Cai, Jianfei

109 publications

ICLR 2026 CoT Vectors: Transferring and Probing the Reasoning Mechanisms of LLMs Li Li, Ziyi Wang, Yongliang Wu, Jianfei Cai, Xu Yang

ICLR 2026 Gradient-Aligned Calibration for Post-Training Quantization of Diffusion Models Dung Anh Hoang, Cuong Pham, Trung Le, Jianfei Cai, Thanh-Toan Do

CVPR 2025 DrVideo: Document Retrieval Based Long Video Understanding Ziyu Ma, Chenhui Gou, Hengcan Shi, Bin Sun, Shutao Li, Hamid Rezatofighi, Jianfei Cai

ICLR 2025 Fast Feedforward 3D Gaussian Splatting Compression Yihang Chen, Qianyi Wu, Mengyao Li, Weiyao Lin, Mehrtash Harandi, Jianfei Cai

WACV 2025 McCaD: Multi-Contrast MRI Conditioned Adaptive Adversarial Diffusion Model for High-Fidelity MRI Synthesis Sanuwani Dayarathna, Kh Tohidul Islam, Bohan Zhuang, Guang Yang, Jianfei Cai, Meng Law, Zhaolin Chen

ICLR 2025 PaRa: Personalizing Text-to-Image Diffusion via Parameter Rank Reduction Shangyu Chen, Zizheng Pan, Jianfei Cai, Dinh Phung

CVPR 2025 PanSplat: 4k Panorama Synthesis with Feed-Forward Gaussian Splatting Cheng Zhang, Haofei Xu, Qianyi Wu, Camilo Cruz Gambardella, Dinh Phung, Jianfei Cai

CVPR 2025 Point-Cache: Test-Time Dynamic and Hierarchical Cache for Robust and Generalizable Point Cloud Analysis Hongyu Sun, Qiuhong Ke, Ming Cheng, Yongcai Wang, Deying Li, Chenhui Gou, Jianfei Cai

ICLR 2025 T-Stitch: Accelerating Sampling in Pre-Trained Diffusion Models with Trajectory Stitching Zizheng Pan, Bohan Zhuang, De-An Huang, Weili Nie, Zhiding Yu, Chaowei Xiao, Jianfei Cai, Anima Anandkumar

ICCV 2025 VLIPP: Towards Physically Plausible Video Generation with Vision and Language Informed Physical Prior Xindi Yang, Baolu Li, Yiming Zhang, Zhenfei Yin, Lei Bai, Liqian Ma, Zhiyong Wang, Jianfei Cai, Tien-Tsin Wong, Huchuan Lu, Xu Jia

ECCV 2024 Differentiable Convex Polyhedra Optimization from Multi-View Images Daxuan Ren, Haiyi Mei, Hezi Shi, Jianmin Zheng, Jianfei Cai, Lei Yang

ECCV 2024 Diffusion Model for Robust Multi-Sensor Fusion in 3D Object Detection and BEV Segmentation Duy Tho Le, Hengcan Shi, Jianfei Cai, Hamid Rezatofighi

CVPR 2024 Diversified and Personalized Multi-Rater Medical Image Segmentation Yicheng Wu, Xiangde Luo, Zhe Xu, Xiaoqing Guo, Lie Ju, Zongyuan Ge, Wenjun Liao, Jianfei Cai

CVPR 2024 Efficient Stitchable Task Adaptation Haoyu He, Zizheng Pan, Jing Liu, Jianfei Cai, Bohan Zhuang

NeurIPS 2024 GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI Pengcheng Chen, Jin Ye, Guoan Wang, Yanjun Li, Zhongying Deng, Wei Li, Tianbin Li, Haodong Duan, Ziyan Huang, Yanzhou Su, Benyou Wang, Shaoting Zhang, Bin Fu, Jianfei Cai, Bohan Zhuang, Eric J Seibel, Yu Qiao, Junjun He

CVPR 2024 Generative Region-Language Pretraining for Open-Ended Object Detection Chuang Lin, Yi Jiang, Lizhen Qu, Zehuan Yuan, Jianfei Cai

ECCV 2024 HAC: Hash-Grid Assisted Context for 3D Gaussian Splatting Compression Yihang Chen, Qianyi Wu, Weiyao Lin, Mehrtash Harandi, Jianfei Cai

CVPR 2024 How Far Can We Compress Instant-NGP-Based NeRF? Yihang Chen, Qianyi Wu, Mehrtash Harandi, Jianfei Cai

