| 2026-10-23 | Towards minute-level pedestrian trajectory prediction in crowded traffic scenarios | Pattern Recognition | Yonghao Dong, Sanping Zhou, Gang Hua et al. | Xi'an Jiaotong University; Amazon (United States) |
| 2026-10-23 | HDHKT: Heterogeneous graph and difficulty-aware hypergraph fusion for knowledge tracing | Pattern Recognition | Hao Wang, Xianglian Peng, Weigang Lu et al. | Ocean University of China; Qingdao University; Qingdao University of Science and Technology; … |
| 2026-10-23 | Multi-scale wavelet convolutional sampling and cross-stage feature enhancement reconstruction for image compressed sensing | Pattern Recognition | Le Qin, Zenan Xiong, Jingyao Gong et al. | Nanchang Normal University; Jiangxi Normal University; Jiangsu University; … |
| 2026-10-23 | MET-FR: Mamba-enhanced Transformer with feature rectification for hyperspectral and LiDAR data fusion and classification | Pattern Recognition | Yining Feng, Wei Cheng, Zhenhua Mu et al. | Dalian University; Liaoning Normal University |
| 2026-10-21 | CIDNet: Collaborative uncertainty-aware learning of invariance and discrimination for cross-view geo-localization | Pattern Recognition | Jianghua Li, Yixin He, Yabo Hui et al. | Xi'an University of Technology |
| 2026-10-21 | Quantum heterogeneous graph attention network | Pattern Recognition | Wenjie Liu, Bohan Du, Qingshan Wu | Nanjing University of Information Science and Technology |
| 2026-10-21 | VOGUE: Sequence-adaptive online graph tracking with virtual long-term memory | Pattern Recognition | Yuhao Wei, Shoudong Han, Wenbo Zheng et al. | Huazhong University of Science and Technology |
| 2026-10-21 | STATIC: Surface-normal-guided Two-branch Alignment and Temporal Integration for Consistent Video Depth Estimation | Pattern Recognition | Sunghun Yang, Minhyeok Lee, Suhwan Cho et al. | |
| 2026-10-20 | Boosting the understanding ability of diffusion model with masked image modeling | Pattern Recognition | Jianning Pei, Yingchao Feng, Hanbo Bi et al. | Chinese Academy of Sciences; Aerospace Information Research Institute; University of Chinese Academy of Sciences |
| 2026-10-19 | Nothing beyond randomness is required for forward-forward learning | Pattern Recognition | Yue Zhou, Xiaofang Hu, Shukai Duan | |
| 2026-10-19 | KeyMorph: Learning parameter-efficient network activation for deep steganography | Pattern Recognition | Fanye Kong, Yu Zheng, Lei Chen et al. | Tsinghua University |
| 2026-10-19 | Universal Incremental Learning: Mitigating Confusion from inter- and intra-task distribution randomness | Pattern Recognition | Yi Zhou, Jinsong Shi, Sheng Luo et al. | |
| 2026-10-19 | Removal notice to “Optimized gated spatiotemporal graph attention network based diagnosis of facial expression through video games” [Pattern Recognition 175 (2026) 112991] | Pattern Recognition | Dr. Purushottama Rao K, S Uma, Vijayaraj N et al. | |
| 2026-10-19 | Collaborative unsupervised low-light image enhancement with lookup tables and targeted denoising | Pattern Recognition | Jin Cui, Linwei Fan, Huiyu Li et al. | Shandong University of Finance and Economics; Shandong University |
| 2026-10-18 | Mitigating hallucinations in Multimodal Large Language Models via Token-Aware Visual Enhancement | Pattern Recognition | Wenwang Huang, Keyu Chen, Junjie Wang et al. | Harbin Institute of Technology |
| 2026-10-17 | Implicit cross-domain synergy: Towards haze removal via integrating spectral priors with State Space Models | Pattern Recognition | Weichao Yi, Chao Lu, Wenze Shi et al. | Nanchang Hangkong University; Beijing Institute of Technology; Monash University Malaysia; … |
| 2026-10-17 | FS-MLGB: Multi-level granular-ball representation using label distribution for multi-label feature selection | Pattern Recognition | Yuxin Zhao, Pengfei Zhang, Maolin Xiao et al. | Chengdu University of Traditional Chinese Medicine; Sichuan University; Guangzhou University; … |
