Zicheng Liu 0001 - researchr alias

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2024

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth GenerationYuanhao Zhai 0001, Kevin Lin, Linjie Li, Chung-Ching Lin, Jianfeng Wang, Zhengyuan Yang, David S. Doermann, Junsong Yuan 0001, Zicheng Liu 0001, Lijuan Wang. eccv 2025: 134-152 [doi]

Bring Metric Functions into Diffusion ModelsJie An 0002, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Zicheng Liu 0001, Lijuan Wang, Jiebo Luo. IJCAI 2024: 578-586 [doi]

OpenLEAF: A Novel Benchmark for Open-Domain Interleaved Image-Text GenerationJie An 0002, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu 0001, Lijuan Wang, Jiebo Luo. mm 2024: 11137-11145 [doi]

Completing Visual Objects via Bridging Generation and SegmentationXiang Li 0106, Yinpeng Chen, Chung-Ching Lin, Hao Chen 0102, Kai Hu 0010, Rita Singh, Bhiksha Raj, Lijuan Wang, Zicheng Liu 0001. icml 2024: [doi]

Segment and Caption AnythingXiaoke Huang, Jianfeng Wang, Yansong Tang, Zheng Zhang 0022, Han Hu 0001, Jiwen Lu, Lijuan Wang, Zicheng Liu 0001. cvpr 2024: 13405-13417 [doi]

MPT: Mesh Pre-Training with Transformers for Human Pose and Mesh ReconstructionKevin Lin, Chung-Ching Lin, Lin Liang, Zicheng Liu 0001, Lijuan Wang. wacv 2024: 3403-3413 [doi]

Training Diffusion Models Towards Diverse Image Generation with Reinforcement LearningZichen Miao, Jiang Wang 0012, Ze Wang 0008, Zhengyuan Yang, Lijuan Wang, Qiang Qiu, Zicheng Liu 0001. cvpr 2024: 10844-10853 [doi]

ORES: Open-Vocabulary Responsible Visual SynthesisMinheng Ni, Chenfei Wu, Xiaodong Wang, Shengming Yin, Lijuan Wang, Zicheng Liu 0001, Nan Duan. AAAI 2024: 21473-21481 [doi]

StrokeNUWA - Tokenizing Strokes for Vector Graphic SynthesisZecheng Tang, Chenfei Wu, Zekai Zhang, Minheng Ni, Shengming Yin, Yu Liu, Zhengyuan Yang, Lijuan Wang, Zicheng Liu 0001, Juntao Li, Nan Duan. icml 2024: [doi]

Disco: Disentangled Control for Realistic Human Dance GenerationTan Wang, Linjie Li, Kevin Lin, Yuanhao Zhai 0001, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu 0001, Lijuan Wang. cvpr 2024: 9326-9336 [doi]

GRiT: A Generative Region-to-Text Transformer for Object UnderstandingJialian Wu, Jianfeng Wang, Zhengyuan Yang, Zhe Gan, Zicheng Liu 0001, Junsong Yuan 0001, Lijuan Wang. eccv 2025: 207-224 [doi]

Idea2Img: Iterative Self-refinement with GPT-4V for Automatic Image Design and GenerationZhengyuan Yang, Jianfeng Wang, Linjie Li, Kevin Lin, Chung-Ching Lin, Zicheng Liu 0001, Lijuan Wang. eccv 2025: 167-184 [doi]

MM-Vet: Evaluating Large Multimodal Models for Integrated CapabilitiesWeihao Yu, Zhengyuan Yang, Linjie Li, Jianfeng Wang, Kevin Lin, Zicheng Liu 0001, Xinchao Wang, Lijuan Wang. icml 2024: [doi]

MM-Narrator: Narrating Long-form Videos with Multimodal In-Context LearningChaoyi Zhang, Kevin Lin, Zhengyuan Yang, Jianfeng Wang, Linjie Li, Chung-Ching Lin, Zicheng Liu 0001, Lijuan Wang. cvpr 2024: 13647-13657 [doi]

2023

TransMOT: Spatial-Temporal Graph Transformer for Multiple Object TrackingPeng Chu, Jiang Wang, Quanzeng You, Haibin Ling, Zicheng Liu 0001. wacv 2023: 4859-4869 [doi]

An Empirical Study of End-to-End Video-Language Transformers with Masked Visual ModelingTsu-Jui Fu, Linjie Li, Zhe Gan, Kevin Lin, William Yang Wang, Lijuan Wang, Zicheng Liu 0001. cvpr 2023: 22898-22909 [doi]

