Deng Cai

ORCID

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 242

Top Venues

CoRR

Neurocomputing

IJCAI

IEEE Trans. Image Process.

Publications

Hengjia Li, Yang Liu, Yuqi Lin, Zhanwei Zhang, Yibo Zhao, weihang Pan, Tu Zheng, Zheng Yang, Yuchun Jiang, Boxi Wu, Deng Cai
UniHDA: Towards Universal Hybrid Domain Adaptation of Image Generators. CoRR (2024)
Wenxiao Wang, Wei Chen, Yicong Luo, Yongliu Long, Zhengkai Lin, Liye Zhang, Binbin Lin, Deng Cai, Xiaofei He
Model Compression and Efficient Inference for Large Language Models: A Survey. CoRR (2024)
Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
Neural collapse inspired attraction-repulsion-balanced loss for imbalanced learning. Neurocomputing 527 (2023)
Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu
Towards In-Distribution Compatible Out-of-Distribution Detection. AAAI (2023)
Liang Peng, Junkai Xu, Haoran Cheng, Zheng Yang, Xiaopei Wu, Wei Qian, Wenxiao Wang, Boxi Wu, Deng Cai
Learning Occupancy for Monocular 3D Object Detection. CoRR (2023)
Junkai Xu, Liang Peng, Haoran Cheng, Linxuan Xia, Qi Zhou, Dan Deng, Wei Qian, Wenxiao Wang, Deng Cai
Regulating Intermediate 3D Features for Vision-Centric Autonomous Driving. CoRR (2023)
Hengjia Li, Tu Zheng, Zhihao Chi, Zheng Yang, Wenxiao Wang, Boxi Wu, Binbin Lin, Deng Cai
APPT : Asymmetric Parallel Point Transformer for 3D Point Cloud Understanding. CoRR (2023)
Yang Liu, Shen Yan, Yuge Zhang, Kan Ren, Quanlu Zhang, Zebin Ren, Deng Cai, Mi Zhang
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning. CoRR (2023)
Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai, Xiaofei He
General Rotation Invariance Learning for Point Clouds via Weight-Feature Alignment. CoRR (2023)
Chao Xiang, Zhongming Jin, Zhengxu Yu, Xian-Sheng Hua, Yao Hu, Wei Qian, Kaili Zhu, Deng Cai, Xiaofei He
Optimizing traffic efficiency via a reinforcement learning approach based on time allocation. Int. J. Mach. Learn. Cybern. 14 (10) (2023)
Chenxi Huang, Liang Xie, Yibo Yang, Wenxiao Wang, Binbin Lin, Deng Cai
Neural Collapse Inspired Federated Learning with Non-iid Data. CoRR (2023)
Yangyi Huang, Hongwei Yi, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai
One-shot Implicit Animatable Avatars with Model-based Priors. ICCV (2023)
Zhihao Chi, Tu Zheng, Hengjia Li, Zheng Yang, Boxi Wu, Binbin Lin, Deng Cai
NormKD: Normalized Logits for Knowledge Distillation. CoRR (2023)
Xin Guo, Zhengxu Yu, Pengfei Wang, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
Urban Traffic Light Control via Active Multi-Agent Communication and Supply-Demand Modeling. IEEE Trans. Knowl. Data Eng. 35 (4) (2023)
Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
LUT-NN: Towards Unified Neural Network Inference by Table Lookup. CoRR (2023)
Xiaohu Tang, Yang Wang, Ting Cao, Li Lyna Zhang, Qi Chen, Deng Cai, Yunxin Liu, Mao Yang
LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup. MobiCom (2023)
Junkai Xu, Liang Peng, Haoran Chen, Hao Li, Wei Qian, Ke Li, Wenxiao Wang, Deng Cai
MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection. ICCV (2023)
Yangyi Huang, Hongwei Yi, Yuliang Xiu, Tingting Liao, Jiaxiang Tang, Deng Cai, Justus Thies
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans. CoRR (2023)
Yuqi Lin, Minghao Chen, Kaipeng Zhang, Hengjia Li, Mingming Li, Zheng Yang, Dongqin Lv, Binbin Lin, Haifeng Liu, Deng Cai
TagCLIP: A Local-to-Global Framework to Enhance Open-Vocabulary Multi-Label Classification of CLIP Without Training. CoRR (2023)
Junkai Xu, Liang Peng, Haoran Cheng, Hao Li, Wei Qian, Ke Li, Wenxiao Wang, Deng Cai
MonoNeRD: NeRF-like Representations for Monocular 3D Object Detection. CoRR (2023)
Chenxi Huang, Tong He, Haidong Ren, Wenxiao Wang, Binbin Lin, Deng Cai
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection. IEEE Trans. Image Process. 32 (2023)
Liang Xie, Guodong Xu, Deng Cai, Xiaofei He
