Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey).
Trans. Mach. Learn. Res., 2025
NeuroCine: Decoding Vivid Video Sequences from Human Brain Activties.
CoRR, 2024
Prompt Your Brain: Scaffold Prompt Tuning for Efficient Adaptation of fMRI Pre-trained Model.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Cinematic Mindscapes: High-quality Video Reconstruction from Brain Activity.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Seeing Beyond the Brain: Conditional Diffusion Model with Sparse Masked Modeling for Vision Decoding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Negative-ResNet: noisy ambulatory electrocardiogram signal classification scheme.
Neural Comput. Appl., 2021