Analysis of Scores, Datasets, and Models in Visual Saliency Prediction
Borji, Ali, Tavakoli, Hamed R., Sihite, Dicky N., Itti, Laurent
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
Published in 2013 IEEE International Conference on Computer Vision (01.12.2013)
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Conference Proceeding
Journal Article
Predicting the Valence of a Scene from Observers' Eye Movements
R-Tavakoli, Hamed, Atyabi, Adham, Rantanen, Antti, Laukka, Seppo J, Nefti-Meziani, Samia, Heikkilä, Janne
Published in PloS one (25.09.2015)
Published in PloS one (25.09.2015)
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Journal Article
Correction: Predicting the Valence of a Scene from Observers' Eye Movements
R-Tavakoli, Hamed, Atyabi, Adham, Rantanen, Antti, Laukka, Seppo J, Nefti-Meziani, Samia, Heikkilä, Janne
Published in PloS one (15.10.2015)
Published in PloS one (15.10.2015)
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Journal Article
Deep saliency models : The quest for the loss function
Bruckert, Alexandre, Tavakoli, Hamed R., Liu, Zhi, Christie, Marc, Le Meur, Olivier
Published in Neurocomputing (Amsterdam) (17.09.2021)
Published in Neurocomputing (Amsterdam) (17.09.2021)
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Journal Article
A compact deep architecture for real-time saliency prediction
Zabihi, Saman, Tavakoli, Hamed R., Borji, Ali, Mansoori, Eghbal
Published in Signal processing. Image communication (01.05.2022)
Published in Signal processing. Image communication (01.05.2022)
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Journal Article
A unified cycle-consistent neural model for text and image retrieval
Cornia, Marcella, Baraldi, Lorenzo, Tavakoli, Hamed R., Cucchiara, Rita
Published in Multimedia tools and applications (01.09.2020)
Published in Multimedia tools and applications (01.09.2020)
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Journal Article
Understanding and Visualizing Deep Visual Saliency Models
He, Sen, Tavakoli, Hamed R., Borji, Ali, Mi, Yang, Pugeault, Nicolas
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
Published in 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2019)
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Conference Proceeding
On the Importance of Temporal Dependencies of Weight Updates in Communication Efficient Federated Learning
Afrabandpey, Homayun, Rangu, Goutham, Zhang, Honglei, Criri, Francesco, Aksu, Emre, Tavakoli, Hamed R.
Published in 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP) (13.12.2022)
Published in 2022 IEEE International Conference on Visual Communications and Image Processing (VCIP) (13.12.2022)
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Conference Proceeding
Geometric Image Correspondence Verification by Dense Pixel Matching
Laskar, Zakaria, Melekhov, Iaroslav, Tavakoli, Hamed R., Ylioinas, Juha
Published in 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2020)
Published in 2020 IEEE Winter Conference on Applications of Computer Vision (WACV) (01.03.2020)
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Conference Proceeding
Stochastic Binary-Ternary Quantization for Communication Efficient Federated Computation
Goutham, Rangu, Afrabandpey, Homayun, Cricri, Francesco, Zhang, Honglei, Aksu, Emre, Hannuksela, Miska, Tavakoli, Hamed R.
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Adaptive Multi-Scale Progressive Probability Model for Lossless Image Compression
Zhang, Honglei, Cricri, Francesco, Zou, Nannan, Tavakoli, Hamed R., Hannuksela, Miska M.
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
Published in 2022 IEEE International Conference on Image Processing (ICIP) (16.10.2022)
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Conference Proceeding
Mind The Structure: Adopting Structural Information For Deep Neural Network Compression
Afrabandpey, Homayun, Muravev, Anton, Tavakoli, Hamed R., Zhang, Honglei, Cricri, Francesco, Gabbouj, Moncef, Aksu, Emre
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
Published in 2021 IEEE International Conference on Image Processing (ICIP) (19.09.2021)
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Conference Proceeding
Adaptation and Attention for Neural Video Coding
Zou, Nannan, Zhang, Honglei, Cricri, Francesco, Youvalari, Ramin G., Tavakoli, Hamed R., Lainema, Jani, Aksu, Emre, Hannuksela, Miska, Rahtu, Esa
Published in 2021 IEEE International Symposium on Multimedia (ISM) (01.01.2021)
Published in 2021 IEEE International Symposium on Multimedia (ISM) (01.01.2021)
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Conference Proceeding
Emotional Valence Recognition, Analysis of Salience and Eye Movements
Tavakoli, Hamed R., Yanulevskaya, Victoria, Rahtu, Esa, Heikkila, Janne, Sebe, Nicu
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
Published in 2014 22nd International Conference on Pattern Recognition (01.08.2014)
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Conference Proceeding
The Lottery Ticket Adaptation for Neural Video Coding
Zou, Nannan, Cricri, Francesco, Zhang, Honglei, Tavakoli, Hamed R., Hannuksela, Miska M., Rahtu, Esa
Published in 2022 IEEE International Symposium on Multimedia (ISM) (01.12.2022)
Published in 2022 IEEE International Symposium on Multimedia (ISM) (01.12.2022)
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Conference Proceeding
L2C - Learning to Learn to Compress
Zou, Nannan, Zhang, Honglei, Cricri, Francesco, Tavakoli, Hamed R., Lainema, Jani, Hannuksela, Miska, Aksu, Emre, Rahtu, Esa
Published in 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) (21.09.2020)
Published in 2020 IEEE 22nd International Workshop on Multimedia Signal Processing (MMSP) (21.09.2020)
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Conference Proceeding
End-to-End Learning for Video Frame Compression with Self-Attention
Zou, Nannan, Zhang, Honglei, Cricri, Francesco, Tavakoli, Hamed R., Lainema, Jani, Aksu, Emre, Hannuksela, Miska, Rahtu, Esa
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) (01.06.2020)
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Conference Proceeding
Overfitting multiplier parameters for content-adaptive post-filtering in video coding
Santamaria, Maria, Yang, Ruiying, Cricri, Francesco, Zhang, Honglei, Lainema, Jani, Youvalari, Ramin G., Tavakoli, Hamed R., Hannuksela, Miska M.
Published in 2022 10th European Workshop on Visual Information Processing (EUVIP) (11.09.2022)
Published in 2022 10th European Workshop on Visual Information Processing (EUVIP) (11.09.2022)
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Conference Proceeding