X-View: Non-Egocentric Multi-View 3D Object Detector. IEEE Trans. Image Process. 32 (2023)
Senbo Yan, Liang Peng, Chuer Yu, Zheng Yang, Haifeng Liu, Deng Cai
Domain Reconstruction and Resampling for Robust Salient Object Detection. ACM Multimedia (2022)
Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning. CoRR (2022)
Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. ICLR (2022)
Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. CoRR (2022)
Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
Towards Efficient Adversarial Training on Vision Transformers. CoRR (2022)
Boxi Wu, Jindong Gu, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
Towards Efficient Adversarial Training on Vision Transformers. ECCV (13) (2022)
Liang Xie, Yibo Yang, Deng Cai, Xiaofei He
Neural Collapse Inspired Attraction-Repulsion-Balanced Loss for Imbalanced Learning. CoRR (2022)
Kuoliang Wu, Guodong Xu, Zili Liu, Haifeng Liu, Deng Cai, Xiaofei He
PointCSE: Context-sensitive encoders for efficient 3D object detection from point cloud. Int. J. Mach. Learn. Cybern. 13 (1) (2022)
Liang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Zheng Yang, Haifeng Liu, Deng Cai
Lidar Point Cloud Guided Monocular 3D Object Detection. ECCV (1) (2022)
Xiaopei Wu, Liang Peng, Honghui Yang, Liang Xie, Chenxi Huang, Chengqi Deng, Haifeng Liu, Deng Cai
Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion. CoRR (2022)
Yangyi Huang, Hongwei Yi, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai
One-shot Implicit Animatable Avatars with Model-based Priors. CoRR (2022)
Shuai Zhao, Liguang Zhou, Wenxiao Wang, Deng Cai, Tin Lun Lam, Yangsheng Xu
Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-Training. IEEE Trans. Image Process. 31 (2022)
Wenxiao Wang, Lu Yao, Long Chen, Binbin Lin, Deng Cai, Xiaofei He, Wei Liu
CrossFormer: A Versatile Vision Transformer Hinging on Cross-scale Attention. ICLR (2022)
Honghui Yang, Zili Liu, Xiaopei Wu, Wenxiao Wang, Wei Qian, Xiaofei He, Deng Cai
Graph R-CNN: Towards Accurate 3D Object Detection with Semantic-Decorated Local Graph. ECCV (8) (2022)
Tu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression. AAAI (2022)
Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xian-Sheng Hua
Apparel-Invariant Feature Learning for Person Re-Identification. IEEE Trans. Multim. 24 (2022)
Xiaopei Wu, Liang Peng, Honghui Yang, Liang Xie, Chenxi Huang, Chengqi Deng, Haifeng Liu, Deng Cai
Sparse Fuse Dense: Towards High Quality 3D Detection with Depth Completion. CVPR (2022)
Boxi Wu, Jie Jiang, Haidong Ren, Zifan Du, Wenxiao Wang, Zhifeng Li, Deng Cai, Xiaofei He, Binbin Lin, Wei Liu
Towards In-distribution Compatibility in Out-of-distribution Detection. CoRR (2022)
Yixiang Dong, Minnan Luo, Jundong Li, Deng Cai, Qinghua Zheng
LookCom: Learning Optimal Network for Community Detection. IEEE Trans. Knowl. Data Eng. 34 (2) (2022)
Xiaopei Wu, Yang Zhao, Liang Peng, Hua Chen, Xiaoshui Huang, Binbin Lin, Haifeng Liu, Deng Cai, Wanli Ouyang
Boosting Semi-Supervised 3D Object Detection with Semi-Sampling. CoRR (2022)
Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He
CLRNet: Cross Layer Refinement Network for Lane Detection. CoRR (2022)
Liang Peng, Senbo Yan, Boxi Wu, Zheng Yang, Xiaofei He, Deng Cai
WeakM3D: Towards Weakly Supervised Monocular 3D Object Detection. CoRR (2022)
Liang Peng, Xiaopei Wu, Zheng Yang, Haifeng Liu, Deng Cai
DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection. ECCV (1) (2022)
Minghao Chen, Fangyun Wei, Chong Li, Deng Cai
Frame-wise Action Representations for Long Videos via Sequence Contrastive Learning. CVPR (2022)
Cong Fu, Changxu Wang, Deng Cai
High Dimensional Similarity Search With Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. AAAI (2022)
Tu Zheng, Yifei Huang, Yang Liu, Wenjian Tang, Zheng Yang, Deng Cai, Xiaofei He
