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2024

Learnable Central Similarity Quantization for Efficient Image and Video RetrievalLi Yuan 0007, Tao Wang 0053, Xiaopeng Zhang 0008, Francis Eng Hock Tay, Zequn Jie, Yonghong Tian 0001, Wei Liu 0005, Jiashi Feng. tnn, 35(12):18717-18730, December 2024. [doi]

GaussianObject: High-Quality 3D Object Reconstruction from Four Views with Gaussian SplattingChen Yang 0023, Sikuang Li, Jiemin Fang, Ruofan Liang, Lingxi Xie, Xiaopeng Zhang 0008, Wei Shen 0002, Qi Tian 0001. tog, 43(6), December 2024. [doi]

SDPT: Semantic-Aware Dimension-Pooling Transformer for Image SegmentationHu Cao, Guang Chen 0001, Hengshuang Zhao, Dongsheng Jiang, Xiaopeng Zhang 0008, Qi Tian 0001, Alois Knoll. tits, 25(11):15934-15946, November 2024. [doi]

Cascade-Zero123: One Image to Highly Consistent 3D with Self-prompted Nearby ViewsYabo Chen, Jiemin Fang, Yuyang Huang, Taoran Yi, Xiaopeng Zhang 0008, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. eccv 2025: 311-330 [doi]

AlignZeg: Mitigating Objective Misalignment for Zero-Shot Semantic SegmentationJiannan Ge, Lingxi Xie, Hongtao Xie, Pandeng Li, Xiaopeng Zhang 0008, Yong-Dong Zhang 0001, Qi Tian 0001. eccv 2025: 142-161 [doi]

DomainFusion: Generalizing to Unseen Domains with Latent Diffusion ModelsYuyang Huang, Yabo Chen, Yuchen Liu 0006, Xiaopeng Zhang 0008, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. eccv 2025: 480-498 [doi]

UMG-CLIP: A Unified Multi-granularity Vision Generalist for Open-World UnderstandingBowen Shi, Peisen Zhao, Zichen Wang, Yuhang Zhang, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian 0001, Xiaopeng Zhang 0008. eccv 2025: 259-277 [doi]

Hybrid Distillation: Connecting Masked Autoencoders with Contrastive LearnersBowen Shi, Xiaopeng Zhang 0008, Yaoming Wang, Jin Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian 0001. iclr 2024: [doi]

GaussianEditor: Editing 3D Gaussians Delicately with Text InstructionsJunjie Wang, Jiemin Fang, Xiaopeng Zhang 0008, Lingxi Xie, Qi Tian 0001. cvpr 2024: 20902-20911 [doi]

Bootstrap AutoEncoders With Contrastive Paradigm for Self-supervised Gaze EstimationYaoming Wang, Jin Li, Wenrui Dai, Bowen Shi, Xiaopeng Zhang 0008, Chenglin Li, Hongkai Xiong. icml 2024: [doi]

BarLeRIa: An Efficient Tuning Framework for Referring Image SegmentationYaoming Wang, Jin Li, Xiaopeng Zhang 0008, Bowen Shi, Chenglin Li, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. iclr 2024: [doi]

4D Gaussian Splatting for Real-Time Dynamic Scene RenderingGuanjun Wu, Taoran Yi, Jiemin Fang, Lingxi Xie, Xiaopeng Zhang 0008, Wei Wei 0006, Wenyu Liu 0001, Qi Tian 0001, Xinggang Wang. cvpr 2024: 20310-20320 [doi]

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language ModelsYuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen 0060, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang 0008, Qi Tian 0001. iclr 2024: [doi]

GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion ModelsTaoran Yi, Jiemin Fang, Junjie Wang, Guanjun Wu, Lingxi Xie, Xiaopeng Zhang 0008, Wenyu Liu 0001, Qi Tian 0001, Xinggang Wang. cvpr 2024: 6796-6807 [doi]

ControlVideo: Training-free Controllable Text-to-video GenerationYabo Zhang, Yuxiang Wei 0001, Dongsheng Jiang, Xiaopeng Zhang 0008, Wangmeng Zuo, Qi Tian 0001. iclr 2024: [doi]

