Learn To Pay Attention

6 April 2018

Papers citing "Learn To Pay Attention"

50 / 159 papers shown

Title
REMEMBER: Retrieval-based Explainable Multimodal Evidence-guided Modeling for Brain Evaluation and Reasoning in Zero- and Few-shot Neurodegenerative Diagnosis Duy-Cat Can Quang-Huy Tang Huong Ha Binh T. Nguyen Oliver Y. Chén 28 0 0 12 Apr 2025
Recurrent Feature Mining and Keypoint Mixup Padding for Category-Agnostic Pose Estimation Junjie Chen Weilong Chen Yifan Zuo Yuming Fang 44 0 0 27 Mar 2025
Stack Transformer Based Spatial-Temporal Attention Model for Dynamic Multi-Culture Sign Language Recognition Koki Hirooka Abu Saleh Musa Miah Tatsuya Murakami Yuto Akiba Yong Seok Hwang Jungpil Shin SLR 54 0 0 21 Mar 2025
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition Alaa Nfissi W. Bouachir Nizar Bouguila Brian Mishara 64 0 0 01 Feb 2025
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology Raktim Kumar Mondol Ewan K. A. Millar Peter H. Graham Lois Browne Arcot Sowmya Erik H. W. Meijering 46 0 0 08 Jan 2025
Learning Self-Supervised Audio-Visual Representations for Sound Recommendations Sudha Krishnamurthy SSL 77 1 0 10 Dec 2024
Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks Junlin Hou Sicen Liu Yequan Bie Hongmei Wang Andong Tan Luyang Luo Hao Chen XAI 25 3 0 03 Oct 2024
ST-SACLF: Style Transfer Informed Self-Attention Classifier for Bias-Aware Painting Classification Mridula Vijendran Frederick W. B. Li Jingjing Deng Hubert P. H. Shum 48 0 0 03 Aug 2024
AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scans Gabriele Lozupone Alessandro Bria F. Fontanella C. D. Stefano 21 4 0 02 Jul 2024
CONFINE: Conformal Prediction for Interpretable Neural Networks Linhui Huang S. Lala N. Jha 65 2 0 01 Jun 2024
Estimating Direct and Indirect Causal Effects of Spatiotemporal Interventions in Presence of Spatial Interference Sahara Ali Omar Faruque Jianwu Wang CML 32 1 0 13 May 2024
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathology Abhinav Sharma Bojing Liu M. Rantalainen 22 0 0 22 Mar 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
T-TAME: Trainable Attention Mechanism for Explaining Convolutional Networks and Vision Transformers Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt ViT 25 5 0 07 Mar 2024
Prospector Heads: Generalized Feature Attribution for Large Models & Data Gautam Machiraju Alexander Derry Arjun D Desai Neel Guha Amir-Hossein Karimi James Zou Russ Altman Christopher Ré Parag Mallick AI4TS MedIm 43 0 0 18 Feb 2024
Deep Spatiotemporal Clutter Filtering of Transthoracic Echocardiographic Images: Leveraging Contextual Attention and Residual Learning Mahdi Tabassian Somayeh Akbari Sandro Queirós Jan D’hooge 24 0 0 23 Jan 2024
Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results Gianluca Carloni Sara Colantonio 32 8 0 19 Sep 2023
Towards Interpretable Solar Flare Prediction with Attention-based Deep Neural Networks Chetraj Pandey Anli Ji R. Angryk Berkay Aydin 12 5 0 08 Sep 2023
A Fusion of Variational Distribution Priors and Saliency Map Replay for Continual 3D Reconstruction Sanchar Palit S. Biswas 37 0 0 17 Aug 2023
eXplainable Artificial Intelligence (XAI) in aging clock models Alena I. Kalyakulina I. Yusipov Alexey Moskalev Claudio Franceschi Mikhail Ivanchenko 23 19 0 21 Jul 2023
Deep Learning for Survival Analysis: A Review S. Wiegrebe Philipp Kopper R. Sonabend Bernd Bischl Andreas Bender 18 64 0 24 May 2023
CNNs with Multi-Level Attention for Domain Generalization Aristotelis Ballas Christos Diou OOD 14 6 0 02 Apr 2023
TAME: Attention Mechanism Based Feature Fusion for Generating Explanation Maps of Convolutional Neural Networks Mariano V. Ntrougkas Nikolaos Gkalelis Vasileios Mezaris FAtt 13 8 0 18 Jan 2023
Tackling Data Bias in Painting Classification with Style Transfer Mridula Vijendran Frederick W. B. Li Hubert P. H. Shum 27 3 0 06 Jan 2023
DroneAttention: Sparse Weighted Temporal Attention for Drone-Camera Based Activity Recognition Santosh Kumar Yadav Achleshwar Luthra Esha Pahwa K. Tiwari Heena Rathore Hari Mohan Pandey Peter Corcoran 31 12 0 07 Dec 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 24 9 0 24 Nov 2022