CLRNet: Cross Layer Refinement Network for Lane Detection. CVPR (2022)
Liang Peng, Xiaopei Wu, Zheng Yang, Haifeng Liu, Deng Cai
DID-M3D: Decoupling Instance Depth for Monocular 3D Object Detection. CoRR (2022)
Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai, Xiaofei He
Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification. CVPR (2022)
Zhengxu Yu, Dong Shen, Zhongming Jin, Jianqiang Huang, Deng Cai, Xian-Sheng Hua
Progressive Transfer Learning. IEEE Trans. Image Process. 31 (2022)
Minghao Chen, Renbo Tu, Chenxi Huang, Yuqi Lin, Boxi Wu, Deng Cai
Self-supervised and Weakly Supervised Contrastive Learning for Frame-wise Action Representations. CoRR (2022)
Chenxi Huang, Tong He, Haidong Ren, Wenxiao Wang, Binbin Lin, Deng Cai
OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection. CoRR (2022)
Boyuan Pan, Yazheng Yang, Bo Li, Deng Cai
Self-supervised attention flow for dialogue state tracking. Neurocomputing 440 (2021)
Hao Feng, Minghao Chen, Jinming Hu, Dong Shen, Haifeng Liu, Deng Cai
Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification. IEEE Trans. Image Process. 30 (2021)
Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu
Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS (2021)
Wenxiao Wang, Lu Yao, Long Chen, Deng Cai, Xiaofei He, Wei Liu
CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention. CoRR (2021)
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
TopNet: Learning from Neural Topic Model to Generate Long Stories. KDD (2021)
Liang Xie, Guodong Xu, Deng Cai, Xiaofei He
X-view: Non-egocentric Multi-View 3D Object Detector. CoRR (2021)
Yazheng Yang, Boyuan Pan, Deng Cai, Huan Sun
TopNet: Learning from Neural Topic Model to Generate Long Stories. CoRR (2021)
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He
Salient Object Ranking with Position-Preserved Attention. CoRR (2021)
Tu Zheng, Hao Fang, Yi Zhang, Wenjian Tang, Zheng Yang, Haifeng Liu, Deng Cai
RESA: Recurrent Feature-Shift Aggregator for Lane Detection. AAAI (2021)
Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He
ES-Net: Erasing Salient Parts to Learn More in Re-Identification. CoRR (2021)
Tu Zheng, Shuai Zhao, Yang Liu, Zili Liu, Deng Cai
SCALoss: Side and Corner Aligned Loss for Bounding Box Regression. CoRR (2021)
Boxi Wu, Heng Pan, Li Shen, Jindong Gu, Shuai Zhao, Zhifeng Li, Deng Cai, Xiaofei He, Wei Liu
Attacking Adversarial Attacks as A Defense. CoRR (2021)
Chengyu Wang, Haojie Pan, Yuan Liu, Kehan Chen, Minghui Qiu, Wei Zhou, Jun Huang, Haiqing Chen, Wei Lin, Deng Cai
MeLL: Large-scale Extensible User Intent Classification for Dialogue Systems with Meta Lifelong Learning. KDD (2021)
Liang Peng, Fei Liu, Zhengxu Yu, Senbo Yan, Dan Deng, Deng Cai
Lidar Point Cloud Guided Monocular 3D Object Detection. CoRR (2021)
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang
Learning to Caricature via Semantic Shape Transform. Int. J. Comput. Vis. 129 (9) (2021)
Liu Yang, Deng Cai
AdaDB: An adaptive gradient method with data-dependent bound. Neurocomputing 419 (2021)
Xin Guo, Zhongming Jin, Chong Chen, Helei Nie, Jianqiang Huang, Deng Cai, Xiaofei He, Xiansheng Hua
Discriminative-Generative Dual Memory Video Anomaly Detection. CoRR (2021)
Wenxiao Wang, Zhengxu Yu, Cong Fu, Deng Cai, Xiaofei He
COP: customized correlation-based Filter level pruning method for deep CNN compression. Neurocomputing 464 (2021)
Yang Liu, Tu Zheng, Jie Song, Deng Cai, Xiaofei He
DMN4: Few-shot Learning via Discriminative Mutual Nearest Neighbor Neural Network. CoRR (2021)
Dong Shen, Shuai Zhao, Jinming Hu, Hao Feng, Deng Cai, Xiaofei He
ES-Net: Erasing Salient Parts to Learn More in Re-Identification. IEEE Trans. Image Process. 30 (2021)
Minghui Qiu, Peng Li, Chengyu Wang, Haojie Pan, Ang Wang, Cen Chen, Xianyan Jia, Yaliang Li, Jun Huang, Deng Cai, Wei Lin
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CIKM (2021)
