Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction

2 October 2020

Giovanni Bellitto

Federica Proietto Salanitri

Papers citing "Hierarchical Domain-Adapted Feature Learning for Video Saliency Prediction"

49 / 49 papers shown

Title
DTFSal: Audio-Visual Dynamic Token Fusion for Video Saliency Prediction Kiana Hoshanfar Alireza Hosseini Ahmad Kalhor Babak N. Araabi 375 0 0 14 Apr 2025
Unified Dynamic Scanpath Predictors Outperform Individually Trained Neural Models Fares Abawi Di Fu Stefan Wermter 74 0 0 05 May 2024
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 239 30,108 0 01 Mar 2022
Deep Visual Domain Adaptation G. Csurka OOD 185 185 0 28 Dec 2020
Unified Image and Video Saliency Modeling Richard Droste Jianbo Jiao J. A. Noble 76 158 0 11 Mar 2020
TASED-Net: Temporally-Aggregating Spatial Encoder-Decoder Network for Video Saliency Detection Kyle Min Jason J. Corso 49 150 0 15 Aug 2019
Simple vs complex temporal recurrences for video saliency prediction Panagiotis Linardos Eva Mohedano J. Nieto Noel E. O'Connor Xavier Giró-i-Nieto Kevin McGuinness FAtt 44 87 0 03 Jul 2019
Domain-Specific Batch Normalization for Unsupervised Domain Adaptation Woonggi Chang Tackgeun You Seonguk Seo Suha Kwak Bohyung Han OOD 64 385 0 27 May 2019
How is Gaze Influenced by Image Transformations? Dataset and Model Zhaohui Che Ali Borji Guangtao Zhai Xiongkuo Min G. Guo P. Le Callet 41 77 0 16 May 2019
Contextual Encoder-Decoder Network for Visual Saliency Prediction Alexander Kroner M. Senden K. Driessens R. Goebel 40 189 0 18 Feb 2019
Salient Object Detection in Video using Deep Non-Local Neural Networks Mohammad Shokri Ahad Harati Kimya Taba 27 32 0 16 Oct 2018
SG-FCN: A Motion and Memory-Based Deep Learning Model for Video Saliency Detection Meijun Sun Ziqi Zhou Q. Hu Zheng Wang Jianmin Jiang 51 62 0 21 Sep 2018
Unsupervised Learning of View-invariant Action Representations Junnan Li Yongkang Wong Qi Zhao Mohan Kankanhalli SSL 63 100 0 06 Sep 2018
EML-NET:An Expandable Multi-Layer NETwork for Saliency Prediction Sen Jia Neil D. B. Bruce 30 161 0 02 May 2018
Deep Unsupervised Saliency Detection: A Multiple Noisy Labeling Perspective Jing Zhang Tong Zhang Yuchao Dai Mehrtash Harandi Leonid Sigal 43 183 0 29 Mar 2018
Deep Visual Domain Adaptation: A Survey Mei Wang Weihong Deng OOD 66 2,008 0 10 Feb 2018
Revisiting Video Saliency: A Large-scale Benchmark and a New Model Wenguan Wang Jianbing Shen Fang Guo Ming-Ming Cheng Ali Borji VLM 50 264 0 23 Jan 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 169 19,204 0 13 Jan 2018
Visual and Semantic Knowledge Transfer for Large Scale Semi-supervised Object Detection Yuxing Tang Josiah Wang Xiaofang Wang Boyang Gao Emmanuel Dellandrea R. Gaizauskas Liming Chen ObjD 59 115 0 09 Jan 2018
Rethinking Spatiotemporal Feature Learning: Speed-Accuracy Trade-offs in Video Classification Saining Xie Chen Sun Jonathan Huang Zhuowen Tu Kevin Patrick Murphy 3DH 137 1,325 0 13 Dec 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 273 8,888 0 21 Nov 2017
Predicting Video Saliency with Object-to-Motion CNN and Two-layer Convolutional LSTM Lai Jiang Mai Xu Zulin Wang 51 121 0 19 Sep 2017
