ST-RetNet: A Long-term Spatial-Temporal Traffic Flow Prediction Method.- Foreground-Background Partitioning and Feature Fusion for Weakly Supervised Fine-grained Image Recognition.- DARTS-CGW: Research on Differentiable Neural Architecture Search Algorithm Based on Coarse Gradient Weighting.- PanoDthNet: Depth estimation based on indoor and outdoor panoramic images.- A Supervised Domain Adaptation Method with Alignment Regularization for Low-light Facial Expression Recognition.- DiffuSaliency: Synthesizing Multi-Object Images with Masks for Semantic Segmentation Using Diffusion and Saliency Detection.- EFOA: Enhancing Out-of-Distribution Detection by Fake Outlier Augmentation.- Fine-tuning of CLIP in Few-shot Scenarios via Supervised Contrastive Learning.- A Stereo Matching Method for Specular Objects via Cascaded Network and Joint Supervision.- An Asymmetric Game Theoretic Learning Model.- Learning 360° Optical Flow using Tangent Images and Transformer.- ODAdapter: An effective method of Semi-Supervised Object Detection for Aerial Images.- Frequency-domain Transformation-based Dynamic Gesture Recognition with skeleton.- MRGN: Multiscale Relation-gated Graph Network for Entity Alignment.- Adaptive Selective Knowledge Distillation: not blindly accepting teachers as Oracles.- Periodic Iterative Segmentation-Colorization Training: Line Drawing Colorization Using Text Tag with CBAMCat.- Histogram Prediction and Equalization for Indoor Monocular Depth Estimation.- SheepNet: Rapid Sheep Face Recognition Based on Attention and Knowledge Distillation.- LPMANet:A Lightweight Partial Multilayer Aggregation Network for Tiny Drone Detection.- HiTraj: Heterogeneous Interaction Learning with Transformers for Trajectory Prediction.- Adaptive Knowledge Matching for Exemplar-Free Class-Incremental Learning Focusing on Significant Guidance: Preliminary Knowledge Guided Distillation.- ESTOR:Enumerate-Specify-Tutor Mechanism Used of Lexicon in Chinese NER.- EBSD: Short Text Sentiment Classification Using Sentence Vector Enhancement Mechanism.- CEDP-YOLO: UAV Object Detection Based on Context Enhancement and Dynamic Perception.- TLLFusion: An End-to-End Transformer-Based Method for Low-Light Infrared and Visible Image Fusion.- BD-YOLO : High-precision lightweight concrete bubble detector based on YOLOv7.- Semantic Consistency-Enhanced Refined Hashing for Fine-Grained Image Retrieval.- Frequency Feature Enhanced Mix Calibration Attention Network for Sequential Recommendation.- CFMISA: Cross-modal Fusion of Modal Invariant and Specific Representations for Multimodal Sentiment Analysis.- A Privacy-Preserving Source Code Vulnerability Detection Method.- Physically Informed Prior and Cross-Correlation Constraint for Fine-grained Road Crack Segmentation.- AFSNet: Adaptive Feature Suppression Network for Remote Sensing Image Change Detection.- BIVL-Net: Bidirectional Vision-Language Guidance for Visual Question Answering.- Enhancing Task Identification through Pseudo-OOD Features for Class-Incremental Learning.