Processing Megapixel Images with Deep Attention-Sampling Models

3 May 2019

Papers citing "Processing Megapixel Images with Deep Attention-Sampling Models"

31 / 31 papers shown

Title
On the Generalizability of Iterative Patch Selection for Memory-Efficient High-Resolution Image Classification Max Riffi-Aslett Christina Fell VLM 77 0 0 15 Dec 2024
mTREE: Multi-Level Text-Guided Representation End-to-End Learning for Whole Slide Image Analysis Quan Liu Ruining Deng Can Cui Tianyuan Yao V. Nath Yucheng Tang Yuankai Huo 32 0 0 28 May 2024
Resource Efficient Perception for Vision Systems M. I. A V Subramanyam Niyati Singal Vinay K. Verma 38 0 0 12 May 2024
GQHAN: A Grover-inspired Quantum Hard Attention Network Ren-Xin Zhao Jinjing Shi Xuelong Li 22 3 0 25 Jan 2024
Mastery Guided Non-parametric Clustering to Scale-up Strategy Prediction Anup Shakya Vasile Rus Deepak Venugopal 14 0 0 04 Jan 2024
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 130 0 13 Dec 2023
Scalable and Equitable Math Problem Solving Strategy Prediction in Big Educational Data Anup Shakya Vasile Rus Deepak Venugopal 20 2 0 07 Aug 2023
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning Jack Breen Katie Allen K. Zucker Geoff Hall Nicolas M. Orsi Nishant Ravikumar MedIm 11 7 0 17 Feb 2023
Patch Gradient Descent: Training Neural Networks on Very Large Images D. K. Gupta Gowreesh Mago Arnav Chavan Dilip K. Prasad 32 2 0 31 Jan 2023
Learning to Perceive in Deep Model-Free Reinforcement Learning Gonccalo Querido Alberto Sardinha Francisco S. Melo 17 0 0 10 Jan 2023
Vision Transformer with Attentive Pooling for Robust Facial Expression Recognition Fanglei Xue Qiangchang Wang Zichang Tan Zhongsong Ma G. Guo ViT 33 67 0 11 Dec 2022
Iterative Patch Selection for High-Resolution Image Recognition Benjamin Bergner C. Lippert Aravindh Mahendran 18 12 0 24 Oct 2022
High-Fidelity Visual Structural Inspections through Transformers and Learnable Resizers Kareem A. Eltouny S. Sajedi Xiao Liang 14 2 0 21 Oct 2022
HistoPerm: A Permutation-Based View Generation Approach for Improving Histopathologic Feature Representation Learning Joseph DiPalma Lorenzo Torresani Saeed Hassanpour AI4TS MedIm 22 2 0 13 Sep 2022
Differentiable Zooming for Multiple Instance Learning on Whole-Slide Images Kevin Thandiackal Boqi Chen Pushpak Pati Guillaume Jaume Drew F. K. Williamson M. Gabrani O. Goksel 20 43 0 26 Apr 2022
SALISA: Saliency-based Input Sampling for Efficient Video Object Detection B. Bejnordi A. Habibian Fatih Porikli Amir Ghodrati 42 12 0 05 Apr 2022
Consistency driven Sequential Transformers Attention Model for Partially Observable Scenes Samrudhdhi B. Rangrej C. Srinidhi J. Clark 11 12 0 01 Apr 2022
Glance and Focus Networks for Dynamic Visual Recognition Gao Huang Yulin Wang Kangchen Lv Haojun Jiang Wenhui Huang Pengfei Qi S. Song 3DH 73 49 0 09 Jan 2022
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays Benjamin Bergner Csaba Rohrer Aiham Taleb Martha Duchrau Guilherme De Leon J. A. Rodrigues F. Schwendicke J. Krois C. Lippert 25 1 0 17 Dec 2021
A Probabilistic Hard Attention Model For Sequentially Observed Scenes Samrudhdhi B. Rangrej James J. Clark 24 12 0 15 Nov 2021
Efficient Classification of Very Large Images with Tiny Objects Fanjie Kong Ricardo Henao 16 34 0 04 Jun 2021
Multi-task Learning with Attention for End-to-end Autonomous Driving Keishi Ishihara Anssi Kanervisto J. Miura Ville Hautamaki 34 60 0 21 Apr 2021
Differentiable Patch Selection for Image Recognition Jean-Baptiste Cordonnier Aravindh Mahendran Alexey Dosovitskiy Dirk Weissenborn Jakob Uszkoreit Thomas Unterthiner 22 93 0 07 Apr 2021
Hard-Attention for Scalable Image Classification Athanasios Papadopoulos Pawel Korus N. Memon 65 25 0 20 Feb 2021
Resolution-Based Distillation for Efficient Histology Image Classification Joseph DiPalma A. Suriawinata L. Tafe Lorenzo Torresani Saeed Hassanpour 35 35 0 11 Jan 2021
Foveation for Segmentation of Ultra-High Resolution Images Chen Jin Ryutaro Tanno Moucheng Xu T. Mertzanidou Daniel C. Alexander AI4TS 6 4 0 29 Jul 2020
An interpretable classifier for high-resolution breast cancer screening images utilizing weakly supervised localization Yiqiu Shen Nan Wu Jason Phang Jungkyu Park Kangning Liu ... Laura Heacock S. G. Kim Linda Moy Kyunghyun Cho Krzysztof J. Geras 21 167 0 13 Feb 2020
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 24 94 0 11 Nov 2019
Needles in Haystacks: On Classifying Tiny Objects in Large Images Nick Pawlowski Suvrat Bhooshan Nicolas Ballas F. Ciompi Ben Glocker M. Drozdzal 22 22 0 16 Aug 2019
Near-Optimal Glimpse Sequences for Improved Hard Attention Neural Network Training William Harvey Michael Teng Frank D. Wood 25 4 0 13 Jun 2019
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen A. Hengel SSeg 260 1,491 0 30 Nov 2016