What Sketch Explainability Really Means for Downstream Tasks

14 March 2024

Hmrishav Bandyopadhyay

Pinaki Nath Chowdhury

Papers citing "What Sketch Explainability Really Means for Downstream Tasks"

28 / 28 papers shown

Title
Adding Conditional Control to Text-to-Image Diffusion Models Lvmin Zhang Anyi Rao Maneesh Agrawala AI4CE 46 4,015 1 10 Feb 2023
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches A. Bhunia Viswanatha Reddy Gajjala Subhadeep Koley Rohit Kundu Aneeshan Sain Tao Xiang Yi-Zhe Song CLL 54 30 0 28 Mar 2022
Sketching without Worrying: Noise-Tolerant Sketch-Based Image Retrieval A. Bhunia Subhadeep Koley Abdullah Faiz Ur Rahman Khilji Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song AAML 45 43 0 28 Mar 2022
Partially Does It: Towards Scene-Level FG-SBIR with Partial Input Pinaki Nath Chowdhury A. Bhunia Viswanatha Reddy Gajjala Aneeshan Sain Tao Xiang Yi-Zhe Song 59 21 0 28 Mar 2022
SketchEdit: Mask-Free Local Image Manipulation with Partial Sketches Yu Zeng Zhe Lin Vishal M. Patel DiffM 27 45 0 30 Nov 2021
Sketch Your Own GAN Sheng-Yu Wang David Bau Jun-Yan Zhu GAN 41 70 0 05 Aug 2021
Guided Integrated Gradients: An Adaptive Path Method for Removing Noise A. Kapishnikov Subhashini Venugopalan Besim Avci Benjamin D. Wedin Michael Terry Tolga Bolukbasi 49 93 0 17 Jun 2021
Sketch-Guided Object Localization in Natural Images Aditay Tripathi Rajath R Dani Anand Mishra Anirban Chakraborty 33 27 0 14 Aug 2020
SketchyCOCO: Image Generation from Freehand Scene Sketches Chengying Gao Qi Liu Qi Xu Limin Wang Jianzhuang Liu C. Zou 107 116 0 05 Mar 2020
Sketch Less for More: On-the-Fly Fine-Grained Sketch Based Image Retrieval A. Bhunia Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 50 104 0 24 Feb 2020
Why Do Line Drawings Work? A Realism Hypothesis Aaron Hertzmann 34 56 0 14 Feb 2020
LiveSketch: Query Perturbations for Guided Sketch-based Visual Search John Collomosse Tu Bui Hailin Jin 40 57 0 14 Apr 2019
Doodle to Search: Practical Zero-Shot Sketch-based Image Retrieval S. Dey Pau Riba Anjan Dutta Josep Llados Yi-Zhe Song 24 180 0 06 Apr 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 52 144 0 08 Mar 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 479 10,466 0 12 Dec 2018
RISE: Randomized Input Sampling for Explanation of Black-box Models Vitali Petsiuk Abir Das Kate Saenko FAtt 97 1,159 0 19 Jun 2018
SketchyGAN: Towards Diverse and Realistic Sketch to Image Synthesis W. Chen James Hays GAN 61 306 0 09 Jan 2018
On the Robustness of Semantic Segmentation Models to Adversarial Attacks Anurag Arnab O. Mikšík Philip Torr AAML 50 305 0 27 Nov 2017
The (Un)reliability of saliency methods Pieter-Jan Kindermans Sara Hooker Julius Adebayo Maximilian Alber Kristof T. Schütt Sven Dähne D. Erhan Been Kim FAtt XAI 69 683 0 02 Nov 2017
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 187 18,685 0 20 Jul 2017
Real Time Image Saliency for Black Box Classifiers P. Dabkowski Y. Gal 33 586 0 22 May 2017
Interpretable Explanations of Black Boxes by Meaningful Perturbation Ruth C. Fong Andrea Vedaldi FAtt AAML 30 1,514 0 11 Apr 2017
Learning Important Features Through Propagating Activation Differences Avanti Shrikumar Peyton Greenside A. Kundaje FAtt 80 3,848 0 10 Apr 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 70 5,920 0 04 Mar 2017
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 111 9,266 0 14 Dec 2015
Striving for Simplicity: The All Convolutional Net Jost Tobias Springenberg Alexey Dosovitskiy Thomas Brox Martin Riedmiller FAtt 137 4,653 0 21 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 113 14,831 1 21 Dec 2013
Visualizing and Understanding Convolutional Networks Matthew D. Zeiler Rob Fergus FAtt SSL 196 15,825 0 12 Nov 2013