| 2026-10-17 | Noise-resilient video crowd counting via binarized motion-guided multi-path spatio-temporal modeling | Pattern Recognition | Miaogen Ling, Jixuan Chen, Shuyang Ye et al. | Nanjing University of Information Science and Technology; Southeast University |
| 2026-10-17 | Synergizing frequency-domain modulation and hierarchical feature refinement for small object detection in UAV imagery | Pattern Recognition | Zhipeng Zhang, Yangjie Wei | Northeastern University |
| 2026-10-17 | Spatial–frequency collaborative learning for infrared image super-resolution | Pattern Recognition | Yang Wang, Xiangyue Zheng, Shuanglin Wu et al. | National University of Defense Technology; Institute of Optics and Electronics, Chinese Academy of Sciences |
| 2026-10-17 | Multi-view collaborative consistency for light field depth estimation | Pattern Recognition | Yi Pan, Mengkai Yan, Daoheng Li et al. | Nanjing University of Science and Technology; Hohai University |
| 2026-10-17 | MonoPRIO: Adaptive prior conditioning for unified monocular 3D object detection | Pattern Recognition | Leon Davies, Qinggang Meng, Mohamad Saada et al. | Loughborough University; University of Southern Denmark |
| 2026-10-16 | DGKT: Dual Graph Kernel Transformer for graph classification | Pattern Recognition | Lixiang Xu, Weixin Yu, Zezhou Wang et al. | Hefei University; Hefei Institute of Technology; Beijing Normal University; … |
| 2026-10-16 | Semi-supervised multi-view classification: A convex formulation and its multi-kernel extension | Pattern Recognition | Jingyu Wang, Yidi Wang, Feiping Nie et al. | Northwestern Polytechnical University; China Telecom (China); China Telecom |
| 2026-10-14 | VLKD-YOLO: A semantic-aware visual-language distillation framework for lightweight underwater object detection | Pattern Recognition | Chuanyi Zhang, Ruiyang Wang, Xinlei Zhang et al. | Hohai University |
| 2026-10-14 | TDCount: Thermal-only crowd counting for privacy-conscious deployment | Pattern Recognition | Yifei Qian, Zhongliang Guo, Yan Lin et al. | University of Nottingham; University of Aberdeen; Newcastle University; … |
| 2026-10-14 | Self-promotion learning with label prediction and revision for SVM | Pattern Recognition | Zhihui Lai, Yifei Song, Heng Kong et al. | Shenzhen University; Shenzhen Bao'an District People's Hospital; Shenzhen Institute of Information Technology; … |
| 2026-10-14 | Mitigating domain shift in federated learning via intra- and inter-domain prototypes | Pattern Recognition | Huy Q. Le, Ye Lin Tun, Yu Qiao et al. | Kyung Hee University; University of Da Nang; Viện Khoa học và Công nghệ số |
| 2026-10-14 | FasterAD: Faster and more precise multi-class unsupervised anomaly detection and localization | Pattern Recognition | Pengjie Tan, Zhen Chen, Wai Keung Wong | Hong Kong Polytechnic University |
| 2026-10-13 | A3AD: Enhancing CLIP with Triple-Aware Learning for Zero-Shot Anomaly Detection | Pattern Recognition | Aimin Feng, Junjie Zheng, Keyang Yu et al. | Nanjing University of Science and Technology; Nanjing University of the Arts; Nanjing University; … |
| 2026-10-13 | 3D HyFormer: A hybrid transformer with dense-sparse attention for point cloud semantic segmentation | Pattern Recognition | 焦志强 Jiao Zhiqiang, 王康年 Wang Kangnian, Yanhan Zhang et al. | Tianjin University; Tiangong University |
| 2026-10-12 | Gaussian Splatting for real-time scene reconstruction: Methods, systems, and trade-offs | Pattern Recognition | Ashim Dahal, Rabab Abdelfattah, Nick Rahimi | University of Southern Mississippi |
| 2026-10-12 | P2L-CA: An effective parameter tuning framework for rehearsal-free Multi-Label Class-Incremental Learning | Pattern Recognition | Songlin Dong, Jiangyang Li, Chenhao Ding et al. | Shenzhen University of Advanced Technology; Xi'an Jiaotong University |
| 2026-10-11 | Graph-Guided Retrieval-Augmented Causal Discovery with LLM reasoning for nonlinear chemical processes | Pattern Recognition | Xiaodong Qin, Junxiao Ren, Qiang Li et al. | Southwest University of Science and Technology; Huafon Group (China) |
