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Publication date Communities Collections Article title Author(s) Journal/Conference
24 Apr 2025 SERC Singapore Institute of Manufacturing Technology ADVERSARIAL GENERATIVE FLOWNETWORK FOR SOLVING VEHICLE ROUTING PROBLEMS Xu Chi International Conference on Learning Representations (ICLR) 2025
15 Apr 2025 SERC Institute for Infocomm Research Double Oracle Neural Architecture Search for Game Theoretic Deep Learning Models Aye Phyu Phyu Aung, Xinrun Wang, Ruiyu Wang, Hau Chan, Bo An, Xiaoli Li, Senthilnath Jayavelu IEEE Transactions on Image Processing
23 Aug 2024 SERC Institute of High Performance Computing  A surrogate-assisted extended generative adversarial network for parameter optimization in free-form metasurface design Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu Neural Networks
30 Jul 2024 SERC Institute for Infocomm Research Unsupervised Latent Regression through Information Maximization - Contrastive Regularized GAN Vicky Sintunata, Siying Liu, Dinh Nguyen Van, Zhao Yong Lim, Ryan Lee Zhikuan, Yue Wang, Jack Ho Jun Feng, Karianto Leman 2024 IEEE Conference on Artificial Intelligence (CAI)
27 Jun 2024 SERC Institute for Infocomm Research Talking Face Generation via Face Mesh - Controllability without Reference Videos Ali Köksal, Qianli Xu, Joo Hwee Lim IEEE Conference on Artificial Intelligence (CAI)
30 Apr 2024 SERC Institute of High Performance Computing  Generative Adversarial Ranking Nets Yinghua Yao, Yuangang Pan, Jing Li, Ivor Tsang, Xin Yao Journal of Machine Learning Research
14 Feb 2024 SERC Institute for Infocomm Research FairTL: A Transfer Learning Approach for Bias Mitigation in Deep Generative Models Christopher T. H. Teo, Milad Abdollahzadeh, Ngai-Man Cheung IEEE Journal of Selected Topics in Signal Processing
21 Aug 2023 SERC Institute for Infocomm Research Upsampling Data Challenge: Object-aware Approach for 3D Object Detection in Rain Richard Capraru, Jiangang Wang, Boon Hee Soong Advanced Concepts for Intelligent Vision Systems (Acivs 2023)
23 Aug 2021 SERC Institute for Infocomm Research Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning Ling Huang, Deruo Cheng, Xulei Yang, Tong Lin, Yiqiong Shi, Kaiyi Yang, Bah Hwee Gwee, Bihan Wen 2021 IEEE International Conference on Image Processing (ICIP)
23 Aug 2021 SERC Institute for Infocomm Research Systematic Analysis of Circular Artifacts for Stylegan Way Tan, Bihan Wen, Cen Chen, Zeng Zeng, Xulei Yang 2021 IEEE International Conference on Image Processing (ICIP)