Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch

29 May 2025

Aneeshan Sain

Subhajit Maity

Pinaki Nath Chowdhury

Papers citing "Sketch Down the FLOPs: Towards Efficient Networks for Human Sketch"

50 / 58 papers shown

Title
How to Handle Sketch-Abstraction in Sketch-Based Image Retrieval? Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 86 9 0 11 Mar 2024
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention Xinyu Liu Houwen Peng Ningxin Zheng Yuqing Yang Han Hu Yixuan Yuan ViT 81 305 0 11 May 2023
DINOv2: Learning Robust Visual Features without Supervision Maxime Oquab Timothée Darcet Théo Moutakanni Huy Q. Vo Marc Szafraniec ... Hervé Jégou Julien Mairal Patrick Labatut Armand Joulin Piotr Bojanowski VLM CLIP SSL 390 3,506 0 14 Apr 2023
What Can Human Sketches Do for Object Detection? Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song ObjD 78 33 0 27 Mar 2023
Exploiting Unlabelled Photos for Stronger Fine-Grained SBIR Aneeshan Sain A. Bhunia Subhadeep Koley Pinaki Nath Chowdhury Soumitri Chattopadhyay Tao Xiang Yi-Zhe Song 100 19 0 24 Mar 2023
CLIP for All Things Zero-Shot Sketch-Based Image Retrieval, Fine-Grained or Not Aneeshan Sain A. Bhunia Pinaki Nath Chowdhury Subhadeep Koley Tao Xiang Yi-Zhe Song VLM 75 84 0 23 Mar 2023
Sketch2Saliency: Learning to Detect Salient Objects from Human Drawings A. Bhunia Subhadeep Koley Amandeep Kumar Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 116 20 0 20 Mar 2023
Picture that Sketch: Photorealistic Image Generation from Abstract Sketches Subhadeep Koley A. Bhunia Aneeshan Sain Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song 3DH 79 34 0 20 Mar 2023
Dynamic Low-Resolution Distillation for Cost-Efficient End-to-End Text Spotting Ying-Cong Chen Liang Qiao1 Zhanzhan Cheng Shiliang Pu Yi Niu Xi Li 71 4 0 14 Jul 2022
SceneTrilogy: On Human Scene-Sketch and its Complementarity with Photo and Text Pinaki Nath Chowdhury A. Bhunia Aneeshan Sain Subhadeep Koley Tao Xiang Yi-Zhe Song 90 30 0 25 Apr 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 64 44 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 101 21 0 28 Mar 2022
Sketch3T: Test-Time Training for Zero-Shot SBIR Aneeshan Sain A. Bhunia Vaishnav Potlapalli Pinaki Nath Chowdhury Tao Xiang Yi-Zhe Song VLM 63 50 0 28 Mar 2022
FS-COCO: Towards Understanding of Freehand Sketches of Common Objects in Context Pinaki Nath Chowdhury Aneeshan Sain A. Bhunia Tao Xiang Yulia Gryaditskaya Yi-Zhe Song 3DV 85 54 0 04 Mar 2022
Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval Dingrong Wang Hitesh Sapkota Xumin Liu Qi Yu 78 5 0 21 Nov 2021
Mobile-Former: Bridging MobileNet and Transformer Yinpeng Chen Xiyang Dai Dongdong Chen Mengchen Liu Xiaoyi Dong Lu Yuan Zicheng Liu ViT 258 491 0 12 Aug 2021
DECORE: Deep Compression with Reinforcement Learning Manoj Alwani Yang Wang Vashisht Madhavan AI4CE 55 44 0 11 Jun 2021
Dynamic Resolution Network Mingjian Zhu Kai Han Enhua Wu Qiulin Zhang Ying Nie Zhenzhong Lan Yunhe Wang OOD 85 52 0 05 Jun 2021
StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval Aneeshan Sain A. Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song 66 82 0 29 Mar 2021
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yongxin Yang Tao Xiang Yi-Zhe Song GAN SSL 69 62 0 25 Mar 2021
Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting A. Bhunia Pinaki Nath Chowdhury Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song SSL 83 61 0 25 Mar 2021
