Cover Image

Exploring deep learning for Event-Based Saliency Prediction with a Transformer-based model

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mazna, Romaric, Martinet, Jean, Pokala, Sai Deepesh
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EvSegSNN: Neuromorphic Semantic Segmentation for Event Data
by: Hareb, Dalia, et al.
Published: (2024)

Transformer-based Video Saliency Prediction with High Temporal Dimension Decoding
by: Moradi, Morteza, et al.
Published: (2024)

Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement
by: Hou, Xiuquan, et al.
Published: (2024)

Exploring Saliency Bias in Manipulation Detection
by: Krinsky, Joshua, et al.
Published: (2024)

Spherical Vision Transformers for Audio-Visual Saliency Prediction in 360-Degree Videos
by: Cokelek, Mert, et al.
Published: (2025)

Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event
by: Hareb, D., et al.
Published: (2025)

Viewport Prediction for Volumetric Video Streaming by Exploring Video Saliency and Trajectory Information
by: Li, Jie, et al.
Published: (2023)

VST++: Efficient and Stronger Visual Saliency Transformer
by: Liu, Nian, et al.
Published: (2023)

ViASNet: A Video Ad Saliency Network for Predicting Dynamic Saliency and Viewer Engagement
by: Ye, Jianping, et al.
Published: (2026)

Grains of Saliency: Optimizing Saliency-based Training of Biometric Attack Detection Models
by: Crum, Colton R., et al.
Published: (2024)

MUSTAN: Multi-scale Temporal Context as Attention for Robust Video Foreground Segmentation
by: Pokala, Praveen Kumar, et al.
Published: (2024)

Towards general deep-learning-based tree instance segmentation models
by: Henrich, Jonathan, et al.
Published: (2024)

Data Augmentation via Latent Diffusion for Saliency Prediction
by: Aydemir, Bahar, et al.
Published: (2024)

Contextual Encoder-Decoder Network for Visual Saliency Prediction
by: Kroner, Alexander, et al.
Published: (2019)

A Psychophysically Oriented Saliency Map Prediction Model
by: Li, Qiang
Published: (2020)

Graphical Perception of Saliency-based Model Explanations
by: Zhao, Yayan, et al.
Published: (2024)

ViSAGE @ NTIRE 2026 Challenge on Video Saliency Prediction
by: Wang, Kun, et al.
Published: (2026)

A Compact Deep Architecture for Real-time Saliency Prediction
by: Zabihi, Saman, et al.
Published: (2020)

TempSAL -- Uncovering Temporal Information for Deep Saliency Prediction
by: Aydemir, Bahar, et al.
Published: (2023)

Relevance-guided Audio Visual Fusion for Video Saliency Prediction
by: Yu, Li, et al.
Published: (2024)

Linking in Style: Understanding learned features in deep learning models
by: Wehrheim, Maren H., et al.
Published: (2024)

Follow the Saliency: Supervised Saliency for Retrieval-augmented Dense Video Captioning
by: Choi, Seung hee, et al.
Published: (2026)

Text-Audio-Visual-conditioned Diffusion Model for Video Saliency Prediction
by: Yu, Li, et al.
Published: (2025)

SalFoM: Dynamic Saliency Prediction with Video Foundation Models
by: Moradi, Morteza, et al.
Published: (2024)

DiffSal: Joint Audio and Video Learning for Diffusion Saliency Prediction
by: Xiong, Junwen, et al.
Published: (2024)

DTFSal: Audio-Visual Dynamic Token Fusion for Video Saliency Prediction
by: Hooshanfar, Kiana, et al.
Published: (2025)

RatSeizure: A Benchmark and Saliency-Context Transformer for Rat Seizure Localization
by: Tsai, Ting Yu, et al.
Published: (2026)

SSiT: Saliency-guided Self-supervised Image Transformer for Diabetic Retinopathy Grading
by: Huang, Yijin, et al.
Published: (2022)

Benchmarking Adversarial Robustness and Adversarial Training Strategies for Object Detection
by: Winter, Alexis, et al.
Published: (2026)

Smooth Deep Saliency
by: Herdt, Rudolf, et al.
Published: (2024)

Salience-SGG: Enhancing Unbiased Scene Graph Generation with Iterative Salience Estimation
by: Qu, Runfeng, et al.
Published: (2026)

Exploring Temporal Dynamics in Event-based Eye Tracker
by: Ren, Hongwei, et al.
Published: (2025)

Exploring Temporal Event Cues for Dense Video Captioning in Cyclic Co-learning
by: Xie, Zhuyang, et al.
Published: (2024)

Quality Assessment and Distortion-aware Saliency Prediction for AI-Generated Omnidirectional Images
by: Yang, Liu, et al.
Published: (2025)

START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation
by: Guo, Jintao, et al.
Published: (2024)

EventVGGT: Exploring Cross-Modal Distillation for Consistent Event-based Depth Estimation
by: Ren, Yinrui, et al.
Published: (2026)

Saliency-Guided Deep Learning for Bridge Defect Detection in Drone Imagery
by: Hebbache, Loucif, et al.
Published: (2025)

Event Transformer
by: Jiang, Bin, et al.
Published: (2022)

Saliency Map-based Image Retrieval using Invariant Krawtchouk Moments
by: Nejad, Ashkan, et al.
Published: (2024)

Heterogeneous virus classification using a functional deep learning model based on transmission electron microscopy images (Preprint)
by: Sikder, Niloy, et al.
Published: (2024)