MMPTRACK: Large-scale Densely Annotated Multi-camera Multiple People Tracking BenchmarkXiaotian Han, Quanzeng You, Chunyu Wang, Zhizheng Zhang 0004, Peng Chu, Houdong Hu, Jiang Wang, Zicheng Liu 0001. wacv 2023: 4849-4858 [doi]

Neural Voting Field for Camera-Space 3D Hand Pose EstimationLin Huang, Chung-Ching Lin, Kevin Lin, Lin Liang, Lijuan Wang, Junsong Yuan, Zicheng Liu 0001. cvpr 2023: 8969-8978 [doi]

Layer Grafted Pre-training: Bridging Contrastive Learning And Masked Image Modeling For Label-Efficient RepresentationsZiyu Jiang, Yinpeng Chen, Mengchen Liu, Dongdong Chen 0001, Xiyang Dai, Lu Yuan, Zicheng Liu 0001, Zhangyang Wang. iclr 2023: [doi]

Zero-Shot Human-Object Interaction (HOI) Classification by Bridging Generative and Contrastive Image-Language ModelsYing Jin, Yinpeng Chen, Jianfeng Wang, Lijuan Wang, Jenq-Neng Hwang, Zicheng Liu 0001. icip 2023: 1970-1974 [doi]

LAVENDER: Unifying Video-Language Understanding as Masked Language ModelingLinjie Li, Zhe Gan, Kevin Lin, Chung-Ching Lin, Zicheng Liu 0001, Ce Liu 0001, Lijuan Wang. cvpr 2023: 23119-23129 [doi]

PaintSeg: Painting Pixels for Training-free SegmentationXiang Li, Chung-Ching Lin, Yinpeng Chen, Zicheng Liu 0001, Jinglu Wang, Rita Singh, Bhiksha Raj. nips 2023: [doi]

Adaptive Human Matting for Dynamic VideosChung-Ching Lin, Jiang Wang, Kun Luo, Kevin Lin, Linjie Li, Lijuan Wang, Zicheng Liu 0001. cvpr 2023: 10229-10238 [doi]

Deep Frequency Filtering for Domain GeneralizationShiqi Lin, Zhizheng Zhang 0004, Zhipeng Huang 0014, Yan Lu, Cuiling Lan, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu 0001, Amey Parulkar, Viraj Navkal, Zhibo Chen 0001. cvpr 2023: 11797-11807 [doi]

Equivariant Similarity for Vision-Language Foundation ModelsTan Wang, Kevin Lin, Linjie Li, Chung-Ching Lin, Zhengyuan Yang, Hanwang Zhang, Zicheng Liu 0001, Lijuan Wang. iccv 2023: 11964-11974 [doi]

Binary Latent DiffusionZe Wang, Jiang Wang, Zicheng Liu 0001, Qiang Qiu. cvpr 2023: 22576-22585 [doi]

Energy-Inspired Self-Supervised Pretraining for Vision ModelsZe Wang, Jiang Wang, Zicheng Liu 0001, Qiang Qiu. iclr 2023: [doi]

Learning 3D Photography Videos via Self-supervised Diffusion on Single ImagesXiaodong Wang, Chenfei Wu, Shengming Yin, Minheng Ni, Jianfeng Wang, Linjie Li, Zhengyuan Yang, Fan Yang 0024, Lijuan Wang, Zicheng Liu 0001, Yuejian Fang, Nan Duan. IJCAI 2023: 1506-1514 [doi]

ReCo: Region-Controlled Text-to-Image GenerationZhengyuan Yang, Jianfeng Wang, Zhe Gan, Linjie Li, Kevin Lin, Chenfei Wu, Nan Duan, Zicheng Liu 0001, Ce Liu, Michael Zeng 0001, Lijuan Wang. cvpr 2023: 14246-14255 [doi]

NUWA-XL: Diffusion over Diffusion for eXtremely Long Video GenerationShengming Yin, Chenfei Wu, Huan Yang, Jianfeng Wang, Xiaodong Wang, Minheng Ni, Zhengyuan Yang, Linjie Li, Shuguang Liu, Fan Yang 0024, Jianlong Fu, Ming Gong, Lijuan Wang, Zicheng Liu 0001, Houqiang Li, Nan Duan. acl 2023: 1309-1320 [doi]

Co-Communication Graph Convolutional Network for Multi-View Crowd CountingQiang Zhai, Fan Yang 0054, Xin Li 0079, Guo-Sen Xie, Hong Cheng 0002, Zicheng Liu 0001. tmm, 25:5813-5825, 2023. [doi]