CVPR 2024 JRDB-PanoTrack: An Open-World Panoptic Segmentation and Tracking Robotic Dataset in Crowded Human Environments Duy Tho Le, Chenhui Gou, Stavya Datta, Hengcan Shi, Ian Reid, Jianfei Cai, Hamid Rezatofighi

NeurIPS 2024 MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views Yuedong Chen, Chuanxia Zheng, Haofei Xu, Bohan Zhuang, Andrea Vedaldi, Tat-Jen Cham, Jianfei Cai

ECCV 2024 MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images Yuedong Chen, Haofei Xu, Chuanxia Zheng, Bohan Zhuang, Marc Pollefeys, Andreas Geiger, Tat-Jen Cham, Jianfei Cai

ECCV 2024 McGrids: Monte Carlo-Driven Adaptive Grids for Iso-Surface Extraction Daxuan Ren, Hezi Shi, Jianmin Zheng, Jianfei Cai

NeurIPS 2024 Normal-GS: 3D Gaussian Splatting with Normal-Involved Rendering Meng Wei, Qianyi Wu, Jianmin Zheng, Hamid Rezatofighi, Jianfei Cai

NeurIPS 2024 Point-PRC: A Prompt Learning Based Regulation Framework for Generalizable Point Cloud Analysis Hongyu Sun, Qiuhong Ke, Yongcai Wang, Wang Chen, Kang Yang, Deying Li, Jianfei Cai

ICLR 2024 QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Models Jing Liu, Ruihao Gong, Xiuying Wei, Zhiwei Dong, Jianfei Cai, Bohan Zhuang

ICML 2024 Sharpness-Aware Data Generation for Zero-Shot Quantization Hoang Anh Dung, Cuong Pham, Trung Le, Jianfei Cai, Thanh-Toan Do

ECCV 2024 Stitched ViTs Are Flexible Vision Backbones Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang

ECCV 2024 Surface Reconstruction for 3D Gaussian Splatting via Local Structural Hints Qianyi Wu, Jianmin Zheng, Jianfei Cai

CVPR 2024 Taming Stable Diffusion for Text to 360 Panorama Image Generation Cheng Zhang, Qianyi Wu, Camilo Cruz Gambardella, Xiaoshui Huang, Dinh Phung, Wanli Ouyang, Jianfei Cai

WACV 2023 Adversarial Local Distribution Regularization for Knowledge Distillation Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Phung

CVPR 2023 Dynamic Focus-Aware Positional Queries for Semantic Segmentation Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang

CVPR 2023 JRDB-Pose: A Large-Scale Dataset for Multi-Person Pose Estimation and Tracking Edward Vendrow, Duy Tho Le, Jianfei Cai, Hamid Rezatofighi

ICLR 2023 Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai

CVPR 2023 MARLIN: Masked Autoencoder for Facial Video Representation LearnINg Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat

ICCV 2023 ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces Qianyi Wu, Kaisiyuan Wang, Kejie Li, Jianmin Zheng, Jianfei Cai

ICCV 2023 Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang

CVPR 2023 Stitchable Neural Networks Zizheng Pan, Jianfei Cai, Bohan Zhuang

CVPR 2023 Transformer Scale Gate for Semantic Segmentation Hengcan Shi, Munawar Hayat, Jianfei Cai

ICML 2023 Vector Quantized Wasserstein Auto-Encoder Long Tung Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Phung

AISTATS 2022 Particle-Based Adversarial Local Distribution Regularization Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Phung

CVPR 2022 Bridging Global Context Interactions for High-Fidelity Image Completion Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai, Dinh Phung

ECCV 2022 Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai, Chen Qian

NeurIPS 2022 EcoFormer: Energy-Saving Attention with Linear Complexity Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang

ECCV 2022 ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang

NeurIPS 2022 Fast Vision Transformers with HiLo Attention Zizheng Pan, Jianfei Cai, Bohan Zhuang

CVPR 2022 GMFlow: Learning Optical Flow via Global Matching Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao

AAAI 2022 Less Is More: Pay Less Attention in Vision Transformers Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai

NeurIPS 2022 MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation Chuanxia Zheng, Tung-Long Vuong, Jianfei Cai, Dinh Phung

ECCV 2022 Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan

ECCV 2022 Object-Compositional Neural Implicit Surfaces Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, Jianmin Zheng

CVPR 2022 ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai

ECCV 2022 Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

ICCV 2021 A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder Yujun Cai, Yiwei Wang, Yiheng Zhu, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Chuanxia Zheng, Sijie Yan, Henghui Ding, Xiaohui Shen, Ding Liu, Nadia Magnenat Thalmann

