aimagelab / awesome-human-visual-attention
This repository contains a curated list of research papers and resources focusing on saliency and scanpath prediction, human attention, human visual search.
☆34Updated last week
Related projects: ⓘ
- Official codebase for "Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention" (CVPR 2023)☆25Updated 6 months ago
- [NeurIPS2022] Mind Reader: Reconstructing complex images from brain activities☆59Updated last year
- pytorch implementation of the different DeepGaze models☆110Updated last year
- [WACV2025] SUM: Saliency Unification through Mamba for Visual Attention Modeling☆33Updated 3 weeks ago
- [ECCV 2024] UMBRAE: Unified Multimodal Brain Decoding | Unveiling the 'Dark Side' of Brain Modality☆24Updated 2 weeks ago
- CVPR 2024 "Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers"☆10Updated last week
- Official repo of the paper "Object-aware Gaze Target Detection" (ICCV 2023)☆32Updated 8 months ago
- [Algonauts 2023] PyTorch implementation of "Memory Encoding Model"☆49Updated 8 months ago
- Integrating Human Gaze into Attention for Egocentric Activity Recognition (WACV 2021)☆23Updated last year
- ☆39Updated last month
- Official code for the paper "Predicting Human Scanpaths in Visual Question Answering"☆19Updated 3 years ago
- Scanpath metrics in Python☆27Updated 3 years ago
- Official codes for the paper "In the Eye of Transformer: Global-Local Correlation for Egocentric Gaze Estimation".☆19Updated 3 weeks ago
- Constrained Levy Exploration (CLE) generates a scanpath computing eye movements as Levy flight on a saliency map.☆18Updated 2 years ago
- [CVPR 2024 Highlight] Official PyTorch implementation of "MindBridge: A Cross-Subject Brain Decoding Framework"☆66Updated 3 weeks ago
- SMG source code and dataset☆12Updated last year
- [2023-CVPR] ScanDMM: A Deep Markov Model of Scanpath Prediction for 360-degree Images☆18Updated last year
- Coming soon~☆9Updated 11 months ago
- [WACV 2024] DREAM: Visual Decoding from Reversing Human Visual System☆34Updated 5 months ago
- An implementation of the paper "End-to-End Human-Gaze-Target Detection with Transformers"☆15Updated 3 months ago
- Official code repo for TCLR: Temporal Contrastive Learning for Video Representation [CVIU-2022]☆32Updated 6 months ago
- An Identity-free Video Dataset for Micro-Gesture Understanding and Emotion Analysis (CVPR'21)☆39Updated last year
- Official Implementation for NeurIPS'23 paper Contrast, Attend and Diffuse to Decode High-Resolution Images from Brain Activities☆38Updated 6 months ago
- Official Repository for VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning☆17Updated 5 months ago
- [ICCV 2023] - Composed Image Retrieval on Common Objects in context (CIRCO) dataset☆47Updated last month
- [AAAI 2023] AVCAffe: A Large Scale Audio-Visual Dataset of Cognitive Load and Affect for Remote Work☆16Updated last year
- Self-Supervised RGBD Reconstruction from Brain Activity☆24Updated 2 years ago
- Official code repository for SPAct: Self-supervised Privacy Preservation for Action Recognition [CVPR-2022]☆21Updated 2 years ago
- Official repository for the paper "Brain-Diffuser: Natural scene reconstruction from fMRI signals using generative latent diffusion" by F…☆104Updated last year
- [ECCV 2024] BrainHub: Multimodal Brain Understanding Benchmark☆12Updated 2 months ago