Abstract is missing.
- Time-Series Representation Learning via Heterogeneous Spatial-Temporal Contrasting for Remaining Useful Life PredictionZhixin Huang, Yujiang He, Chandana Priya Nivarthi, Bernhard Sick, Christian Gruhl. 1-21 [doi]
- CCPL: Cross-Modal Contrastive Protein LearningJiangbin Zheng, Stan Z. Li. 22-38 [doi]
- Box2Flow: Instance-Based Action Flow Graphs from VideosJiatong Li 0001, Kalliopi Basioti, Vladimir Pavlovic 0001. 39-55 [doi]
- Learning Geometry of Pose Image Manifolds in Latent Spaces Using Geometry-Preserving GANsShenyuan Liang, Benjamin Beaudett, Pavan K. Turaga, Saket Anand, Anuj Srivastava. 56-72 [doi]
- MOMA: Contrastive Learning Distills Better Masked AutoencodersYuchong Yao, Nandakishor Desai, Marimuthu Palaniswami. 73-88 [doi]
- Leveraging Cross-Augmentation Consensus and Conflict for Semi-supervised Semantic SegmentationJunhao Cao, Junyi Chen, Sibo Huang, Dongyu Zhang. 89-104 [doi]
- Event-Aware Multi-component (EMl) Loss for Fraud DetectionTarun Somavarapu, Anand Vir Singh, Maneet Singh, Shraddha Pandey, Shantanu Verma, Kushagra Agarwal. 105-119 [doi]
- A Simple Heuristic for Controlling Human Workload in Learning to DeferAndrew Ponomarev. 120-130 [doi]
- Explore Statistical Properties of Undirected Unweighted Networks from Ensemble ModelsXunda Zhao, Xing Wu 0001, Jianjia Wang. 131-145 [doi]
- Evaluation of Machine Learning Techniques for Classification of Surface Roughness of Machined Samples using Laser Speckle Imaging TechniqueShanta Hardas Patil. 146-159 [doi]
- Model Selection with a Shapelet-Based Distance Measure for Multi-source Transfer Learning in Time Series ClassificationJiseok Lee, Brian Kenji Iwana. 160-175 [doi]
- DACOA: Diffusion-Aligned Coherent Augmentation and Consistency Constraint Strategies for Federated Domain GeneralizationGuangshuo Wang, Yuesheng Zhu, Guibo Luo. 176-191 [doi]
- Collaborative Domain Alignment for Multi-source Domain AdaptationYuanyuan Xu, Meina Kan, Zhilong Ji, Jinfeng Bai, Shiguang Shan, Xilin Chen 0001. 192-207 [doi]
- Edge-Guided and Cross-Scale Feature Fusion Network for Efficient Multi-contrast MRI Super-ResolutionZhiyuan Yang, Bo Zhang, Zhiqiang Zeng, Si Yong Yeo. 208-218 [doi]
- Dual-ResShift: Dual-Input Separated Features Residual Shift Diffusion Model for CTA Image Super-ResolutionFeng Jiang, Jing Wen, Yi Wang. 219-233 [doi]
- Multi-Block U-Net for Wind Noise Reduction in Hearing AidsArth J. Shah, Manish Suthar, Hemant A. Patil. 234-249 [doi]
- A Cascading Approach with Vision Transformers for Age-Related Macular Degeneration Diagnosis and ExplainabilityAinhoa Osa-Sanchez, Hossam Magdy Balaha, Ali Mahmoud 0001, Mostafa Abdelrahim, Mohamed Khudri, Begonya Garcia-Zapirain, Ayman El-Baz. 250-265 [doi]
- DCRUNet++: A Depthwise Convolutional Residual UNet++ Model for Brain Tumor SegmentationYash Sonawane, Maheshkumar H. Kolekar, Agnesh Chandra Yadav, Gargi Kadam, Sanika Tiwarekar, Dhananjay R. Kalbande. 266-280 [doi]
- DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness DetectionGourav Siddhad, Sayantan Dey, Partha Pratim Roy 0001. 281-295 [doi]
- EEG-Based Reaction Time Prediction Using Covariance Augmented 2D Convolutional Neural NetworkAdarsh V. Parekkattil, Sanjeev Kumar Varun, Tharun Kumar Reddy. 296-310 [doi]
- Uncertainty-RIFA-Net: Uncertainty Aware Robust Information Fusion Attention Network for Brain Tumors Classification in MRI ImagesJoy Dhar, Kapil Rana, Puneet Goyal. 311-327 [doi]
- Auxiliary Information Guided Segmentation for the Clinical Target Volume of Cervical CancerShiyun Wang, Yongchao Xu. 328-343 [doi]
- Synthetic Images with Dense Annotations and Ensemble Learning for DFU SegmentationPin Xu, Xiongjiang Xiao, Weimin Yuen, Yanyi Li, Kuan Li, Jianping Yin. 344-358 [doi]
- SWJEPA: Improving Prostate Cancer Lesion Detection with Shear Wave Elastography and Joint Embedding Predictive ArchitecturesMarkus Bauer, Adam Gurwin, Christoph Augenstein, Bogdan Franczyk, Bartosz Malkiewicz. 359-375 [doi]
- AdaSVaT: Adaptive Singular Value Thresholding for Adversarial Detection in Fundus ImagesNirmal Joseph, Sudhish N. George, P. M. Ameer, Kiran Bylappa Raja. 376-391 [doi]
- A New AI System for Precise Grading of HCC Based on Analyzing DW-MRI Radiomics and Alpha-fetoprotein as Liver Cancer Clinical MarkerAbdelrhman Elkhouly, Ahmed Alksas, Gehad A. Saleh, Mohamed Shehata, Abdelrahman Karawia, Mohammed Ghazal, Sohail Contractor, Ayman El-Baz. 392-407 [doi]
- Detection of Extremely Sparse Key Instances in Whole Slide Cytology Images via Self-supervised One-class Representation LearningSwarnadip Chatterjee, Orcun Göksel, Natasa Sladoje, Joakim Lindblad. 408-421 [doi]
- Hybrid CNN-LSTM Framework for Enhanced Congestive Heart Failure Diagnosis: Integrating GQRS DetectionAditya Oza, Sanskriti Patel, Bhavesh S. Gyanchandani, Abhinav Roy, Santosh Kumar 0006. 422-437 [doi]
- A Multimodal MRI-based Framework for Thyroid Cancer Diagnosis Using eXplainable Machine LearningAhmed Sharafeldeen, Hossam Magdy Balaha, Ali Mahmoud 0001, Reem Khaled, Saher Taman, Manar Mansour Hussein, Mohammed Ghazal, Ayman El-Baz. 438-452 [doi]