| 2026-10-11 | HGMamSurv: a hypergraph mamba network for cancer survival prediction on whole slide images | Pattern Recognition | Saisai Ding, Yihan Deng, Jiawei Sun et al. | Chinese Academy of Sciences; Suzhou Institute of Biomedical Engineering and Technology |
| 2026-10-11 | Causal graph representation learning for robust out-of-distribution crop pest recognition | Pattern Recognition | LI Guangke, Yue Teng, Chenghui Lin et al. | Hefei University |
| 2026-10-10 | CheXPO-v2: Preference optimization for chest X-ray VLMs with knowledge graph consistency | Pattern Recognition | Yuxuan An, Xiao Liang, Di Wang et al. | Xidian University; Capital Medical University |
| 2026-10-10 | Adaptive graph representation with dual-view consistency for incomplete multi-label learning | Pattern Recognition | Ting Wang, Yitian Xu | China Agricultural University |
| 2026-10-10 | HiT-GEN: A hierarchical text-guided network for domain-generalized hyperspectral image classification | Pattern Recognition | Rong Liu, Jianan Wang, Ying Sun et al. | Sun Yat-sen University; Wuhan University; State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing |
| 2026-10-10 | Variational graph-based semi-supervised learning | Pattern Recognition | Sebastian Salwig, Till Kahlke, Jörg Lücke | Universität Innsbruck |
| 2026-10-10 | Comprehensive review of GANs and diffusion models in multimodal 3D medical image conversion | Pattern Recognition | Nan Jiang, 李皓塱, Xiao Teng et al. | Central South University; Hunan Children's Hospital; National University of Defense Technology; … |
| 2026-10-10 | LDOFormer: Low-rank and Decorrelation-regularized Transformer for 3D human pose estimation | Pattern Recognition | Yu Zou, Zhigeng Pan, Xianxuan Lin et al. | Nanjing University of Information Science and Technology; Jiangsu Open University |
| 2026-10-10 | TACoS: Weakly supervised learning of two-dimensional materials from scribble annotations to precise segmentation | Pattern Recognition | Jiabei Chen, Liping Zhang, Jiangbin Wu et al. | Chinese Academy of Sciences; Institute of Semiconductors; University of Chinese Academy of Sciences |
| 2026-10-10 | Domain-Shared Learning and Gradual Alignment for Unsupervised Domain Adaptation Visible–Infrared person Re-Identification | Pattern Recognition | Nianchang Huang, Yi Xu, Ruida Xi et al. | |
| 2026-10-10 | Progressive language-guided visual learning for multi-task visual grounding | Pattern Recognition | Jingchao Wang, Hong Wang, Wenlong Zhang et al. | Xi'an Jiaotong University; Shanghai Artificial Intelligence Laboratory; East China Normal University; … |
| 2026-10-09 | Decoupled reverse Kullback–Leibler: Rethinking knowledge distillation loss for bridging GNNs and MLPs | Pattern Recognition | Shaokai Xu, Muyang Li, Qiyan Huang et al. | Qingdao University of Science and Technology; University of Chinese Academy of Sciences; Sino-Danish Centre for Education and Research |
| 2026-10-09 | MaskCL: Mask-driven Cross-Modal Collaborative Learning for multimodal anomaly detection | Pattern Recognition | Jianfeng Li, Wen Wang, Yuyao Liu et al. | Beijing Jiaotong University |
| 2026-10-09 | Conditional Multimodal Alignment for few-shot class-incremental 3D point cloud classification | Pattern Recognition | Lei Xia, Zecheng Sheng, Ling Fan et al. | Tongji University; The University of Sydney; Shanghai University |
| 2026-10-09 | A multimodal diagnosis model combining multi-granularity contrastive learning and quality-aware adaptive fusion | Pattern Recognition | Ruiquan Ge, Zhipeng Wang, Deqiang Xiao et al. | Hangzhou Dianzi University; Shenzhen Research Institute of Big Data; Beijing Institute of Technology; … |
| 2026-10-09 | Graph-guided tensor shrinkage with adaptive representative graph fusion for multi-view clustering | Pattern Recognition | Dali Wang, Wei Lan, Qingfeng Chen et al. | Guangxi University; Shenzhen University; Shenzhen Technology University; … |