A Unified MultItask Network for zero-shot M/EEG visual Decoding (referred to UMind), including visual stimulus retrieval, classification, and reconstruction, where multiple tasks mutually enhance each other.
☆19Jun 11, 2026Updated 4 months ago
Alternatives and similar repositories for UMind
Users that are interested in UMind are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [AAAI 2026] Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment☆20Dec 16, 2025Updated 10 months ago
- NeuroBridge (AAAI 2026): Self-Supervised EEG-to-Image Decoding.☆51Sep 3, 2026Updated last month
- ☆17Feb 7, 2026Updated 8 months ago
- Reconstructing Visual Percepts from EEG☆40May 16, 2025Updated last year
- The code repository for "MB2C: Multimodal Bidirectional Cycle Consistency for Learning Robust Visual Neural Representations" in PyTorch☆24Nov 24, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [BMVC 2023] Zero-shot Composed Text-Image Retrieval☆55Nov 26, 2024Updated last year
- Official code for CVPR 2024 paper, "Audio-Visual Segmentation via Unlabeled Frame Exploitation""☆19Jul 7, 2024Updated 2 years ago
- TDBRAIN EEG Database pre-processing code☆28May 8, 2024Updated 2 years ago
- [TNSRE 23] Global Adaptive Transformer for Cross-Subject EEG Classification.☆33Jan 11, 2024Updated 2 years ago
- [ACM MM 2025 Oral] Reproducible multimodal neural embeddings for EEG, MEG, and fMRI visual retrieval, reconstruction, and captioning.☆39Jun 19, 2026Updated 3 months ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 4 years ago
- ☆57Nov 7, 2025Updated 11 months ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆217Jul 18, 2025Updated last year
- A toolkit for modeling and simulation of cloud-native applications.☆16Aug 4, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [EMBC-2025] PyTorch implementation of EEG-PatchFormer☆14Apr 9, 2025Updated last year
- Implementation of Weakly Orthogonal Conjugate Contrast Analysis, with code for related EEG data analysis☆15Dec 13, 2024Updated last year
- Coming soon~☆14Jul 15, 2025Updated last year
- Official repository of the CineBrain☆23Mar 1, 2026Updated 7 months ago
- Benchmark of data augmentations for EEG (code from Rommel, Paillard, Moreau and Gramfort, "Data augmentation for learning predictive mode…☆50Oct 27, 2022Updated 3 years ago
- The GitHub repository contains the online system code derived from the 'visual tracking brain-computer interface' research. This code enc…☆13Jan 24, 2024Updated 2 years ago
- An implementation of ACGAN with adversarial loss and training algorithm from Improved WGAN.☆10Jan 2, 2019Updated 7 years ago
- [TAFFC-2025] Hugging Rain Man: A Novel Facial Action Units Dataset for Analyzing Atypical Facial Expressions in Children with Autism Spec…☆27Feb 15, 2026Updated 8 months ago
- ☆54Apr 3, 2025Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This is the public code of "Decouple before Align: Visual Disentanglement Enhances Prompt Tuning"☆23Oct 16, 2025Updated last year
- ☆14Apr 23, 2025Updated last year
- Using GAN to create synthetic and partially synthetic EEG data to augment training sets for motor imagery interaction tasks☆13Aug 27, 2019Updated 7 years ago
- The official code for paper entitled "TRCA-Net: Using TRCA filters to boost the SSVEP classification with convolutional neural network" a…☆14Jul 18, 2023Updated 3 years ago
- ☆12Dec 7, 2023Updated 2 years ago
- Data release for Step Differences in Instructional Video (CVPR24)☆15Jun 19, 2024Updated 2 years ago
- Code for paper MS-MDA: Multisource Marginal Distribution Adaptation for Cross-subject and Cross-session EEG Emotion Recognition☆118Oct 22, 2025Updated 11 months ago
- DDGCNN for ssvep☆15Dec 6, 2023Updated 2 years ago
- Explore the differences between sliding window and full-epoch models on MEG data and use PFI to uncover neuroscientific insights.☆18May 21, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆11Jun 12, 2023Updated 3 years ago
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆43Jul 19, 2025Updated last year
- Code and Dataset release of "Carpe Diem: On the Evaluation of World Knowledge in Lifelong Language Models" (NAACL 2024)☆10Oct 16, 2024Updated 2 years ago
- The codes of paper: "Reconstructing Perceptive Images from Brain Activity by Shape-Semantic GAN". This demo takes the published fMRI data…☆13Dec 12, 2020Updated 5 years ago
- ☆11Oct 12, 2022Updated 4 years ago
- Mouse Brain in the Model Zoo☆21May 11, 2022Updated 4 years ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆61Jul 23, 2024Updated 2 years ago