Award -- Quantized Separable Residual Network for Facial Expression Recognition on FPGA -- Hole-peg Assembly Strategy Based On Deep Reinforcement Learning -- EEG-based Emotion Recognition Using Convolutional Neural Network with Functional Connections -- Fast barcode detection method based on ThinYOLOv4 -- The Realtime Indoor Localization for Unmanned Aerial Vehicle -- Algorithm -- L1-norm and Trace Lasso based Locality Correlation Projection -- Episodic Training for Domain Generalization Using Latent Domains -- A Novel Attitude Estimation Algorithm Based on EKF-LSTM Fusion Model -- METAHACI: Meta-learning for Human Activity Classification from IMU Data -- Fusing Knowledge and Experience with Graph Convolutional Network for Cross-task Learning in Visual Cognitive Development -- Factored Trace Lasso based Linear Regression Methods: Optimizations and Applications -- Path Planning and Simulation Based on Cumulative Error Estimation -- MIMF: Mutual Information-driven Multimodal Fusion -- Application -- Spatial Information Extraction of Panax Notoginseng Fields Using Multi-algorithm and Multi-sample Strategy-based Remote Sensing Techniques -- Application of Convolution BLS in AI Face-changing Problem -- Cognitive Calculation Studied for Smart System to Lead Water Resources Management -- A Robotic Arm Aided Writing Learning Companion for Children -- Design and Implement of Omnidirectional Mobile Robot Platform with Remote Visual Control -- AG-DPSO: Landing Position Planning Method for Multi-node Deep Space Explorer -- A New Paralleled Semi-supervised Deep Learning for Remaining Useful Life Prediction -- Balancing Task Allocation in Multi-robot Systems using AdpK-means Clustering Algorithm -- Reinforcement Learning for Extreme Multi-label Text Classification -- Manipulation -- Multimodal Object Analysis with Auditory and Tactile Sensing using Recurrent Neural Networks -- A Novel Pose Estimation Method of Object in Robotic Manipulation using Vision-based Tactile Sensor -- Design and Implementation of pneumatic soft gripper with suction and grasp composite structure -- Movement Primitive Libraries Learning for Industrial Manipulation Tasks -- Guided Deep Reinforcement Learning for Path Planning of Robotic Manipulators -- Large-scale multi-agent reinforcement learning based on weighted mean field -- Selective Transition Collection in Experience Replay -- Design and Grasping Experiments of Soft Humanoid Hand with Variable Stiffness -- Bioinformatics -- Prediction the age of human brains from gene expression -- Deep LSTM Transfer Learning for Personalized ECG Anomaly Detection on Wearable Devices -- Reflection on AI: The cognitive difference between libraries and scientists -- A Review of Research on Brain-Computer Interface Based on Imagined Speech -- A Survey of Multimodal Human-Machine Interface -- A Logistic Regression Based Framework for Spatio-temporal Feature Representation and Classification of Single-trial EEG -- Biometric Traits Share Patterns -- Cervical Cell Detection Benchmark with Effective Feature Representation -- Vision A -- Image Fusion for Improving Thermal Human Face Image Recognition -- Automatic Leaf Recognition Based on Attention DenseNet -- Semantic Segmentation for Evaluation of Defects on Smartphone Screens -- Image Clipping Strategy of Object Detection for Super Resolution Image in Low Resource Environment -- Image Quality Assessment with Local Contrast Estimator -- Application of Broad learning system for image classification based on deep features -- Emotion Recognition Based on Graph Neural Networks -- A Light-Weight Stereo Matching Network with Color Guidance Refinement -- Vision B -- Overview of Monocular Depth Estimation Based on Deep Learning -- Non-contact physiological parameters detection based on MTCNN and EVM -- Texture Classification of a Miniature Whisker Sensor with Varied Contact Pose -- Semantic-based Road Segmentation for High-Definition Map Construction -- Transformer Region Proposal for Object Detection -- A Feature Fusion based Object Tracking Algorithm -- Detection and Reconstruction of Transparent Objects with Infrared Projection-based RGB-D Cameras -- Autonomous Vehicles -- A Simulation-to-Real Autonomous Driving System Based on End-to-End Learning -- Underwater SLAM Based On Forward-Looking Sonar -- Robust Visual Odometry Using Semantic Information in Complex Dynamic Scenes -- A Multi-Sensor Data Fusion Method based on Improved XGBoost Model for AGV Localization -- Multi UAV Target Tracking based on the Vision and Communication Information -- An Accurate Positioning Method for Robotic Manipulation Based on Vision and Tactile Sensors.