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ORCIDJianfei Cai 0001
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- affiliation: Nanyang Technological University, Division of Computer Communications, College of Engineering, Singapore
- affiliation: Monash University, Melbourne, Australia
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2020 – today
- 2023
[j118]Xu Yang
, Hanwang Zhang, Chongyang Gao, Jianfei Cai:
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning. Int. J. Comput. Vis. 131(1): 82-100 (2023)- [j117]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unpaired referring expression grounding via bidirectional cross-modal matching. Neurocomputing 518: 39-49 (2023) - [j116]Son Duy Dao, He Zhao, Dinh Q. Phung, Jianfei Cai:
Contrastively enforcing distinctiveness for multi-label image classification. Neurocomputing 555: 126605 (2023) - [j115]Jing Liu, Bohan Zhuang, Peng Chen, Chunhua Shen, Jianfei Cai, Mingkui Tan:
Single-Path Bit Sharing for Automatic Loss-Aware Model Compression. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 12459-12473 (2023) - [j114]Duy-Tho Le, Hengcan Shi, Hamid Rezatofighi, Jianfei Cai:
Accurate and Real-Time 3D Pedestrian Detection Using an Efficient Attentive Pillar Network. IEEE Robotics Autom. Lett. 8(2): 1159-1166 (2023) - [j113]Garima Sharma, Abhinav Dhall, Jianfei Cai:
Audio-Visual Automatic Group Affect Analysis. IEEE Trans. Affect. Comput. 14(2): 1056-1069 (2023) - [j112]Zhiwen Shao, Yong Zhou, Jianfei Cai, Hancheng Zhu, Rui Yao:
Facial Action Unit Detection via Adaptive Attention and Relation. IEEE Trans. Image Process. 32: 3354-3366 (2023) - [c203]Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CVPR 2023: 1493-1504 - [c202]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Transformer Scale Gate for Semantic Segmentation. CVPR 2023: 3051-3060 - [c201]Edward Vendrow, Duy-Tho Le, Jianfei Cai, Hamid Rezatofighi:
JRDB-Pose: A Large-Scale Dataset for Multi-Person Pose Estimation and Tracking. CVPR 2023: 4811-4820 - [c200]Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CVPR 2023: 11299-11308 - [c199]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Stitchable Neural Networks. CVPR 2023: 16102-16112 - [c198]Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai:
Learning Object-Language Alignments for Open-Vocabulary Object Detection. ICLR 2023 - [c197]Son Duy Dao, Dat Huynh, He Zhao, Dinh Phung, Jianfei Cai:
Open-Vocabulary Multi-label Image Classification with Pretrained Vision-Language Model. ICME 2023: 2135-2140 - [c196]Long Tung Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Q. Phung:
Vector Quantized Wasserstein Auto-Encoder. ICML 2023: 35223-35242 - [c195]Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Phung:
Adversarial local distribution regularization for knowledge distillation. WACV 2023: 4670-4679 - [i125]Son Duy Dao, Hengcan Shi, Dinh Q. Phung, Jianfei Cai:
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation. CoRR abs/2301.07336 (2023) - [i124]Tung-Long Vuong, Trung Le, He Zhao, Chuanxia Zheng, Mehrtash Harandi, Jianfei Cai, Dinh Q. Phung:
Vector Quantized Wasserstein Auto-Encoder. CoRR abs/2302.05917 (2023) - [i123]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Stitchable Neural Networks. CoRR abs/2302.06586 (2023) - [i122]Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai:
Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation. CoRR abs/2303.05164 (2023) - [i121]Haoyu He, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Sensitivity-Aware Visual Parameter-Efficient Tuning. CoRR abs/2303.08566 (2023) - [i120]Yuedong Chen, Haofei Xu, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
Explicit Correspondence Matching for Generalizable Neural Radiance Fields. CoRR abs/2304.12294 (2023) - [i119]Zizheng Pan, Jing Liu, Haoyu He, Jianfei Cai, Bohan Zhuang:
Stitched ViTs are Flexible Vision Backbones. CoRR abs/2307.00154 (2023) - [i118]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Open-Vocabulary Object Detection via Scene Graph Discovery. CoRR abs/2307.03339 (2023) - [i117]Yicheng Wu, Zhonghua Wu, Hengcan Shi, Bjoern Picker, Winston Chong, Jianfei Cai:
CoactSeg: Learning from Heterogeneous Data for New Multiple Sclerosis Lesion Segmentation. CoRR abs/2307.04513 (2023) - [i116]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unified Open-Vocabulary Dense Visual Prediction. CoRR abs/2307.08238 (2023) - [i115]Qianyi Wu, Kaisiyuan Wang, Kejie Li, Jianmin Zheng, Jianfei Cai:
ObjectSDF++: Improved Object-Compositional Neural Implicit Surfaces. CoRR abs/2308.07868 (2023) - 2022
- [j111]Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai:
Mutual consistency learning for semi-supervised medical image segmentation. Medical Image Anal. 81: 102530 (2022) - [j110]Xu Yang, Hanwang Zhang, Jianfei Cai:
Auto-Encoding and Distilling Scene Graphs for Image Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2313-2327 (2022) - [j109]Yuedong Chen, Guoxian Song, Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Jianmin Zheng:
GeoConv: Geodesic guided convolution for facial action unit recognition. Pattern Recognit. 122: 108355 (2022) - [j108]Zhiwen Shao, Jianfei Cai, Tat-Jen Cham, Xuequan Lu, Lizhuang Ma:
Unconstrained Facial Action Unit Detection via Latent Feature Domain. IEEE Trans. Affect. Comput. 13(2): 1111-1126 (2022) - [j107]Zhiwen Shao, Zhilei Liu, Jianfei Cai, Yunsheng Wu, Lizhuang Ma:
Facial Action Unit Detection Using Attention and Relation Learning. IEEE Trans. Affect. Comput. 13(3): 1274-1289 (2022) - [j106]Koteswar Rao Jerripothula, Prerana Mukherjee, Jianfei Cai, Shijian Lu, Junsong Yuan:
AppFuse: An Appearance Fusion Framework for Saliency Cues. IEEE Trans. Circuits Syst. Video Technol. 32(12): 8261-8274 (2022) - [j105]Haitao Liu, Yew-Soon Ong, Ziwei Yu, Jianfei Cai, Xiaobo Shen:
Scalable Gaussian Process Classification With Additive Noise for Non-Gaussian Likelihoods. IEEE Trans. Cybern. 52(7): 5842-5854 (2022) - [c194]Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai:
Less Is More: Pay Less Attention in Vision Transformers. AAAI 2022: 2035-2043 - [c193]Thanh Nguyen-Duc, Trung Le, He Zhao, Jianfei Cai, Dinh Q. Phung:
Particle-based Adversarial Local Distribution Regularization. AISTATS 2022: 5212-5224 - [c192]Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao:
GMFlow: Learning Optical Flow via Global Matching. CVPR 2022: 8111-8120 - [c191]Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai:
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CVPR 2022: 9601-9610 - [c190]Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai, Dinh Q. Phung:
Bridging Global Context Interactions for High-Fidelity Image Completion. CVPR 2022: 11502-11512 - [c189]Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai, Chen Qian:
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation. ECCV (31) 2022: 78-96 - [c188]Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, Jianmin Zheng:
Object-Compositional Neural Implicit Surfaces. ECCV (27) 2022: 197-213 - [c187]Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan:
Multimodal Transformer with Variable-Length Memory for Vision-and-Language Navigation. ECCV (36) 2022: 380-397 - [c186]Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang:
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing. ECCV (2) 2022: 482-498 - [c185]Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields. ECCV (14) 2022: 730-748 - [c184]Thanh Nguyen-Duc, He Zhao, Jianfei Cai, Dinh Phung:
MED-TEX: Transfer and Explain Knowledge with Less Data from Pretrained Medical Imaging Models. ISBI 2022: 1-4 - [c183]Guoxian Song, Tat-Jen Cham, Jianfei Cai, Jianmin Zheng:
Real-time Shadow-aware Portrait Relighting in Virtual Backgrounds for Realistic Telepresence. ISMAR 2022: 729-738 - [c182]Yicheng Wu, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, Jianfei Cai:
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation. MICCAI (5) 2022: 34-43 - [c181]Yuedong Chen, Xu Yang, Tat-Jen Cham, Jianfei Cai:
Towards Unbiased Visual Emotion Recognition via Causal Intervention. ACM Multimedia 2022: 60-69 - [c180]Garima Sharma, Kalin Stefanov, Abhinav Dhall, Jianfei Cai:
Graph-based Group Modelling for Backchannel Detection. ACM Multimedia 2022: 7190-7194 - [c179]Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang:
EcoFormer: Energy-Saving Attention with Linear Complexity. NeurIPS 2022 - [c178]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Fast Vision Transformers with HiLo Attention. NeurIPS 2022 - [c177]Chuanxia Zheng, Tung-Long Vuong, Jianfei Cai, Dinh Phung:
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation. NeurIPS 2022 - [i114]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Unpaired Referring Expression Grounding via Bidirectional Cross-Modal Matching. CoRR abs/2201.06686 (2022) - [i113]Hengcan Shi, Munawar Hayat, Yicheng Wu, Jianfei Cai:
ProposalCLIP: Unsupervised Open-Category Object Proposal Generation via Exploiting CLIP Cues. CoRR abs/2201.06696 (2022) - [i112]Yicheng Wu, Zhonghua Wu, Qianyi Wu, Zongyuan Ge, Jianfei Cai:
Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation. CoRR abs/2203.01324 (2022) - [i111]Yuedong Chen, Qianyi Wu, Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
Sem2NeRF: Converting Single-View Semantic Masks to Neural Radiance Fields. CoRR abs/2203.10821 (2022) - [i110]Haoyu He, Jianfei Cai, Zizheng Pan, Jing Liu, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Dynamic Focus-aware Positional Queries for Semantic Segmentation. CoRR abs/2204.01244 (2022) - [i109]Chuanxia Zheng, Guoxian Song, Tat-Jen Cham, Jianfei Cai, Dinh Q. Phung, Linjie Luo:
High-Quality Pluralistic Image Completion via Code Shared VQGAN. CoRR abs/2204.01931 (2022) - [i108]Yang Xu, Li Li, Haiyang Xu, Songfang Huang, Fei Huang, Jianfei Cai:
Image Captioning In the Transformer Age. CoRR abs/2204.07374 (2022) - [i107]Hengcan Shi, Munawar Hayat, Jianfei Cai:
Transformer Scale Gate for Semantic Segmentation. CoRR abs/2205.07056 (2022) - [i106]Zizheng Pan, Jianfei Cai, Bohan Zhuang:
Fast Vision Transformers with HiLo Attention. CoRR abs/2205.13213 (2022) - [i105]Zhonghua Wu, Yicheng Wu, Guosheng Lin, Jianfei Cai, Chen Qian:
Dual Adaptive Transformations for Weakly Supervised Point Cloud Segmentation. CoRR abs/2207.09084 (2022) - [i104]Qianyi Wu, Xian Liu, Yuedong Chen, Kejie Li, Chuanxia Zheng, Jianfei Cai, Jianmin Zheng:
Object-Compositional Neural Implicit Surfaces. CoRR abs/2207.09686 (2022) - [i103]Jing Liu, Jianfei Cai, Bohan Zhuang:
FocusFormer: Focusing on What We Need via Architecture Sampler. CoRR abs/2208.10861 (2022) - [i102]Chuanxia Zheng, Long Tung Vuong, Jianfei Cai, Dinh Q. Phung:
MoVQ: Modulating Quantized Vectors for High-Fidelity Image Generation. CoRR abs/2209.09002 (2022) - [i101]Jing Liu, Zizheng Pan, Haoyu He, Jianfei Cai, Bohan Zhuang:
EcoFormer: Energy-Saving Attention with Linear Complexity. CoRR abs/2209.09004 (2022) - [i100]Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Junzhe Zhang:
ExtrudeNet: Unsupervised Inverse Sketch-and-Extrude for Shape Parsing. CoRR abs/2209.15632 (2022) - [i99]Xu Yang, Hanwang Zhang, Chongyang Gao, Jianfei Cai:
Learning to Collocate Visual-Linguistic Neural Modules for Image Captioning. CoRR abs/2210.01338 (2022) - [i98]Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Fisher Yu, Dacheng Tao, Andreas Geiger:
Unifying Flow, Stereo and Depth Estimation. CoRR abs/2211.05783 (2022) - [i97]Zhixi Cai, Shreya Ghosh, Kalin Stefanov, Abhinav Dhall, Jianfei Cai, Hamid Rezatofighi, Reza Haffari, Munawar Hayat:
MARLIN: Masked Autoencoder for facial video Representation LearnINg. CoRR abs/2211.06627 (2022) - [i96]Chuang Lin, Peize Sun, Yi Jiang, Ping Luo, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan, Jianfei Cai:
Learning Object-Language Alignments for Open-Vocabulary Object Detection. CoRR abs/2211.14843 (2022) - 2021
- [j104]Guoxian Song, Tat-Jen Cham, Jianfei Cai, Jianmin Zheng:
Half-body Portrait Relighting with Overcomplete Lighting Representation. Comput. Graph. Forum 40(6): 371-381 (2021) - [j103]Zhiwen Shao, Zhilei Liu, Jianfei Cai, Lizhuang Ma:
JÂA-Net: Joint Facial Action Unit Detection and Face Alignment Via Adaptive Attention. Int. J. Comput. Vis. 129(2): 321-340 (2021) - [j102]Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
Pluralistic Free-Form Image Completion. Int. J. Comput. Vis. 129(10): 2786-2805 (2021) - [j101]Chuanxia Zheng, Duy-Son Dao, Guoxian Song, Tat-Jen Cham, Jianfei Cai:
Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition. Int. J. Comput. Vis. 129(12): 3195-3215 (2021) - [j100]Yujun Cai, Liuhao Ge, Jianfei Cai, Nadia Magnenat-Thalmann, Junsong Yuan:
3D Hand Pose Estimation Using Synthetic Data and Weakly Labeled RGB Images. IEEE Trans. Pattern Anal. Mach. Intell. 43(11): 3739-3753 (2021) - [j99]Koteswar Rao Jerripothula, Jianfei Cai, Jiangbo Lu, Junsong Yuan:
Image Co-Skeletonization via Co-Segmentation. IEEE Trans. Image Process. 30: 2784-2797 (2021) - [j98]Haitao Liu, Yew-Soon Ong, Jianfei Cai:
Large-Scale Heteroscedastic Regression via Gaussian Process. IEEE Trans. Neural Networks Learn. Syst. 32(2): 708-721 (2021) - [j97]Kenta Hama, Takashi Matsubara, Kuniaki Uehara, Jianfei Cai:
