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2024

TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP without TrainingYuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai 0001. AAAI 2024: 3513-3521 [doi]

Semi-supervised 3D Object Detection with PatchTeacher and PillarMixXiaopei Wu, Liang Peng, Liang Xie 0003, Yuenan Hou, Binbin Lin, Xiaoshui Huang, Haifeng Liu 0001, Deng Cai 0001, Wanli Ouyang. AAAI 2024: 6153-6161 [doi]

Regulating Intermediate 3D Features for Vision-Centric Autonomous DrivingJunkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian 0003, Wenxiao Wang 0001, Deng Cai 0001. AAAI 2024: 6306-6314 [doi]

Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace SmoothingRuisi Zhao, Mingming Li, Zheng Yang, Binbin Lin, Xiaohui Zhong, Xiaobo Ren, Deng Cai 0001, Boxi Wu. AAAI 2024: 7505-7513 [doi]

2023

Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learningLiang Xie 0003, Yibo Yang, Deng Cai 0001, Xiaofei He 0001. ijon, 527:60-70, March 2023. [doi]

X-View: Non-Egocentric Multi-View 3D Object DetectorLiang Xie 0003, Guodong Xu, Deng Cai 0001, Xiaofei He 0001. TIP, 32:1488-1497, 2023. [doi]

Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand ModelingXin Guo 0006, Zhengxu Yu, Pengfei Wang 0008, Zhongming Jin, Jianqiang Huang, Deng Cai 0001, Xiaofei He 0001, Xian-Sheng Hua 0001. tkde, 35(4):4346-4356, April 2023. [doi]

OBMO: One Bounding Box Multiple Objects for Monocular 3D Object DetectionChenxi Huang, Tong He 0001, Haidong Ren, Wenxiao Wang 0001, Binbin Lin, Deng Cai 0001. TIP, 32:6570-6581, 2023. [doi]

One-shot Implicit Animatable Avatars with Model-based PriorsYangyi Huang, Hongwei Yi, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang 0001, Binbin Lin, Debing Zhang, Deng Cai 0001. iccv 2023: 8940-8951 [doi]

LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table LookupXiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai 0001, Yunxin Liu, Mao Yang. mobicom 2023: [doi]

Towards In-Distribution Compatible Out-of-Distribution DetectionBoxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang 0001, Zhifeng Li 0001, Deng Cai 0001, Xiaofei He 0001, Binbin Lin, Wei Liu. AAAI 2023: 10333-10341 [doi]

Optimizing traffic efficiency via a reinforcement learning approach based on time allocationChao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua 0001, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai 0001, Xiaofei He 0001. mlc, 14(10):3381-3391, October 2023. [doi]

MonoNeRD: NeRF-like Representations for Monocular 3D Object DetectionJunkai Xu, Liang Peng, Haoran Chen, Hao Li, Wei Qian, Ke Li, Wenxiao Wang 0001, Deng Cai 0001. iccv 2023: 6791-6801 [doi]

2022

Frame-wise Action Representations for Long Videos via Sequence Contrastive LearningMinghao Chen 0001, Fangyun Wei, Chong Li, Deng Cai 0001. cvpr 2022: 13791-13800 [doi]

CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale AttentionWenxiao Wang 0001, Lu Yao, Long Chen 0016, Binbin Lin, Deng Cai 0001, Xiaofei He 0001, Wei Liu. iclr 2022: [doi]

Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-TrainingShuai Zhao 0006, Liguang Zhou, Wenxiao Wang 0001, Deng Cai 0001, Tin Lun Lam, Yangsheng Xu. TIP, 31:5869-5880, 2022. [doi]

DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural NetworkYang Liu 0212, Tu Zheng, Jie Song, Deng Cai 0001, Xiaofei He 0001. AAAI 2022: 1828-1836 [doi]

High Dimensional Similarity Search With Satellite System Graph: Efficiency, Scalability, and Unindexed Query CompatibilityCong Fu, Changxu Wang, Deng Cai 0001. pami, 44(8):4139-4150, 2022. [doi]

Learning to Affiliate: Mutual Centralized Learning for Few-shot ClassificationYang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai 0001, Xiaofei He 0001. cvpr 2022: 14391-14400 [doi]

DID-M3D: Decoupling Instance Depth for Monocular 3D Object DetectionLiang Peng, Xiaopei Wu, Zheng Yang, Haifeng Liu, Deng Cai 0001. eccv 2022: 71-88 [doi]

WeakM3D: Towards Weakly Supervised Monocular 3D Object DetectionLiang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He 0001, Deng Cai 0001. iclr 2022: [doi]

Lidar Point Cloud Guided Monocular 3D Object DetectionLiang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Zheng Yang, Haifeng Liu, Deng Cai 0001. eccv 2022: 123-139 [doi]

PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloudKuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai 0001, Xiaofei He 0001. mlc, 13(1):39-47, 2022. [doi]