Amulet: Aggregating Multi-level Convolutional Features for Salient Object Detection Pingping Zhang D. Wang Huchuan Lu Hongyu Wang Xiang Ruan 67 736 0 07 Aug 2017
The Kinetics Human Action Video Dataset W. Kay João Carreira Karen Simonyan Brian Zhang Chloe Hillier ... Tim Green T. Back Apostol Natsev Mustafa Suleyman Andrew Zisserman 222 3,796 0 19 May 2017
Deep Visual Attention Prediction Wenguan Wang Jianbing Shen MDE 57 586 0 07 May 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 344 27,129 0 20 Mar 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 257 4,655 0 17 Feb 2017
Video Salient Object Detection via Fully Convolutional Networks Wenguan Wang Jianbing Shen Ling Shao 92 567 0 02 Feb 2017
SalGAN: Visual Saliency Prediction with Generative Adversarial Networks Junting Pan Cristian Canton Ferrer Kevin McGuinness Noel E. O'Connor Jordi Torres E. Sayrol Xavier Giró-i-Nieto GAN 76 398 0 04 Jan 2017
Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara 78 549 0 29 Nov 2016
Deeply supervised salient object detection with short connections Qibin Hou Ming-Ming Cheng Xiao-Wei Hu Ali Borji Zhuowen Tu Philip Torr 69 1,328 0 15 Nov 2016
A Deep Multi-Level Network for Saliency Prediction Marcella Cornia Lorenzo Baraldi G. Serra Rita Cucchiara FAtt 56 345 0 05 Sep 2016
Deep CORAL: Correlation Alignment for Deep Domain Adaptation Baochen Sun Kate Saenko OOD 97 3,144 0 06 Jul 2016
What do different evaluation metrics tell us about saliency models? Zoya Bylinskii Tilke Judd A. Oliva Antonio Torralba F. Durand XAI 46 815 0 12 Apr 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 37 134 0 27 Mar 2016
Revisiting Batch Normalization For Practical Domain Adaptation Yanghao Li Naiyan Wang Jianping Shi Jiaying Liu Xiaodi Hou OOD 69 586 0 15 Mar 2016
Shallow and Deep Convolutional Networks for Saliency Prediction Junting Pan Kevin McGuinness E. Sayrol Noel E. O'Connor Xavier Giró-i-Nieto FAtt 68 467 0 02 Mar 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 1.0K 15,768 0 02 Nov 2015
You Only Look Once: Unified, Real-Time Object Detection Joseph Redmon S. Divvala Ross B. Girshick Ali Farhadi ObjD 662 36,801 0 08 Jun 2015
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.7K 76,917 0 18 May 2015
Learning Deconvolution Network for Semantic Segmentation Hyeonwoo Noh Seunghoon Hong Bohyung Han SSeg 221 4,173 0 17 May 2015
CAT2000: A Large Scale Fixation Dataset for Boosting Saliency Research Ali Borji Laurent Itti 44 283 0 14 May 2015
Fast R-CNN Ross B. Girshick ObjD 290 25,033 0 30 Apr 2015
FlowNet: Learning Optical Flow with Convolutional Networks Philipp Fischer Alexey Dosovitskiy Eddy Ilg Philip Häusser C. Hazirbas Vladimir Golkov Patrick van der Smagt Daniel Cremers Thomas Brox 3DPC 300 4,171 0 26 Apr 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 215 5,194 0 10 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.6K 149,842 0 22 Dec 2014
Crowd Saliency Detection via Global Similarity Structure Mei Kuan Lim Ven Jyn Kok Chen Change Loy Chee Seng Chan 38 43 0 14 Oct 2014
Actions in the Eye: Dynamic Gaze Datasets and Learnt Saliency Models for Visual Recognition Stefan Mathe C. Sminchisescu 56 194 0 29 Dec 2013