conftrace_

brain-computer interface

135 papers

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Also known as

BCI

Co-occurring keywords

neural decoding (79) eeg signal (41) diffusion model (3751) eeg decoding (14) image reconstruction (671) self-supervised learning (3777) brain computer interface (21) contrastive learning (4032) fmri decoding (14) convolutional neural network (4226)

Papers

BrainGuard: Privacy-Preserving Multisubject Image Reconstructions from Brain Activities AAAI 2025
NeuralFlix: A Simple While Effective Framework for Semantic Decoding of Videos from Non-invasive Brain Recordings AAAI 2025
Multi-to-Single: Reducing Multimodal Dependency in Emotion Recognition Through Contrastive Learning AAAI 2025
Thought2Text: Text Generation from EEG Signal using Large Language Models (LLMs) NAACL 2025
Bridging the Vision-Brain Gap with an Uncertainty-Aware Blur Prior CVPR 2025
ID-RemovalNet: Identity Removal Network for EEG Privacy Protection with Enhancing Decoding Tasks IJCAI 2025
Manhattan Self-Attention Diffusion Residual Networks with Dynamic Bias Rectification for BCI-based Few-Shot Learning AAAI 2025
CognitionCapturer: Decoding Visual Stimuli from Human EEG Signal with Multimodal Information AAAI 2025
Auditory Attention Decoding in Four-Talker Environment with EEG INTERSPEECH 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024
IntEr-HRI Competition: Intrinsic Error Evaluation during Human - Robot Interaction IJCAI 2024
Towards an End-to-End Framework for Invasive Brain Signal Decoding with Large Language Models INTERSPEECH 2024
Using articulated speech EEG signals for imagined speech decoding INTERSPEECH 2024
Enhancing EEG-to-Text Decoding through Transferable Representations from Pre-trained Contrastive EEG-Text Masked Autoencoder ACL 2024
DMMR: Cross-Subject Domain Generalization for EEG-Based Emotion Recognition via Denoising Mixed Mutual Reconstruction AAAI 2024
NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction NIPS 2024
EEGPT: Pretrained Transformer for Universal and Reliable Representation of EEG Signals NIPS 2024
BrainBits: How Much of the Brain are Generative Reconstruction Methods Using? NIPS 2024
MonkeySee: Space-time-resolved reconstructions of natural images from macaque multi-unit activity NIPS 2024
Towards a "Universal Translator" for Neural Dynamics at Single-Cell, Single-Spike Resolution NIPS 2024
Mind Artist: Creating Artistic Snapshots with Human Thought CVPR 2024
A Local-Ascending-Global Learning Strategy for Brain-Computer Interface AAAI 2024
Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals NIPS 2024
Controllable Mind Visual Diffusion Model AAAI 2024
Few-shot Algorithms for Consistent Neural Decoding (FALCON) Benchmark NIPS 2024