Pattern Recognition and Computer Vision

Contextual Feature-Based Medical Visual Question Answering Aided by Learnable Matrix.- ImgQuant: Towards adversarial defense with robust boundary via dual-image quantization.- Swelling-ViT: Rethink Data-efficient Vision Transformer from Locality.- Target-Specific Domain Adaptation via Geometry-Correlation Prediction for Point Cloud.- Dual-stream Network of Vision Mamba and CNN with Auto-scaling for Remote Sensing Image Segmentation.- PRM: A Pixel-Region-Matching Approach for Fast Video Object Segmentation.- A Novel Combined GAN for Defects Generation using Masking Mechanisms.- Semi-supervised lightweight fabric defect detection.- Semi-adaptive Synergetic Two-way Pseudoinverse Learning System.- Invariant Risk Minimization Augmentation for Graph Contrastive Learning.- Enhancing Fast Adversarial Training with Learnable Adversarial Perturbations.- DTAFORMER: Directional Time Attention Transformer For Long-Term Series Forecasting.- Unpaired Multi-scenario Sketch Synthesis via Texture Enhancement.- ISO-VTON: Fine-Grained Style-Local Flows with Dual Cross-Attention for Immersive Outfitting.- Near-surface Air Temperature Inversion Study Based on U-Net Family with Multi-source Data.- Relation Detection with Transformers for Panoptic Scene Graph Generation.- WEDNet: A Wavelet Enhanced Detail Network for Low-Light Image Enhancement.- Textureness-Aware Neural Network for Edge Detection.- Enhancing the Transferability and Stealth of Deepfake Detection Attacks Through Latent Diffusion Models.- Backdoor Richer Watermarks using Dynamic Mask Covering for Dual Identity Verification.- Pedestrian Trajectory Prediction using Spatio-Temporal VAE.- Real-Time DEtection TRansformer with Bi-Level Routing Attention.- NFP-UNet: Deep Learning Estimation of Placeable Areas for 2D Irregular Packing.- Advancements in Photorealistic Style Translation with a Hybrid  Generative Adversarial Network.- Transformer Image Quality Assessment Based on Multi-Directional Feature Extraction.- MRGAN: LightWeight Monaural Speech Enhancement using GAN Network.- Data augmentation guided Decouple Knowledge Distillation for low-resolution fine-grained image classification.- GAN-Diffusion Relay Model: Advancing Semantic Image Synthesis.- Virtual Student Distribution Knowledge Distillation for Long-tailed Recognition.- Open-Vocabulary Instance Segmentation-Boundary IS-Goal.- 3DLaneFormer: End-to-End 3D Lane Detection with Voxel Descriptors.- More Like Real World Game Challenge for Partially Observable Multi-Agent Cooperation.- Centroid-centered Modeling for Efficient Vision Transformer Pre-training.- Spectral–Spatial Blockwise Masked Transformer With Contrastive Multi-View Learning for Hyperspectral Image Classification.- Local reactivation for communication efficient federated learning based on sparse gradient deviation.