Exploring Uncertainty Measures for Image-caption Embedding-and-retrieval Task. ACM Trans. Multim. Comput. Commun. Appl. 17(2): 46:1-46:19 (2021) - [c176]Haiyong Jiang, Jianfei Cai, Jianmin Zheng, Jun Xiao:
Neighborhood-based Neural Implicit Reconstruction from Point Clouds. 3DV 2021: 1259-1268 - [c175]Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu:
RSG: A Simple but Effective Module for Learning Imbalanced Datasets. CVPR 2021: 3784-3793 - [c174]Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai:
Causal Attention for Vision-Language Tasks. CVPR 2021: 9847-9857 - [c173]Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
The Spatially-Correlative Loss for Various Image Translation Tasks. CVPR 2021: 16407-16417 - [c172]Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai:
Scalable Vision Transformers with Hierarchical Pooling. ICCV 2021: 367-376 - [c171]Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai:
Learning Meta-class Memory for Few-Shot Semantic Segmentation. ICCV 2021: 497-506 - [c170]Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai:
Auto-Parsing Network for Image Captioning and Visual Question Answering. ICCV 2021: 2177-2187 - [c169]Chuang Lin, Zehuan Yuan, Sicheng Zhao, Peize Sun, Changhu Wang, Jianfei Cai:
Domain-Invariant Disentangled Network for Generalizable Object Detection. ICCV 2021: 8751-8760 - [c168]Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong:
High-Resolution Optical Flow from 1D Attention and Correlation. ICCV 2021: 10478-10487 - [c167]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:
A Unified 3D Human Motion Synthesis Model via Conditional Variational Auto-Encoder∗. ICCV 2021: 11625-11635 - [c166]Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi:
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing. ICCV 2021: 12458-12467 - [c165]Qingyi Tao, Chen Change Loy, Jianfei Cai, ZongYuan Ge, Simon See:
Retrospective Class Incremental Learning. ICME 2021: 1-6 - [c164]Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang:
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training. MICCAI (2) 2021: 297-306 - [c163]Jianfei Cai:
"Deepfake" Portrait Image Generation. ADGD @ ACM Multimedia 2021: 5 - [e4]Changwen Chen, Helen Huang, Jun Zhou, Tatsuya Harada, Jianfei Cai, Wu Liu, Dong Xu:
MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1 - 3, 2021. ACM 2021, ISBN 978-1-4503-8607-4 [contents] - [i95]Jing Liu, Bohan Zhuang, Peng Chen, Yong Guo, Chunhua Shen, Jianfei Cai, Mingkui Tan:
ABS: Automatic Bit Sharing for Model Compression. CoRR abs/2101.04935 (2021) - [i94]Yicheng Wu, Minfeng Xu, Zongyuan Ge, Jianfei Cai, Lei Zhang:
Semi-supervised Left Atrium Segmentation with Mutual Consistency Training. CoRR abs/2103.02911 (2021) - [i93]Xu Yang, Hanwang Zhang, Guojun Qi, Jianfei Cai:
Causal Attention for Vision-Language Tasks. CoRR abs/2103.03493 (2021) - [i92]Zizheng Pan, Bohan Zhuang, Jing Liu, Haoyu He, Jianfei Cai:
Scalable Visual Transformers with Hierarchical Pooling. CoRR abs/2103.10619 (2021) - [i91]Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
TFill: Image Completion via a Transformer-Based Architecture. CoRR abs/2104.00845 (2021) - [i90]Chuanxia Zheng, Tat-Jen Cham, Jianfei Cai:
The Spatially-Correlative Loss for Various Image Translation Tasks. CoRR abs/2104.00854 (2021) - [i89]Chuanxia Zheng, Duy-Son Dao, Guoxian Song, Tat-Jen Cham, Jianfei Cai:
Visiting the Invisible: Layer-by-Layer Completed Scene Decomposition. CoRR abs/2104.05367 (2021) - [i88]Haofei Xu, Jiaolong Yang, Jianfei Cai, Juyong Zhang, Xin Tong:
High-Resolution Optical Flow from 1D Attention and Correlation. CoRR abs/2104.13918 (2021) - [i87]Haoyu He, Jing Zhang, Bohan Zhuang, Jianfei Cai, Dacheng Tao:
End-to-end One-shot Human Parsing. CoRR abs/2105.01241 (2021) - [i86]Zizheng Pan, Bohan Zhuang, Haoyu He, Jing Liu, Jianfei Cai:
Less is More: Pay Less Attention in Vision Transformers. CoRR abs/2105.14217 (2021) - [i85]Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Jianfei Cai, Zhenghua Xu:
RSG: A Simple but Effective Module for Learning Imbalanced Datasets. CoRR abs/2106.09859 (2021) - [i84]Guoxian Song, Tat-Jen Cham, Jianfei Cai, Jianmin Zheng:
Half-body Portrait Relighting with Overcomplete Lighting Representation. CoRR abs/2106.13425 (2021) - [i83]Son Duy Dao, Ethan Zhao, Dinh Phung, Jianfei Cai:
Multi-Label Image Classification with Contrastive Learning. CoRR abs/2107.11626 (2021) - [i82]Yuedong Chen, Xu Yang, Tat-Jen Cham, Jianfei Cai:
Towards Unbiased Visual Emotion Recognition via Causal Intervention. CoRR abs/2107.12096 (2021) - [i81]Xiangxi Shi, Zhonghua Wu, Guosheng Lin, Jianfei Cai, Shafiq R. Joty:
Remember What You have drawn: Semantic Image Manipulation with Memory. CoRR abs/2107.12579 (2021) - [i80]Jing Liu, Bohan Zhuang, Mingkui Tan, Xu Liu, Dinh Phung, Yuanqing Li, Jianfei Cai:
Elastic Architecture Search for Diverse Tasks with Different Resources. CoRR abs/2108.01224 (2021) - [i79]Zhonghua Wu, Xiangxi Shi, Guosheng Lin, Jianfei Cai:
Learning Meta-class Memory for Few-Shot Semantic Segmentation. CoRR abs/2108.02958 (2021) - [i78]Tao He, Lianli Gao, Jingkuan Song, Jianfei Cai, Yuan-Fang Li:
Semantic Compositional Learning for Low-shot Scene Graph Generation. CoRR abs/2108.08600 (2021) - [i77]Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai:
Auto-Parsing Network for Image Captioning and Visual Question Answering. CoRR abs/2108.10568 (2021) - [i76]Daxuan Ren, Jianmin Zheng, Jianfei Cai, Jiatong Li, Haiyong Jiang, Zhongang Cai, Junzhe Zhang, Liang Pan, Mingyuan Zhang, Haiyu Zhao, Shuai Yi:
CSG-Stump: A Learning Friendly CSG-Like Representation for Interpretable Shape Parsing. CoRR abs/2108.11305 (2021) - [i75]Yicheng Wu, Zongyuan Ge, Donghao Zhang, Minfeng Xu, Lei Zhang, Yong Xia, Jianfei Cai:
Enforcing Mutual Consistency of Hard Regions for Semi-supervised Medical Image Segmentation. CoRR abs/2109.09960 (2021) - [i74]Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, Zehuan Yuan:
Multimodal Transformer with Variable-length Memory for Vision-and-Language Navigation. CoRR abs/2111.05759 (2021) - [i73]Zizheng Pan, Peng Chen, Haoyu He, Jing Liu, Jianfei Cai, Bohan Zhuang:
Mesa: A Memory-saving Training Framework for Transformers. CoRR abs/2111.11124 (2021) - [i72]Haoyu He, Jing Liu, Zizheng Pan, Jianfei Cai, Jing Zhang, Dacheng Tao, Bohan Zhuang:
Pruning Self-attentions into Convolutional Layers in Single Path. CoRR abs/2111.11802 (2021) - [i71]Jing Liu, Jianfei Cai, Bohan Zhuang:
Sharpness-aware Quantization for Deep Neural Networks. CoRR abs/2111.12273 (2021) - [i70]Haofei Xu, Jing Zhang, Jianfei Cai, Hamid Rezatofighi, Dacheng Tao:
GMFlow: Learning Optical Flow via Global Matching. CoRR abs/2111.13680 (2021) - [i69]