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 3 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 9 months ago
- ☆16Feb 7, 2026Updated 7 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
- [BMVC 2023] Zero-shot Composed Text-Image Retrieval☆55Nov 26, 2024Updated last year
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Official code for CVPR 2024 paper, "Audio-Visual Segmentation via Unlabeled Frame Exploitation""☆19Jul 7, 2024Updated 2 years ago
- [TNNLS 2025] Language-guided contrastive learning for M/EEG-based image recognition.☆36Dec 2, 2024Updated last year
- TDBRAIN EEG Database pre-processing code☆26May 8, 2024Updated 2 years ago
- Submission to the Motor Imagery track of BEETL competition, organized within NeurIPS 2021☆12Sep 8, 2022Updated 4 years ago
- ☆57Nov 7, 2025Updated 10 months ago
- NeurIPS 2021 - Benchmarks for EEG Transfer Learning - cross-subject sleep stage decoding, cross-dataset motor imagery decoding☆14Dec 9, 2021Updated 4 years ago
- AAAI 2024-Controllable Mind Visual Diffusion Model☆16Dec 18, 2023Updated 2 years ago
- [ICLR 2024] M/EEG-based image decoding with contrastive learning. i. Propose a contrastive learning framework to align image and eeg. ii.…☆216Jul 18, 2025Updated last year
- ☆68May 15, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Learning Brain Representation with Hierarchical Visual Embeddings☆28Apr 18, 2026Updated 5 months ago
- Official code for the paper 'Uni-Neur2Img: Unified Neural Signal-Guided Image Generation, Editing, and Stylization via Diffusion Transfor…☆22Jan 5, 2026Updated 8 months ago
- [EMBC-2025] PyTorch implementation of EEG-PatchFormer☆14Apr 9, 2025Updated last year
- [NeurIPS 2024] Using vision-language models to decode natural image perception from non-invasive brain recordings.☆217May 10, 2026Updated 4 months ago
- 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
- 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
- Official implementation for ICLR 2026 Oral: Overthinking Reduction with Decoupled Rewards and Curriculum Data Scheduling☆24Mar 31, 2026Updated 5 months ago
- ☆54Apr 3, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A framework for path-planing and obstacle avoidance using Deep Reinforcement Learning Techniques.☆14Oct 4, 2021Updated 4 years ago
- [CVPR 2025] LamRA: Large Multimodal Model as Your Advanced Retrieval Assistant☆183Jul 7, 2025Updated last year
- ☆12Feb 27, 2024Updated 2 years ago
- This is the public code of "Decouple before Align: Visual Disentanglement Enhances Prompt Tuning"☆23Oct 16, 2025Updated 11 months ago
- CNN-Former model with EEG-ME for SSVEP classification (TNSRE)☆16Sep 8, 2024Updated 2 years ago
- 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
- This repository contains the Adverbs in Recipes (AIR) dataset and the code published at the CVPR 23 paper: "Learning Action Changes by Me…☆13May 25, 2023Updated 3 years ago
- ☆15Jun 16, 2023Updated 3 years ago
- Official pytorch repository for "TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection" (AAAI 2024 Pape…☆57Feb 22, 2025Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- 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
- PHDF-Dataset is a pedestrian head detection dataset based on fisheye camera.☆14Jul 13, 2019Updated 7 years ago
- ☆11Jun 12, 2023Updated 3 years ago
- [ICLR 2025] BrainUICL: An Unsupervised Individual Continual Learning Framework for EEG Applications☆42Jul 19, 2025Updated last year
- Code for Neural Population Control☆21May 18, 2019Updated 7 years ago