Learning to Resize Images for Computer Vision Tasks Hossein Talebi P. Milanfar 67 120 0 17 Mar 2021
Glance and Focus: a Dynamic Approach to Reducing Spatial Redundancy in Image Classification Yulin Wang Kangchen Lv Rui Huang Shiji Song Le Yang Gao Huang 3DH 47 150 0 11 Oct 2020
Cross-Modal Hierarchical Modelling for Fine-Grained Sketch Based Image Retrieval Aneeshan Sain A. Bhunia Yongxin Yang Tao Xiang Yi-Zhe Song 64 50 0 29 Jul 2020
Sketch-BERT: Learning Sketch Bidirectional Encoder Representation from Transformers by Self-supervised Learning of Sketch Gestalt Hangyu Lin Yanwei Fu Yu-Gang Jiang Xiangyang Xue SSL 75 66 0 19 May 2020
Learning When and Where to Zoom with Deep Reinforcement Learning Burak Uzkent Stefano Ermon 80 69 0 01 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 94 104 0 24 Feb 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 390 18,897 0 13 Feb 2020
Deep Learning for Free-Hand Sketch: A Survey Peng Xu Timothy M. Hospedales Qiyue Yin Yi-Zhe Song Tao Xiang Liang Wang 3DV 120 120 0 08 Jan 2020
Multi-Graph Transformer for Free-Hand Sketch Recognition Peng Xu Chaitanya K. Joshi Xavier Bresson ViT 77 87 0 24 Dec 2019
Goal-Driven Sequential Data Abstraction U. Muhammad Yongxin Yang Timothy M. Hospedales Tao Xiang Yi-Zhe Song 88 22 0 29 Jul 2019
EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks Mingxing Tan Quoc V. Le 3DV MedIm 172 18,193 0 28 May 2019
LiveSketch: Query Perturbations for Guided Sketch-based Visual Search John Collomosse Tu Bui Hailin Jin 89 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 55 181 0 06 Apr 2019
Semantically Tied Paired Cycle Consistency for Zero-Shot Sketch-based Image Retrieval Anjan Dutta Zeynep Akata 89 145 0 08 Mar 2019
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation Xin Eric Wang Qiuyuan Huang Asli Celikyilmaz Jianfeng Gao Dinghan Shen Yuan-fang Wang William Yang Wang Lei Zhang LM&Ro SSL 117 541 0 25 Nov 2018
Label Refinery: Improving ImageNet Classification through Label Progression Hessam Bagherinezhad Maxwell Horton Mohammad Rastegari Ali Farhadi 62 190 0 07 May 2018
Learning Deep Sketch Abstraction U. Muhammad Yongxin Yang Yi-Zhe Song Tao Xiang Timothy M. Hospedales 37 96 0 13 Apr 2018
Learning Deep Representations with Probabilistic Knowledge Transfer Nikolaos Passalis Anastasios Tefas 66 413 0 28 Mar 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 213 19,353 0 13 Jan 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 550 19,296 0 20 Jul 2017
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 58 1,761 0 20 Jul 2017
A Neural Representation of Sketch Drawings David R Ha Douglas Eck 133 870 0 11 Apr 2017
Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval Li Liu Fumin Shen Yuming Shen Xianglong Liu Ling Shao 108 271 0 16 Mar 2017
Deep Variation-structured Reinforcement Learning for Visual Relationship and Attribute Detection Xiaodan Liang Lisa Lee Eric Xing 76 252 0 08 Mar 2017
Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer Sergey Zagoruyko N. Komodakis 147 2,586 0 12 Dec 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 816 36,892 0 25 Aug 2016
DoReFa-Net: Training Low Bitwidth Convolutional Neural Networks with Low Bitwidth Gradients Shuchang Zhou Yuxin Wu Zekun Ni Xinyu Zhou He Wen Yuheng Zou MQ 135 2,090 0 20 Jun 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,510 0 10 Dec 2015
Fixed Point Quantization of Deep Convolutional Networks D. Lin S. Talathi V. Annapureddy MQ 106 816 0 19 Nov 2015