2023

The KFIoU Loss for Rotated Object DetectionXue Yang 0005, Yue Zhou 0005, Gefan Zhang, Jirui Yang, Wentao Wang, Junchi Yan, Xiaopeng Zhang 0008, Qi Tian 0001. iclr 2023: [doi]

Prune Spatio-temporal Tokens by Semantic-aware Temporal AccumulationShuangrui Ding, Peisen Zhao, Xiaopeng Zhang 0008, Rui Qian, Hongkai Xiong, Qi Tian 0001. iccv 2023: 16899-16910 [doi]

Progressively Compressed Auto-Encoder for Self-supervised Representation LearningJin Li, Yaoming Wang, Xiaopeng Zhang 0008, Yabo Chen, Dongsheng Jiang, Wenrui Dai, Chenglin Li, Hongkai Xiong, Qi Tian 0001. iclr 2023: [doi]

GAIA-Universe: Everything is Super-NetifyJunran Peng, Qing Chang, Haoran Yin, Xingyuan Bu, Jiajun Sun, Lingxi Xie, Xiaopeng Zhang 0008, Qi Tian 0001, Zhaoxiang Zhang. pami, 45(10):11856-11868, October 2023. [doi]

Visual Recognition by RequestChufeng Tang, Lingxi Xie, Xiaopeng Zhang 0008, Xiaolin Hu 0001, Qi Tian 0001. cvpr 2023: 15265-15274 [doi]

Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation LearningHaohang Xu, Xiaopeng Zhang 0008, Hao Li, Lingxi Xie, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. pami, 45(3):3753-3767, March 2023. [doi]

Semi-Supervised Contrastive Learning With Similarity Co-CalibrationYuhang Zhang, Xiaopeng Zhang 0008, Jie Li 0002, Robert C. Qiu, Haohang Xu, Qi Tian 0001. tmm, 25:1749-1759, 2023. [doi]

2022

Swin-Unet: Unet-Like Pure Transformer for Medical Image SegmentationHu Cao, Yueyue Wang, Joy Chen, Dongsheng Jiang, Xiaopeng Zhang 0008, Qi Tian 0001, Manning Wang. eccv 2023: 205-218 [doi]

SdAE: Self-distillated Masked AutoencoderYabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang 0008, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. eccv 2022: 108-124 [doi]

Weakly Supervised Region-Level Contrastive Learning for Efficient Object DetectionYuang Deng, Yuhang Zhang, Wenrui Dai, Xiaopeng Zhang 0008, Hongkai Xiong. vcip 2022: 1-5 [doi]

Fast Dynamic Radiance Fields with Time-Aware Neural VoxelsJiemin Fang, Taoran Yi, Xinggang Wang, Lingxi Xie, Xiaopeng Zhang 0008, Wenyu Liu 0001, Matthias Nießner, Qi Tian 0001. siggrapha 2022: [doi]

MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger TokensJiemin Fang, Lingxi Xie, Xinggang Wang, Xiaopeng Zhang 0008, Wenyu Liu 0001, Qi Tian 0001. cvpr 2022: 12053-12062 [doi]

Heterogeneous Contrastive Learning: Encoding Spatial Information for Compact Visual RepresentationsXinyue Huo, Lingxi Xie, Longhui Wei, Xiaopeng Zhang 0008, Xin Chen, Hao Li, Zijie Yang, Wengang Zhou, Houqiang Li, Qi Tian 0001. tmm, 24:4224-4235, 2022. [doi]

TAPE: Task-Agnostic Prior Embedding for Image RestorationLin Liu, Lingxi Xie, Xiaopeng Zhang 0008, Shanxin Yuan, Xiangyu Chen, Wengang Zhou, Houqiang Li, Qi Tian 0001. eccv 2022: 447-464 [doi]

Answer Again: Improving VQA With Cascaded-Answering ModelLiang Peng, Yang Yang 0002, Xiaopeng Zhang 0008, Yanli Ji, Huimin Lu, Heng Tao Shen. tkde, 34(4):1644-1655, 2022. [doi]