ICCV 2021 Auto-Parsing Network for Image Captioning and Visual Question Answering Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

ICCV 2021 CSG-Stump: A Learning Friendly CSG-like Representation for Interpretable Shape Parsing Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi

CVPR 2021 Causal Attention for Vision-Language Tasks Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai

ICCV 2021 Domain-Invariant Disentangled Network for Generalizable Object Detection Chuang Lin, Zehuan Yuan, Sicheng Zhao, Peize Sun, Changhu Wang, Jianfei Cai

ICCV 2021 High-Resolution Optical Flow from 1d Attention and Correlation Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong

ICCV 2021 Learning Meta-Class Memory for Few-Shot Semantic Segmentation Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai

CVPR 2021 RSG: A Simple but Effective Module for Learning Imbalanced Datasets Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu

ICCV 2021 Scalable Vision Transformers with Hierarchical Pooling Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai

CVPR 2021 The Spatially-Correlative Loss for Various Image Translation Tasks Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

CVPR 2020 End-to-End 3D Point Cloud Instance Segmentation Without Detection Haiyong Jiang, Feilong Yan, Jianfei Cai, Jianmin Zheng, Jun Xiao

CVPR 2020 Exploring Bottom-up and Top-Down Cues with Attentive Learning for Webly Supervised Object Detection Zhonghua Wu, Qingyi Tao, Guosheng Lin, Jianfei Cai

ECCV 2020 Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning Xiangxi Shi, Xu Yang, Jiuxiang Gu, Shafiq Joty, Jianfei Cai

ECCV 2020 Learning Progressive Joint Propagation for Human Motion Prediction Yujun Cai, Lin Huang, Yiwei Wang, Tat-Jen Cham, Jianfei Cai, Junsong Yuan, Jun Liu, Xu Yang, Yiheng Zhu, Xiaohui Shen, Ding Liu, Jing Liu, Nadia Magnenat Thalmann

IJCAI 2020 Learning from the Scene and Borrowing from the Rich: Tackling the Long Tail in Scene Graph Generation Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li

NeurIPS 2020 Self-Supervised Relationship Probing Jiuxiang Gu, Jason Kuen, Shafiq Joty, Jianfei Cai, Vlad I. Morariu, Handong Zhao, Tong Sun

ECCV 2020 Splitting vs. Merging: Mining Object Regions with Discrepancy and Intersection Loss for Weakly Supervised Semantic Segmentation Tianyi Zhang, Guosheng Lin, Weide Liu, Jianfei Cai, Alex Kot

CVPR 2019 3D Hand Shape and Pose Estimation from a Single RGB Image Liuhao Ge, Zhou Ren, Yuncheng Li, Zehao Xue, Yingying Wang, Jianfei Cai, Junsong Yuan

CVPR 2019 Auto-Encoding Scene Graphs for Image Captioning Xu Yang, Kaihua Tang, Hanwang Zhang, Jianfei Cai

ICCV 2019 Exploiting Spatial-Temporal Relationships for 3D Pose Estimation via Graph Convolutional Networks Yujun Cai, Liuhao Ge, Jun Liu, Jianfei Cai, Tat-Jen Cham, Junsong Yuan, Nadia Magnenat Thalmann

ICCV 2019 Learning to Collocate Neural Modules for Image Captioning Xu Yang, Hanwang Zhang, Jianfei Cai

CVPR 2019 Pluralistic Image Completion Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

IJCAI 2019 Region Deformer Networks for Unsupervised Depth Estimation from Unconstrained Monocular Videos Haofei Xu, Jianmin Zheng, Jianfei Cai, Juyong Zhang

CVPR 2019 Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu, Handong Zhao, Zhe Lin, Sheng Li, Jianfei Cai, Mingyang Ling

ICCV 2019 Skeleton-Aware 3D Human Shape Reconstruction from Point Clouds Haiyong Jiang, Jianfei Cai, Jianmin Zheng

ICCV 2019 Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Handong Zhao, Xu Yang, Gang Wang

CVPR 2018 Alive Caricature from 2D to 3D Qianyi Wu, Juyong Zhang, Yu-Kun Lai, Jianmin Zheng, Jianfei Cai

ECCV 2018 Deep Adaptive Attention for Joint Facial Action Unit Detection and Face Alignment Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma

ICML 2018 Generalized Robust Bayesian Committee Machine for Large-Scale Gaussian Process Regression Haitao Liu, Jianfei Cai, Yi Wang, Yew Soon Ong