Wenxiao Wang, Minghao Chen, Shuai Zhao, Long Chen, Jinming Hu, Haifeng Liu, Deng Cai, Xiaofei He, Wei Liu
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework. ICML (2021)
Yang Liu, Weifeng Zhang, Chao Xiang, Tu Zheng, Deng Cai
Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification. CoRR (2021)
Hao Fang, Daoxin Zhang, Yi Zhang, Minghao Chen, Jiawei Li, Yao Hu, Deng Cai, Xiaofei He
Salient Object Ranking with Position-Preserved Attention. ICCV (2021)
Hao Feng, Minghao Chen, Jinming Hu, Dong Shen, Haifeng Liu, Deng Cai
Complementary Pseudo Labels For Unsupervised Domain Adaptation On Person Re-identification. CoRR (2021)
Deng Cai
A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search. IEEE Trans. Knowl. Data Eng. 33 (6) (2021)
Zili Liu, Guodong Xu, Honghui Yang, Haifeng Liu, Deng Cai
SparsePoint: Fully End-to-End Sparse 3D Object Detector. CoRR (2021)
Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu, Deng Cai
TTFNeXt for real-time object detection. Neurocomputing 433 (2021)
Liang Peng, Fei Liu, Senbo Yan, Xiaofei He, Deng Cai
OCM3D: Object-Centric Monocular 3D Object Detection. CoRR (2021)
Long Chen, Ziyu Guan, Qibin Xu, Qiong Zhang, Huan Sun, Guangyue Lu, Deng Cai
Question-Driven Purchasing Propensity Analysis for Recommendation. AAAI (2020)
Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li
Adversarial Mutual Information for Text Generation. CoRR (2020)
Wenxiao Wang, Minghao Chen, Shuai Zhao, Jinming Hu, Boxi Wu, Zhengxu Yu, Deng Cai, Haifeng Liu
Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework. CoRR (2020)
Minghui Qiu, Peng Li, Hanjie Pan, Chengyu Wang, Ang Wang, Cen Chen, Yaliang Li, Dehong Gao, Jun Huang, Yong Li, Jun Yang, Deng Cai, Wei Lin
EasyTransfer - A Simple and Scalable Deep Transfer Learning Platform for NLP Applications. CoRR (2020)
Boyuan Pan, Yazheng Yang, Zhou Zhao, Yueting Zhuang, Deng Cai
Bi-Decoder Augmented Network for Neural Machine Translation. CoRR (2020)
Guodong Xu, Wenxiao Wang, Zili Liu, Liang Xie, Zheng Yang, Haifeng Liu, Deng Cai
Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds. CoRR (2020)
Mao Gu, Zhou Zhao, Weike Jin, Deng Cai, Fei Wu
Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks. IEEE Trans. Circuits Syst. Video Technol. 30 (12) (2020)
Liang Peng, Dan Deng, Deng Cai
Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving. CoRR (2020)
Long Wei, Zhenyong Wei, Zhongming Jin, Zhengxu Yu, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
SIF: Self-Inspirited Feature Learning for Person Re-Identification. IEEE Trans. Image Process. 29 (2020)
Zhengxu Yu, Pengfei Wang, Junkai Xu, Liang Xie, Zhongming Jin, Jianqiang Huang, Xiaofei He, Deng Cai, Xian-Sheng Hua
Stable Learning via Causality-based Feature Rectification. CoRR (2020)
Yu Zhu, Jinghao Lin, Shibi He, Beidou Wang, Ziyu Guan, Haifeng Liu, Deng Cai
Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning. IEEE Trans. Knowl. Data Eng. 32 (4) (2020)
Zili Liu, Tu Zheng, Guodong Xu, Zheng Yang, Haifeng Liu, Deng Cai
Training-Time-Friendly Network for Real-Time Object Detection. AAAI (2020)
Jia Guo, Minghao Chen, Yao Hu, Chen Zhu, Xiaofei He, Deng Cai
Spherical Knowledge Distillation. CoRR (2020)
Zhengxu Yu, Yilun Zhao, Bin Hong, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
Apparel-invariant Feature Learning for Apparel-changed Person Re-identification. CoRR (2020)
Wenqing Chu, Wei-Chih Hung, Yi-Hsuan Tsai, Yu-Ting Chang, Yijun Li, Deng Cai, Ming-Hsuan Yang
Learning to Caricature via Semantic Shape Transform. CoRR (2020)
Zhijie Lin, Zhou Zhao, Zhu Zhang, Zijian Zhang, Deng Cai
Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction. IEEE Trans. Image Process. 29 (2020)
Boxi Wu, Jinghui Chen, Deng Cai, Xiaofei He, Quanquan Gu
Does Network Width Really Help Adversarial Robustness? CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Deng Cai