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ORCID1st CICAI 2021: Hangzhou, China - Part II
- Lu Fang
, Yiran Chen, Guangtao Zhai, Z. Jane Wang, Ruiping Wang, Weisheng Dong:
Artificial Intelligence - First CAAI International Conference, CICAI 2021, Hangzhou, China, June 5-6, 2021, Proceedings, Part II. Lecture Notes in Computer Science 13070, Springer 2021, ISBN 978-3-030-93048-6
Explainability, Understandability, and Verifiability of AI
- Xinyi Hu, Zhengming Zhang, Zhouyong Liu, Zhiwei Han, Luxi Yang:
Reducing Adversarial Examples Through Boundary Methods. 3-15 - Xiuyi Fan, Siyuan Liu:
Explainable AI for Classification Using Probabilistic Logic Inference. 16-26 - Mengting Xu, Tao Zhang, Zhongnian Li, Daoqiang Zhang:
A Consistency Regularization for Certified Robust Neural Networks. 27-38 - Qianqian Song, Xiangwei Kong, Ziming Wang:
Fooling Neural Network Interpretations: Adversarial Noise to Attack Images. 39-51
Machine Learning
- Fan Xu, Lijuan Duan, Yuanhua Qiao:
BPN: Bidirectional Path Network for Instance Segmentation. 55-66 - Chang Yao, Jingyu Tang, Menghan Hu, Yue Wu, Wenyi Guo, Qingli Li, Xiao-Ping Zhang:
Claw U-Net: A UNet Variant Network with Deep Feature Concatenation for Scleral Blood Vessel Segmentation. 67-78 - Shuangye Chen, Kai Xu:
Attribute and Identity Are Equally Important: Person Re-identification with More Powerful Pedestrian Attributes. 79-90 - Feng Bao:
Disentangled Variational Information Bottleneck for Multiview Representation Learning. 91-102 - Lei Fan, Qi Yang, Yang Zeng, Bin Deng, Hongqiang Wang:
Real-Time Collision Warning and Status Classification Based Camera and Millimeter Wave-Radar Fusion. 103-114 - Ziwei Zheng, Le Yang, Liejun Wang, Fan Li:
AD-DARTS: Adaptive Dropout for Differentiable Architecture Search. 115-126 - Tianshuo Feng, Xin Xu, Xiaochuan Zhang, Xinglong Zhang:
An Improved DDPG Algorithm with Barrier Function for Lane-Change Decision-Making of Intelligent Vehicles. 127-139 - Shen Yuan, Hongteng Xu:
Self-organized Hawkes Processes. 140-151 - Zhaofeng Lu, Bo Fu:
Causal Inference with Heterogeneous Confounding Data: A Penalty Approach. 152-163 - Zuoqi Tang, Feifei Shao, Long Chen, Yunan Ye, Chao Wu, Jun Xiao:
Optimizing Federated Learning on Non-IID Data Using Local Shapley Value. 164-175 - Duo Wang, Qianxia Ma, Ming Zhang, Tao Zhang:
Boosting Few-Shot Learning with Task-Adaptive Multi-level Mixed Supervision. 176-187 - Xin Xu, Liangliang Zhang, Qi Kong:
Learning Bilevel Sparse Regularized Neural Network. 188-199
Natural Language Processing
- Kun Zhang, Guangyi Lv, Meng Wang, Enhong Chen:
DGA-Net: Dynamic Gaussian Attention Network for Sentence Semantic Matching. 203-214 - Xiang Chen, Xin Xie, Zhen Bi, Hongbin Ye, Shumin Deng, Ningyu Zhang, Huajun Chen:
Disentangled Contrastive Learning for Learning Robust Textual Representations. 215-226 - Wei Pang, Ruixue Duan:
History-Aware Expansion and Fuzzy for Query Reformulation. 227-238 - Yuqing Sun, Yang Li:
Stance Detection with Knowledge Enhanced BERT. 239-250 - Jiangnan Du, Jun Chen, Suhong Wang, Jianfeng Li, Zhifeng Xiao:
Towards a Two-Stage Method for Answer Selection and Summarization in Buddhism Community Question Answering. 251-260 - Abdul Rehman, Zhen-Tao Liu, Jin-Meng Xu:
Syllable Level Speech Emotion Recognition Based on Formant Attention. 261-272 - Pengda Si, Qiang Deng, Yiru Wang, Bin Zhong, Jin Xu, Yujiu Yang:
Judging Medical Q&A Alignments in Multiple Aspects. 273-284 - Shiyun Cao, Yujiu Yang:
DP-BERT: Dynamic Programming BERT for Text Summarization. 285-296
Robotics
- Tianying Hu:
Research on Obstacle Avoidance Path Planning of Manipulator Based on Improved RRT Algorithm. 299-310 - Hongwei Mo, Xifeng Zhang:
Visual Odometer Algorithm Based on Dynamic Region Culling. 311-322 - Xiang Gao, Wei Li, Zhiqing Wen:
Viewing Angle Generative Model for 7-DoF Robotic Grasping. 323-333 - Hao Wang, Yincan Wang, Baofu Fang:
RGB-D Visual Odometry Based on Semantic Feature Points in Dynamic Environments. 334-344
Other AI Related Topics
- Rundong He, Zhongyi Han, Yu Zhang, Xueying He, Xiushan Nie, Yilong Yin:
Robust Anomaly Detection from Partially Observed Anomalies with Augmented Classes. 347-358 - Zhiyuan Zhu, Boyu Wang, Shuo Li:
A Triple-Pooling Graph Neural Network for Multi-scale Topological Learning of Brain Functional Connectivity: Application to ASD Diagnosis. 359-370 - Xinyu Yi, Yuxiao Zhou, Feng Xu:
HierarIK: Hierarchical Inverse Kinematics Solver for Human Body and Hand Pose Estimation. 371-382 - Tingyue Zheng, Ziqiang Xu, Yufan Li, Yuan Zhao, Bin Wang, Xiaochun Yang:
A Novel Conditional Knowledge Graph Representation and Construction. 383-394 - Wei Fu, Chao Yu, Yunfei Li, Yi Wu:
Unlocking the Potential of MAPPO with Asynchronous Optimization. 395-407 - Guangjian Zhang, Enhao Zhang:
A Random Opposition-Based Sparrow Search Algorithm for Path Planning Problem. 408-418 - Kaiyang Zhong, Guiquan Liu:
Communication-Efficient Federated Learning with Multi-layered Compressed Model Update and Dynamic Weighting Aggregation. 419-430
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