CVPR 2018 Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models Jiuxiang Gu, Jianfei Cai, Shafiq R. Joty, Li Niu, Gang Wang

ECCV 2018 Quadtree Convolutional Neural Networks Pradeep Kumar Jayaraman, Jianhan Mei, Jianfei Cai, Jianmin Zheng

ECCV 2018 Shuffle-Then-Assemble: Learning Object-Agnostic Visual Relationship Features Xu Yang, Hanwang Zhang, Jianfei Cai

AAAI 2018 Stack-Captioning: Coarse-to-Fine Learning for Image Captioning Jiuxiang Gu, Jianfei Cai, Gang Wang, Tsuhan Chen

ECCV 2018 T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai

ECCV 2018 Unpaired Image Captioning by Language Pivoting Jiuxiang Gu, Shafiq Joty, Jianfei Cai, Gang Wang

ECCV 2018 VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions Qing Li, Qingyi Tao, Shafiq Joty, Jianfei Cai, Jiebo Luo

ECCV 2018 Weakly-Supervised 3D Hand Pose Estimation from Monocular RGB Images Yujun Cai, Liuhao Ge, Jianfei Cai, Junsong Yuan

ECCV 2018 Zero-Annotation Object Detection with Web Knowledge Transfer Qingyi Tao, Hao Yang, Jianfei Cai

CVPR 2017 A Generative Model for Depth-Based Robust 3D Facial Pose Tracking Lu Sheng, Jianfei Cai, Tat-Jen Cham, Vladimir Pavlovic, King Ngi Ngan

ICCV 2017 An Empirical Study of Language CNN for Image Captioning Jiuxiang Gu, Gang Wang, Jianfei Cai, Tsuhan Chen

WACV 2017 Enriched Deep Recurrent Visual Attention Model for Multiple Object Recognition Artsiom Ablavatski, Shijian Lu, Jianfei Cai

CVPR 2017 MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew Soon Ong

CVPR 2017 Object Co-Skeletonization with Co-Segmentation Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan

IJCAI 2017 Robust Survey Aggregation with Student-T Distribution and Sparse Representation Qingtao Tang, Tao Dai, Li Niu, Yisen Wang, Shu-Tao Xia, Jianfei Cai

IJCAI 2017 Student-T Process Regression with Student-T Likelihood Qingtao Tang, Li Niu, Yisen Wang, Tao Dai, Wangpeng An, Jianfei Cai, Shu-Tao Xia

ECCV 2016 CATS: Co-Saliency Activated Tracklet Selection for Video Co-Localization Koteswar Rao Jerripothula, Jianfei Cai, Junsong Yuan

ECCV 2016 Domain Adaptive Fisher Vector for Visual Recognition Li Niu, Jianfei Cai, Dong Xu

CVPR 2016 Exploit Bounding Box Annotations for Multi-Label Object Recognition Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai

ECCV 2016 Improving Multi-Label Learning with Missing Labels by Structured Semantic Correlations Hao Yang, Joey Tianyi Zhou, Jianfei Cai

CVPR 2016 Modality and Component Aware Feature Fusion for RGB-D Scene Classification Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham

ICCV 2015 MMSS: Multi-Modal Sharable and Specific Feature Learning for RGB-D Object Recognition Anran Wang, Jianfei Cai, Jiwen Lu, Tat-Jen Cham

CVPR 2014 Compact Representation for Image Classification: To Choose or to Compress? Yu Zhang, Jianxin Wu, Jianfei Cai

ECCV 2014 Multi-Modal Unsupervised Feature Learning for RGB-D Scene Labeling Anran Wang, Jiwen Lu, Gang Wang, Jianfei Cai, Tat-Jen Cham

WACV 2014 Multiple Foreground Recognition and Cosegmentation: An Object-Oriented CRF Model with Robust Higher-Order Potentials Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Nadia Magnenat-Thalmann

CVPR 2014 Recovering Surface Details Under General Unknown Illumination Using Shading and Coarse Multi-View Stereo Di Xu, Qi Duan, Jianming Zheng, Juyong Zhang, Jianfei Cai, Tat-Jen Cham

ICCVW 2013 Kinect Shadow Detection and Classification Teng Deng, Hui Li, Jianfei Cai, Tat-Jen Cham, Henry Fuchs

CVPR 2010 A Diffusion Approach to Seeded Image Segmentation Juyong Zhang, Jianmin Zheng, Jianfei Cai