VALOR: Vision-Audio-Language Omni-Perception Pretraining Model and Dataset

Authors: Liu, J., Chen, S., He, X., Guo, L., Zhu, X., Wang, W., Tang, J.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(2):708-724 Feb, 2025

An Efficient Contrastive Unimodal Pretraining Method for EHR Time Series Data

Authors: King, Ryan, Kodali, Shivesh, Krueger, Conrad, Yang, Tianbao, Mortazavi, Bobak J.

Source: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) Biomedical and Health Informatics (BHI), 2024 IEEE EMBS International Conference on. :1-8 Nov, 2024

Relation: 2024 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI)

Fusing Micro- and Macro-Scale Information to Predict Anticancer Synergistic Drug Combinations

Authors: Wang, X., Zhu, H., Liu, Q.

Source: IEEE Journal of Biomedical and Health Informatics IEEE J. Biomed. Health Inform. Biomedical and Health Informatics, IEEE Journal of. 29(3):2297-2309 Mar, 2025

Label Informed Contrastive Pretraining for Node Importance Estimation on Knowledge Graphs

Authors: Zhang, T., Hou, C., Jiang, R., Zhang, X., Zhou, C., Tang, K., Lv, H.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(3):4462-4476 Mar, 2025

A Transformer-Based Industrial Time Series Prediction Model With Multivariate Dynamic Embedding

Authors: Wang, C., Wang, H., Zhang, X., Liu, Q., Liu, M., Xu, G.

Source: IEEE Transactions on Industrial Informatics IEEE Trans. Ind. Inf. Industrial Informatics, IEEE Transactions on. 21(2):1813-1822 Feb, 2025

Effective Analysis of Machine and Deep Learning Methods for Diagnosing Mental Health Using Social Media Conversations

Authors: Kasanneni, Y., Duggal, A., Sathyaraj, R., Raja, S.P.

Source: IEEE Transactions on Computational Social Systems IEEE Trans. Comput. Soc. Syst. Computational Social Systems, IEEE Transactions on. 12(1):274-294 Feb, 2025

Evolved Hierarchical Masking for Self-Supervised Learning

Authors: Feng, Z., Zhang, S.

Source: IEEE Transactions on Pattern Analysis and Machine Intelligence IEEE Trans. Pattern Anal. Mach. Intell. Pattern Analysis and Machine Intelligence, IEEE Transactions on. 47(2):1013-1027 Feb, 2025

KITE-DDI: A Knowledge Graph Integrated Transformer Model for Accurately Predicting Drug-Drug Interaction Events From Drug SMILES and Biomedical Knowledge Graph

Authors: Tamir, A., Yuan, J.

Source: IEEE Access Access, IEEE. 13:40028-40043 2025

MSP-O: A Two-Stage Mask Pretraining Method With Object Focus for Remote Sensing Object Detection

Authors: Liu, W., Hu, X., Liu, Y., Zhong, P.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-14 2025

Masked Video Pretraining Advances Real-World Video Denoising

Authors: Jin, Y., Ma, X., Zhang, R., Chen, H., Gu, Y., Ling, P., Chen, E.

Source: IEEE Transactions on Multimedia IEEE Trans. Multimedia Multimedia, IEEE Transactions on. 27:622-636 2025

ProtoCLIP: Prototypical Contrastive Language Image Pretraining

Authors: Chen, D., Wu, Z., Liu, F., Yang, Z., Zheng, S., Tan, Y., Zhou, E.

Source: IEEE Transactions on Neural Networks and Learning Systems IEEE Trans. Neural Netw. Learning Syst. Neural Networks and Learning Systems, IEEE Transactions on. 36(1):610-624 Jan, 2025

ImproveYourVideos: Architectural Improvements for Text-to-Video Generation Pipeline

Authors: Arkhipkin, V., Shaheen, Z., Vasilev, V., Dakhova, E., Sobolev, K., Kuznetsov, A., Dimitrov, D.

Source: IEEE Access Access, IEEE. 13:1986-2003 2025

A Self-Supervised Pretraining Framework for Context-Aware Building Edge Extraction From 3-D Point Clouds

Authors: Yang, H., Xu, S.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 22:1-5 2025

Soft Contrastive Representation Learning for Cloud-Particle Images Captured In-Flight by the New HVPS-4 Airborne Probe

Authors: Yassin, Y., Fuller, A., Ranjbar, K., Bala, K., Nichman, L., Green, J.R.

Source: IEEE Geoscience and Remote Sensing Letters IEEE Geosci. Remote Sensing Lett. Geoscience and Remote Sensing Letters, IEEE. 22:1-5 2025

RingMoGPT: A Unified Remote Sensing Foundation Model for Vision, Language, and Grounded Tasks

Authors: Wang, P., Hu, H., Tong, B., Zhang, Z., Yao, F., Feng, Y., Zhu, Z., Chang, H., Diao, W., Ye, Q., Sun, X.

Source: IEEE Transactions on Geoscience and Remote Sensing IEEE Trans. Geosci. Remote Sensing Geoscience and Remote Sensing, IEEE Transactions on. 63:1-20 2025

Generalizable Prompts Guided by Image-Redundant Separation for Vehicle Reidentification

Authors: Kuang, Z., Cheng, L., Zhang, H., Huang, Y., Ding, X.

Source: IEEE Internet of Things Journal IEEE Internet Things J. Internet of Things Journal, IEEE. 12(1):698-712 Jan, 2025

Towards Robust mmWave-based Human Activity Recognition using Large Simulated Dataset for Model Pretraining

Authors: Joshi, Vinay, Xu, Shengkai, Cao, Qiming, Zhu, Yi, Wang, Pu, Xue, Hongfei

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :7332-7337 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Exploring Real-Time Model Augmentation and Pretraining for Optimized Road Damage Detection

Authors: Vishwakarma, Rahul

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :8469-8478 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

BERT-Based Semantic Relations Extraction from Large-scale Medical Datasets

Authors: Hammami, Aya, Abdallah Ben Lamine, Sana Ben, Baazaoui, Hajer

Source: 2024 IEEE International Conference on Big Data (BigData) Big Data (BigData), 2024 IEEE International Conference on. :6460-6468 Dec, 2024

Relation: 2024 IEEE International Conference on Big Data (BigData)

Warm-Starting Contextual Bandits Under Latent Reward Scaling

Authors: Oetomo, Bastian, Perera, R. Malinga, Borovica-Gajic, Renata, Rubinstein, Benjamin I.P.

Source: 2024 IEEE International Conference on Data Mining (ICDM) ICDM Data Mining (ICDM), 2024 IEEE International Conference on. :360-369 Dec, 2024

Relation: 2024 IEEE International Conference on Data Mining (ICDM)