Towards Efficient Adversarial Training on Vision TransformersBoxi Wu, Jindong Gu, Zhifeng Li 0001, Deng Cai 0001, Xiaofei He 0001, Wei Liu 0005. eccv 2022: 307-325 [doi]

Sparse Fuse Dense: Towards High Quality 3D Detection with Depth CompletionXiaopei Wu, Liang Peng, Honghui Yang, Liang Xie 0003, Chenxi Huang, Chengqi Deng, Haifeng Liu, Deng Cai 0001. cvpr 2022: 5408-5417 [doi]

Domain Reconstruction and Resampling for Robust Salient Object DetectionSenbo Yan, Liang Peng, Chuer Yu, Zheng Yang, Haifeng Liu, Deng Cai 0001. mm 2022: 5417-5426 [doi]

Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local GraphHonghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang 0001, Wei Qian, Xiaofei He 0001, Deng Cai 0001. eccv 2022: 662-679 [doi]

Progressive Transfer LearningZhengxu Yu, Dong Shen, Zhongming Jin, Jianqiang Huang, Deng Cai 0001, Xian-Sheng Hua 0001. TIP, 31:1340-1348, 2022. [doi]

Apparel-Invariant Feature Learning for Person Re-IdentificationZhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai 0001, Xian-Sheng Hua 0001. tmm, 24:4482-4492, 2022. [doi]

CLRNet: Cross Layer Refinement Network for Lane DetectionTu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai 0001, Xiaofei He 0001. cvpr 2022: 888-897 [doi]

SCALoss: Side and Corner Aligned Loss for Bounding Box RegressionTu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai 0001. AAAI 2022: 3535-3543 [doi]

2021

A Revisit of Hashing Algorithms for Approximate Nearest Neighbor SearchDeng Cai 0001. tkde, 33(6):2337-2348, 2021. [doi]

COP: customized correlation-based Filter level pruning method for deep CNN compressionWenxiao Wang 0001, Zhengxu Yu, Cong Fu, Deng Cai 0001, Xiaofei He 0001. ijon, 464:533-545, 2021. [doi]

MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong LearningChengyu Wang 0001, Haojie Pan, Yuan Liu, Kehan Chen, Minghui Qiu, Wei Zhou, Jun Huang, Haiqing Chen, Wei Lin, Deng Cai 0001. kdd 2021: 3649-3659 [doi]

Accelerate CNNs from Three Dimensions: A Comprehensive Pruning FrameworkWenxiao Wang 0001, Minghao Chen 0001, Shuai Zhao 0006, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai 0001, Xiaofei He 0001, Wei Liu. icml 2021: 10717-10726 [doi]

Learning to Caricature via Semantic Shape TransformWenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-ting Chang, Yijun Li, Deng Cai 0001, Ming-Hsuan Yang 0001. ijcv, 129(9):2663-2679, 2021. [doi]

Salient Object Ranking with Position-Preserved AttentionHao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen 0001, Jiawei Li, Yao Hu, Deng Cai 0001, Xiaofei He 0001. iccv 2021: 16311-16321 [doi]

Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-IdentificationHao Feng, Minghao Chen 0001, Jinming Hu, Dong Shen, Haifeng Liu, Deng Cai 0001. TIP, 30:2898-2907, 2021. [doi]

TTFNeXt for real-time object detectionZili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu, Deng Cai 0001. ijon, 433:59-70, 2021. [doi]

Self-supervised attention flow for dialogue state trackingBoyuan Pan, Yazheng Yang, Bo Li, Deng Cai 0001. ijon, 440:279-286, 2021. [doi]

EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP ApplicationsMinghui Qiu, Peng Li, Chengyu Wang 0001, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai 0001, Wei Lin 0016. CIKM 2021: 4075-4084 [doi]

ES-Net: Erasing Salient Parts to Learn More in Re-IdentificationDong Shen, Shuai Zhao 0006, Jinming Hu, Hao Feng, Deng Cai 0001, Xiaofei He 0001. TIP, 30:1676-1686, 2021. [doi]

Do Wider Neural Networks Really Help Adversarial Robustness?Boxi Wu, Jinghui Chen, Deng Cai 0001, Xiaofei He 0001, Quanquan Gu. nips 2021: 7054-7067 [doi]

TopNet: Learning from Neural Topic Model to Generate Long StoriesYazheng Yang, Boyuan Pan, Deng Cai 0001, Huan Sun. kdd 2021: 1997-2005 [doi]

RESA: Recurrent Feature-Shift Aggregator for Lane DetectionTu Zheng, Hao Fang, Yi Zhang, Wenjian Tang, Zheng Yang, Haifeng Liu, Deng Cai 0001. AAAI 2021: 3547-3554 [doi]

2009

Spectral Regression: A Regression Framework for Efficient Regularized Subspace LearningDeng Cai 0001. PhD thesis, University of Illinois Urbana-Champaign, USA, 2009. [doi]

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