Deep Learning Generates Synthetic Cancer Histology for Explainability and Education J. Dolezal Rachelle Wolk Hanna M. Hieromnimon Frederick M. Howard Andrew Srisuwananukorn ... A. Husain Huihua Li Robert L. Grossman N. Cipriani A. Pearson MedIm 27 40 0 12 Nov 2022
Improved Kidney Stone Recognition Through Attention and Multi-View Feature Fusion Strategies Elias Villalvazo-Avila F. Lopez-Tiro Jonathan El Beze Jacques Hubert M. González-Mendoza G. Ochoa-Ruiz C. Daul 22 8 0 05 Nov 2022
Discriminative Speaker Representation via Contrastive Learning with Class-Aware Attention in Angular Space Zhe Li Man-Wai Mak Helen M. Meng 26 9 0 29 Oct 2022
Multi-view Representation Learning from Malware to Defend Against Adversarial Variants J. Hu Mohammadreza Ebrahimi Weifeng Li Xin Li Hsinchun Chen AAML 11 2 0 25 Oct 2022
Statistical Attention Localization (SAL): Methodology and Application to Object Classification Yijing Yang Vasileios Magoulianitis Xinyu Wang C.-C. Jay Kuo 18 1 0 03 Aug 2022
Hybrid Skip: A Biologically Inspired Skip Connection for the UNet Architecture N. Zioulis G. Albanis Petros Drakoulis Federico Álvarez D. Zarpalas P. Daras 18 11 0 11 Jul 2022
Placenta Segmentation in Ultrasound Imaging: Addressing Sources of Uncertainty and Limited Field-of-View V. Zimmer A. Gómez E. Skelton Robert Wright G. Wheeler ... Jacqueline Matthew Bernhard Kainz Daniel Rueckert Joseph V. Hajnal J. Schnabel 22 22 0 29 Jun 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images Tom Ron M. Weiler-Sagie Tamir Hazan FAtt MedIm 19 6 0 06 Jun 2022
MemeTector: Enforcing deep focus for meme detection C. Koutlis Emmanouil Schinas Symeon Papadopoulos VLM 40 9 0 26 May 2022
A survey on attention mechanisms for medical applications: are we moving towards better algorithms? Tiago Gonçalves Isabel Rio-Torto Luís F. Teixeira J. S. Cardoso OOD MedIm 24 36 0 26 Apr 2022
Visual Attention Methods in Deep Learning: An In-Depth Survey Mohammed Hassanin Saeed Anwar Ibrahim Radwan F. Khan Ajmal Saeed Mian 21 145 0 16 Apr 2022
Surface Vision Transformers: Flexible Attention-Based Modelling of Biomedical Surfaces Simon Dahan Hao Xu Logan Z. J. Williams Abdulah Fawaz Chunhui Yang ... A. Edwards M. Glasser Alistair Young Daniel Rueckert E. C. Robinson ViT MedIm 24 0 0 07 Apr 2022
Revisiting Near/Remote Sensing with Geospatial Attention Scott Workman M. U. Rafique Hunter Blanton Nathan Jacobs 33 16 0 04 Apr 2022
Semantic Line Detection Using Mirror Attention and Comparative Ranking and Matching Dongkwon Jin Jun-Tae Lee Chang-Su Kim 25 11 0 29 Mar 2022
CAT-Net: A Cross-Slice Attention Transformer Model for Prostate Zonal Segmentation in MRI A. Hung Haoxin Zheng Qi Miao S. Raman D. Terzopoulos Kyunghyun Sung ViT MedIm 19 44 0 29 Mar 2022
A Human-Centered Machine-Learning Approach for Muscle-Tendon Junction Tracking in Ultrasound Images Christoph Leitner Robert Jarolim Bernhard Englmair A. Kruse Karen Andrea Lara Hernandez ... Jorg Schrottner L. Kelly G. Lichtwark M. Tilp Christian F. Baumgartner 11 7 0 10 Feb 2022
Lightweight Jet Reconstruction and Identification as an Object Detection Task Adrian Alan Pol T. Aarrestad E. Govorkova Roi Halily Anat Klempner ... Vladimir Loncar J. Ngadiuba M. Pierini Olya Sirkin S. Summers 19 2 0 09 Feb 2022
Assessing the Impact of Attention and Self-Attention Mechanisms on the Classification of Skin Lesions Rafael Pedro Arlindo L. Oliveira 20 14 0 23 Dec 2021
Fusion of medical imaging and electronic health records with attention and multi-head machanisms Cheng Jiang Yihao Chen Jianbo Chang M. Feng Renzhi Wang Jianhua Yao 13 8 0 22 Dec 2021
Trajectory-Constrained Deep Latent Visual Attention for Improved Local Planning in Presence of Heterogeneous Terrain Stefan Wapnick Travis Manderson D. Meger Gregory Dudek 31 5 0 09 Dec 2021
A Survey on Intrinsic Images: Delving Deep Into Lambert and Beyond Elena Garces Carlos Rodriguez-Pardo Dan Casas Jorge López-Moreno 24 43 0 07 Dec 2021
Image-specific Convolutional Kernel Modulation for Single Image Super-resolution Yuanfei Huang Jie Li Yanting Hu Xinbo Gao Huan Huang SupR 16 0 0 16 Nov 2021
Attention on Classification for Fire Segmentation Milad Niknejad Alexandre Bernardino SSeg 19 6 0 04 Nov 2021
Transparency of Deep Neural Networks for Medical Image Analysis: A Review of Interpretability Methods Zohaib Salahuddin Henry C. Woodruff A. Chatterjee Philippe Lambin 15 301 0 01 Nov 2021