MGL: Mutual Graph Learning for Camouflaged Object DetectionQiang Zhai, Xin Li 0079, Fan Yang 0054, Zhicheng Jiao, Ping Luo 0002, Hong Cheng 0002, Zicheng Liu 0001. TIP, 32:1897-1910, 2023. [doi]

2022

Scaling Up Vision-Language Pretraining for Image CaptioningXiaowei Hu 0006, Zhe Gan, Jianfeng Wang, Zhengyuan Yang, Zicheng Liu 0001, Yumao Lu, Lijuan Wang. cvpr 2022: 17959-17968 [doi]

Lifelong Unsupervised Domain Adaptive Person Re-identification with Coordinated Anti-forgetting and AdaptationZhipeng Huang 0014, Zhizheng Zhang 0004, Cuiling Lan, Wenjun Zeng, Peng Chu, Quanzeng You, Jiang Wang, Zicheng Liu 0001, Zheng-Jun Zha. cvpr 2022: 14268-14277 [doi]

Mobile-Former: Bridging MobileNet and TransformerYinpeng Chen, Xiyang Dai, Dongdong Chen, Mengchen Liu, Xiaoyi Dong, Lu Yuan, Zicheng Liu 0001. cvpr 2022: 5260-5269 [doi]

Coarse-to-Fine Vision-Language Pre-training with Fusion in the BackboneZi-Yi Dou, Aishwarya Kamath, Zhe Gan, Pengchuan Zhang, Jianfeng Wang, Linjie Li, Zicheng Liu 0001, Ce Liu 0001, Yann LeCun, Nanyun Peng, Jianfeng Gao, Lijuan Wang. nips 2022: [doi]

An Empirical Study of Training End-to-End Vision-and-Language TransformersZi-Yi Dou, Yichong Xu, Zhe Gan, Jianfeng Wang, Shuohang Wang, Lijuan Wang, Chenguang Zhu, Pengchuan Zhang, Lu Yuan, Nanyun Peng, Zicheng Liu 0001, Michael Zeng 0001. cvpr 2022: 18145-18155 [doi]

Injecting Semantic Concepts into End-to-End Image CaptioningZhiyuan Fang, Jianfeng Wang, Xiaowei Hu 0006, Lin Liang, Zhe Gan, Lijuan Wang, Yezhou Yang, Zicheng Liu 0001. cvpr 2022: 17988-17998 [doi]

Vision-Language Pre-Training: Basics, Recent Advances, and Future TrendsZhe Gan, Linjie Li, Chunyuan Li, Lijuan Wang, Zicheng Liu 0001, Jianfeng Gao. ftcgv, 14(3-4):163-352, 2022. [doi]

Playing Lottery Tickets with Vision and LanguageZhe Gan, Yen-Chun Chen 0001, Linjie Li, Tianlong Chen, Yu Cheng 0001, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu 0001. AAAI 2022: 652-660 [doi]

Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a LoopPeng Jin, Xitong Zhang, Yinpeng Chen, Sharon Xiaolei Huang, Zicheng Liu 0001, Youzuo Lin. iclr 2022: [doi]

Should All Proposals Be Treated Equally in Object Detection?Yunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen 0001, Mengchen Liu, Pei Yu, Ying Jin, Lu Yuan, Zicheng Liu 0001, Nuno Vasconcelos. eccv 2022: 556-572 [doi]

ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual ModelsChunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Houdong Hu, Zicheng Liu 0001, Yong Jae Lee, Jianfeng Gao. nips 2022: [doi]

EFRNet: Efficient Feature Reconstructing Network for Real-Time Scene ParsingXin Li, Fan Yang, Ao Luo, Zhicheng Jiao, Hong Cheng 0002, Zicheng Liu 0001. tmm, 24:2852-2865, 2022. [doi]

NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual SynthesisJian Liang, Chenfei Wu, Xiaowei Hu, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zicheng Liu 0001, Yuejian Fang, Nan Duan. nips 2022: [doi]

SwinBERT: End-to-End Transformers with Sparse Attention for Video CaptioningKevin Lin, Linjie Li, Chung-Ching Lin, Faisal Ahmed 0001, Zhe Gan, Zicheng Liu 0001, Yumao Lu, Lijuan Wang. cvpr 2022: 17928-17937 [doi]

Crossmodal Representation Learning for Zero-shot Action RecognitionChung-Ching Lin, Kevin Lin, Lijuan Wang, Zicheng Liu 0001, Linjie Li. cvpr 2022: 19946-19956 [doi]

A Simple Approach and Benchmark for 21, 000-Category Object DetectionYutong Lin, Chen Li, Yue Cao, Zheng Zhang, Jianfeng Wang, Lijuan Wang, Zicheng Liu 0001, Han Hu 0004. eccv 2022: 1-18 [doi]

