Differentiable Patch Selection for Image Recognition

7 April 2021

Jean-Baptiste Cordonnier

Alexey Dosovitskiy

Papers citing "Differentiable Patch Selection for Image Recognition"

29 / 29 papers shown

Title
Energy-Efficient Transformer Inference: Optimization Strategies for Time Series Classification Arshia Kermani Ehsan Zeraatkar Habib Irani 41 2 0 23 Feb 2025
Positional Encoding in Transformer-Based Time Series Models: A Survey Habib Irani Vangelis Metsis AI4TS 53 0 0 17 Feb 2025
Soft Condorcet Optimization for Ranking of General Agents Marc Lanctot Kate Larson Michael Kaisers Quentin Berthet I. Gemp Manfred Diaz Roberto-Rafael Maura-Rivero Yoram Bachrach Anna Koop Doina Precup 47 0 0 31 Oct 2024
StimuVAR: Spatiotemporal Stimuli-aware Video Affective Reasoning with Multimodal Large Language Models Y. Guo Faizan Siddiqui Yang Zhao Rama Chellappa Shao-Yuan Lo LRM 44 2 0 31 Aug 2024
Resource Efficient Perception for Vision Systems M. I. A V Subramanyam Niyati Singal Vinay Kumar Verma 46 0 0 12 May 2024
Decision-Focused Learning: Foundations, State of the Art, Benchmark and Future Opportunities Jayanta Mandi James Kotary Senne Berden Maxime Mulamba Víctor Bucarey Tias Guns Ferdinando Fioretto AI4CE 28 55 0 25 Jul 2023
Set Learning for Accurate and Calibrated Models Lukas Muttenthaler Robert A. Vandermeulen Qiuyi Zhang Thomas Unterthiner Klaus-Robert Muller 34 2 0 05 Jul 2023
Differentiable Clustering with Perturbed Spanning Forests Lawrence Stewart Francis R. Bach Felipe Llinares-López Quentin Berthet 26 8 0 25 May 2023
Self-Chained Image-Language Model for Video Localization and Question Answering Shoubin Yu Jaemin Cho Prateek Yadav Joey Tianyi Zhou 54 129 0 11 May 2023
Self-Ordering Point Clouds Pengwan Yang Cees G. M. Snoek Yuki M. Asano SSL 3DPC 21 4 0 03 Apr 2023
Token Sparsification for Faster Medical Image Segmentation Lei Zhou Huidong Liu Joseph Bae Junjun He Dimitris Samaras Prateek Prasanna MedIm 30 3 0 11 Mar 2023
Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective Michael E. Sander J. Puigcerver Josip Djolonga Gabriel Peyré Mathieu Blondel 21 18 0 02 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
Vision Transformer with Attentive Pooling for Robust Facial Expression Recognition Fanglei Xue Qiangchang Wang Zichang Tan Zhongsong Ma G. Guo ViT 38 67 0 11 Dec 2022
Token Turing Machines Michael S. Ryoo K. Gopalakrishnan Kumara Kahatapitiya Ted Xiao Kanishka Rao Austin Stone Yao Lu Julian Ibarz Anurag Arnab 27 21 0 16 Nov 2022
Iterative Patch Selection for High-Resolution Image Recognition Benjamin Bergner C. Lippert Aravindh Mahendran 20 12 0 24 Oct 2022
EmbryosFormer: Deformable Transformer and Collaborative Encoding-Decoding for Embryos Stage Development Classification Tien-Phat Nguyen Trong-Thang Pham Tri Minh Nguyen Hung Le Dung Nguyen Hau Lam Phong H. Nguyen Jennifer Fowler Minh-Triet Tran Ngan Le ViT 30 13 0 07 Oct 2022
Task-adaptive Spatial-Temporal Video Sampler for Few-shot Action Recognition Huabin Liu Weixian Lv John See W. Lin TTA 29 11 0 20 Jul 2022
TS2-Net: Token Shift and Selection Transformer for Text-Video Retrieval Yuqi Liu Pengfei Xiong Luhui Xu Shengming Cao Qin Jin 39 114 0 16 Jul 2022
Differentiable Top-k Classification Learning Felix Petersen Hilde Kuehne Christian Borgelt Oliver Deussen 59 28 0 15 Jun 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
Knowledge Mining with Scene Text for Fine-Grained Recognition Hao Wang Junchao Liao Tianheng Cheng Zewen Gao Hao Liu Bo Ren X. Bai Wenyu Liu 27 14 0 27 Mar 2022
Leveraging Randomized Smoothing for Optimal Control of Nonsmooth Dynamical Systems Quentin Le Lidec Fabian Schramm Louis Montaut Cordelia Schmid Ivan Laptev Justin Carpentier 38 24 0 08 Mar 2022
ScoreNet: Learning Non-Uniform Attention and Augmentation for Transformer-Based Histopathological Image Classification Thomas Stegmüller Behzad Bozorgtabar A. Spahr Jean-Philippe Thiran ViT MedIm 24 42 0 15 Feb 2022
Problem-dependent attention and effort in neural networks with applications to image resolution and model selection Chris Rohlfs 24 4 0 05 Jan 2022
Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang Xitong Yang Hengduo Li Li Liu Zuxuan Wu Yu-Gang Jiang ViT 21 63 0 23 Nov 2021
A Probabilistic Hard Attention Model For Sequentially Observed Scenes Samrudhdhi B. Rangrej James J. Clark 24 12 0 15 Nov 2021
Leveraging Recursive Gumbel-Max Trick for Approximate Inference in Combinatorial Spaces Kirill Struminsky Artyom Gadetsky D. Rakitin Danil Karpushkin Dmitry Vetrov BDL 22 9 0 28 Oct 2021
Towards mental time travel: a hierarchical memory for reinforcement learning agents Andrew Kyle Lampinen Stephanie C. Y. Chan Andrea Banino Felix Hill 24 47 0 28 May 2021