sun, Wei Yin 0006, Enze Xie, Zhengrong Li, Changming Sun, Chunhua Shen. trob, 38(5):3173-3186, 2022. [doi]

Fully Convolutional One-Stage 3D Object Detection on LiDAR Range ImagesZhi Tian, Xiangxiang Chu, Xiaoming Wang, Xiaolin Wei, Chunhua Shen. nips 2022: [doi]

FCOS: A Simple and Strong Anchor-Free Object DetectorZhi Tian, Chunhua Shen, Hao Chen 0041, Tong He. pami, 44(4):1922-1933, 2022. [doi]

FreeSOLO: Learning to Segment Objects without AnnotationsXinlong Wang, Zhiding Yu, Shalini De Mello, Jan Kautz, Anima Anandkumar, Chunhua Shen, Jose M. Alvarez. cvpr 2022: 14156-14166 [doi]

SOLO: A Simple Framework for Instance SegmentationXinlong Wang, Rufeng Zhang, Chunhua Shen, Tao Kong, Lei Li 0005. pami, 44(11):8587-8601, 2022. [doi]

PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped TextWenhai Wang, Enze Xie, Xiang Li 0041, Xuebo Liu 0001, Ding Liang, Zhibo Yang, Tong Lu, Chunhua Shen. pami, 44(9):5349-5367, 2022. [doi]

Effective Eyebrow Matting with Domain AdaptationLuyuan Wang, Hanyuan Zhang, Qinjie Xiao, Hao Xu, Chunhua Shen, Xiaogang Jin 0001. cgf, 41(7):347-358, October 2022. [doi]

Intra- and Inter-Pair Consistency for Semi-Supervised Gland SegmentationYutong Xie, Jianpeng Zhang, Zhibin Liao, Johan Verjans, Chunhua Shen, Yong Xia. TIP, 31:894-905, 2022. [doi]

Dual-Attention-Guided Network for Ghost-Free High Dynamic Range ImagingQingsen Yan, Dong Gong, Qinfeng (Javen) Shi, Anton van den Hengel, Chunhua Shen, Ian D. Reid 0001, Yanning Zhang. ijcv, 130(1):76-94, 2022. [doi]

TopFormer: Token Pyramid Transformer for Mobile Semantic SegmentationWenqiang Zhang, Zilong Huang, Guozhong Luo, Tao Chen, Xinggang Wang, Wenyu Liu 0001, Gang Yu, Chunhua Shen. cvpr 2022: 12073-12083 [doi]

Memory-Efficient Hierarchical Neural Architecture Search for Image RestorationHaokui Zhang, Ying Li 0017, Hao Chen 0041, Chengrong Gong, Zongwen Bai, Chunhua Shen. ijcv, 130(1):157-178, 2022. [doi]

Hierarchical Normalization for Robust Monocular Depth EstimationChi Zhang, Wei Yin, Billzb Wang, Gang Yu, Bin Fu, Chunhua Shen. nips 2022: [doi]

Learning discriminative region representation for person retrievalYang Zhao, Xiaohan Yu, Yongsheng Gao, Chunhua Shen. PR, 121:108229, 2022. [doi]

Plenty is Plague: Fine-Grained Learning for Visual Question AnsweringYiyi Zhou, Rongrong Ji, Xiaoshuai Sun, Jinsong Su, Deyu Meng, Yue Gao 0002, Chunhua Shen. pami, 44(2):697-709, 2022. [doi]

Effective Training of Convolutional Neural Networks With Low-Bitwidth Weights and ActivationsBohan Zhuang, Mingkui Tan, Jing Liu, Lingqiao Liu, Ian Reid 0001, Chunhua Shen. pami, 44(10):6140-6152, 2022. [doi]

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