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation LearningSheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu 0001. AAAI 2022: 1773-1781 [doi]

GIT: A Generative Image-to-text Transformer for Vision and LanguageJianfeng Wang, Zhengyuan Yang, Xiaowei Hu 0006, Linjie Li, Kevin Lin, Zhe Gan, Zicheng Liu 0001, Ce Liu 0001, Lijuan Wang. tmlr, 2022, 2022. [doi]

UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language ModelingZhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu 0006, Faisal Ahmed 0001, Zicheng Liu 0001, Yumao Lu, Lijuan Wang. eccv 2022: 521-539 [doi]

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQAZhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu 0006, Yumao Lu, Zicheng Liu 0001, Lijuan Wang. AAAI 2022: 3081-3089 [doi]

2021

Compressing Visual-linguistic Model via Knowledge DistillationZhiyuan Fang, Jianfeng Wang, Xiaowei Hu 0006, Lijuan Wang, Yezhou Yang, Zicheng Liu 0001. iccv 2021: 1408-1418 [doi]

SEED: Self-supervised Distillation For Visual RepresentationZhiyuan Fang, Jianfeng Wang, Lijuan Wang, Lei Zhang, Yezhou Yang, Zicheng Liu 0001. iclr 2021: [doi]

VIVO: Visual Vocabulary Pre-Training for Novel Object CaptioningXiaowei Hu, Xi Yin 0006, Kevin Lin, Lei Zhang, Jianfeng Gao, Lijuan Wang, Zicheng Liu 0001. AAAI 2021: 1575-1583 [doi]

Revisiting Dynamic Convolution via Matrix DecompositionYunsheng Li, Yinpeng Chen, Xiyang Dai, Mengchen Liu, Dongdong Chen, Ye Yu, Lu Yuan, Zicheng Liu 0001, Mei Chen, Nuno Vasconcelos. iclr 2021: [doi]

Probabilistic Model Distillation for Semantic CorrespondenceXin Li, Deng-Ping Fan, Fan Yang 0054, Ao Luo, Hong Cheng 0002, Zicheng Liu 0001. cvpr 2021: 7505-7514 [doi]

MicroNet: Improving Image Recognition with Extremely Low FLOPsYunsheng Li, Yinpeng Chen, Xiyang Dai, Dongdong Chen 0001, Mengchen Liu, Lu Yuan, Zicheng Liu 0001, Lei Zhang 0001, Nuno Vasconcelos. iccv 2021: 458-467 [doi]

VALUE: A Multi-Task Benchmark for Video-and-Language Understanding EvaluationLinjie Li, Jie Lei, Zhe Gan, Licheng Yu, Yen-Chun Chen 0001, Rohit Pillai, Yu Cheng 0001, Luowei Zhou, Xin Wang, William Yang Wang, Tamara L. Berg, Mohit Bansal, Jingjing Liu 0001, Lijuan Wang, Zicheng Liu 0001. nips 2021: [doi]

Mesh GraphormerKevin Lin, Lijuan Wang, Zicheng Liu 0001. iccv 2021: 12919-12928 [doi]

End-to-End Human Pose and Mesh Reconstruction with TransformersKevin Lin, Lijuan Wang, Zicheng Liu 0001. cvpr 2021: 1954-1963 [doi]

Cross-Domain Complementary Learning Using Pose for Multi-Person Part SegmentationKevin Lin, Lijuan Wang, Kun Luo, Yinpeng Chen, Zicheng Liu 0001, Ming-Ting Sun. tcsv, 31(3):1066-1078, 2021. [doi]

Learning Nonparametric Human Mesh Reconstruction From A Single Image Without Ground Truth MeshesKevin Lin, Lijuan Wang, Ying Jin, Zicheng Liu 0001, Ming-Ting Sun. icip 2021: 964-968 [doi]

Human pose estimation and its application to action recognition: A surveyLiangchen Song, Gang Yu, Junsong Yuan, Zicheng Liu 0001. jvcir, 76:103055, 2021. [doi]

Stronger NAS with Weaker PredictorsJunru Wu, Xiyang Dai, Dongdong Chen 0001, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu 0001, Mei Chen, Lu Yuan. nips 2021: 28904-28918 [doi]

End-to-End Semi-Supervised Object Detection with Soft TeacherMengde Xu, Zheng Zhang 0022, Han Hu 0004, Jianfeng Wang, Lijuan Wang, Fangyun Wei, Xiang Bai, Zicheng Liu 0001. iccv 2021: 3040-3049 [doi]

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