A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context MiningBowen Shi, Dongsheng Jiang, Xiaopeng Zhang 0008, Han Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian 0001. eccv 2022: 624-639 [doi]

Active Pointly-Supervised Instance SegmentationChufeng Tang, Lingxi Xie, Gang Zhang, Xiaopeng Zhang 0008, Qi Tian 0001, Xiaolin Hu 0001. eccv 2022: 606-623 [doi]

Can Semantic Labels Assist Self-Supervised Visual Representation Learning?Longhui Wei, Lingxi Xie, Jianzhong He, Xiaopeng Zhang 0008, Qi Tian 0001. AAAI 2022: 2642-2650 [doi]

Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization GapLingxi Xie, Xin Chen 0033, Kaifeng Bi, Longhui Wei, Yuhui Xu, Lanfei Wang, Zhengsu Chen, An Xiao, Jianlong Chang, Xiaopeng Zhang 0008, Qi Tian 0001. ACM Comput. Surv., 54(9), 2022. [doi]

Bag of Instances Aggregation Boosts Self-supervised DistillationHaohang Xu, Jiemin Fang, Xiaopeng Zhang 0008, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian 0001. iclr 2022: [doi]

One-bit Active Query with Contrastive PairsYuhang Zhang, Xiaopeng Zhang 0008, Lingxi Xie, Jie Li, Robert C. Qiu, Hengtong Hu, Qi Tian 0001. cvpr 2022: 9687-9695 [doi]

2021

Center-wise Local Image Mixture For Contrastive Representation LearningHao Li, Xiaopeng Zhang 0008, Hongkai Xiong. bmvc 2021: 369 [doi]

Partially-Connected Neural Architecture Search for Reduced Computational RedundancyYuhui Xu, Lingxi Xie, Wenrui Dai, Xiaopeng Zhang 0008, Xin Chen 0033, Guo-Jun Qi, Hongkai Xiong, Qi Tian 0001. pami, 43(9):2953-2970, 2021. [doi]

2020

PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning NetworkXiaopeng Zhang 0008, Yang Yang 0002, Hongkai Xiong, Jiashi Feng. TIP, 29:2568-2582, 2020. [doi]

Attribute Mix: Semantic Data Augmentation for Fine Grained RecognitionHao Li, Xiaopeng Zhang 0008, Qi Tian 0001, Hongkai Xiong. vcip 2020: 243-246 [doi]

PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture SearchYuhui Xu, Lingxi Xie, Xiaopeng Zhang 0008, Xin Chen, Guo-Jun Qi, Qi Tian 0001, Hongkai Xiong. iclr 2020: [doi]

Central Similarity Quantization for Efficient Image and Video RetrievalLi Yuan, Tao Wang, Xiaopeng Zhang 0008, Francis E. H. Tay, Zequn Jie, Wei Liu, Jiashi Feng. cvpr 2020: 3080-3089 [doi]

Depth Estimation From Light Field Using Graph-Based Structure-Aware AnalysisYuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang 0008, Hongkai Xiong. tcsv, 30(11):4269-4283, 2020. [doi]

2019

Learning to Localize Objects with Noisy Labeled InstancesXiaopeng Zhang 0008, Yang Yang 0002, Jiashi Feng. AAAI 2019: 9219-9226 [doi]

Weak to Strong Detector Learning for Simultaneous Classification and LocalizationXiaopeng Zhang 0008, Hongkai Xiong, Weiyao Lin, Qi Tian 0001. tcsv, 29(2):418-432, 2019. [doi]

2018

Zigzag Learning for Weakly Supervised Object DetectionXiaopeng Zhang 0008, Jiashi Feng, Hongkai Xiong, Qi Tian 0001. cvpr 2018: 4262-4270 [doi]

ML-LocNet: Improving Object Localization with Multi-view Learning NetworkXiaopeng Zhang 0008, Yang Yang, Jiashi Feng. eccv 2018: 248-263 [doi]

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