Learning Representations for Automatic Colorization

22 March 2016

Gustav Larsson

Michael Maire

Gregory Shakhnarovich

VLM

SSL

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Papers citing "Learning Representations for Automatic Colorization"

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Enhancing User Sequence Modeling through Barlow Twins-based Self-Supervised Learning Yuhan Liu Lin Ning Neo Wu Karan Singhal Philip Mansfield D. Berlowitz Sushant Prakash Bradley Green SSL 54 0 0 02 May 2025
Self-supervised Benchmark Lottery on ImageNet: Do Marginal Improvements Translate to Improvements on Similar Datasets? Utku Ozbulak Esla Timothy Anzaku Solha Kang W. D. Neve J. Vankerschaver 52 0 0 28 Jan 2025
How Well Do Self-Supervised Methods Perform in Cross-Domain Few-Shot Learning? Yiyi Zhang Ying Zheng Xiaogang Xu Jun Wang SSL 56 4 0 28 Jan 2025
Calibrated Cache Model for Few-Shot Vision-Language Model Adaptation Kun Ding Qiang Yu Haojian Zhang Gaofeng Meng Shiming Xiang VLM 30 0 0 11 Oct 2024
Look Ahead or Look Around? A Theoretical Comparison Between Autoregressive and Masked Pretraining Qi Zhang Tianqi Du Haotian Huang Yifei Wang Yisen Wang 36 3 0 01 Jul 2024
A Review on Discriminative Self-supervised Learning Methods in Computer Vision Nikolaos Giakoumoglou Tania Stathaki Athanasios Gkelias SSL 64 0 0 08 May 2024
Automatic Controllable Colorization via Imagination Xiaoyan Cong Yue Wu Qifeng Chen Chenyang Lei DiffM 26 5 0 08 Apr 2024
CCC++: Optimized Color Classified Colorization with Segment Anything Model (SAM) Empowered Object Selective Color Harmonization Mrityunjoy Gain Avi Deb Raha Rameswar Debnath 18 3 0 18 Mar 2024
SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization Youssef Mourchid M. Donias Y. Berthoumieu Mohamed Najim GAN 32 1 0 21 Dec 2023
Set Features for Anomaly Detection Niv Cohen Issar Tzachor Yedid Hoshen 32 0 0 24 Nov 2023
Pre-Training LiDAR-Based 3D Object Detectors Through Colorization Tai-Yu Pan Chenyang Ma Tianle Chen Cheng Perng Phoo Katie Z Luo Yurong You Mark E. Campbell Kilian Q. Weinberger B. Hariharan Wei-Lun Chao 3DPC 25 4 0 23 Oct 2023
Online Supervised Training of Spaceborne Vision during Proximity Operations using Adaptive Kalman Filtering T. Park Simone DÁmico 32 8 0 20 Sep 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 28 1 0 22 Jul 2023
UW-ProCCaps: UnderWater Progressive Colourisation with Capsules Rita Pucci N. Martinel 28 2 0 03 Jul 2023
BioGAN: An unpaired GAN-based image to image translation model for microbiological images Saber Mirzaee Bafti C. Ang G. Marcelli M. Hossain Sadiya Maxamhud A. Tsaousis MedIm 29 1 0 09 Jun 2023
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation Saurabh Saxena Charles Herrmann Junhwa Hur Abhishek Kar Mohammad Norouzi Deqing Sun David J. Fleet DiffM 33 78 0 02 Jun 2023
Accelerating Diffusion Models for Inverse Problems through Shortcut Sampling Gongye Liu Haoze Sun Jiayi Li Fei Yin Yujiu Yang 35 19 0 26 May 2023
Reverse Engineering Self-Supervised Learning Ido Ben-Shaul Ravid Shwartz-Ziv Tomer Galanti S. Dekel Yann LeCun SSL 23 34 0 24 May 2023
FlowChroma -- A Deep Recurrent Neural Network for Video Colorization Thejan Wijesinghe C. Abeysinghe Chanuka Wijayakoon Lahiru Jayathilake Uthayasanker Thayasivam 11 1 0 23 May 2023
SPColor: Semantic Prior Guided Exemplar-based Image Colorization Si-Yu Chen Xueming Li Xianlin Zhang Mingdao Wang Yu Zhang Yue Zhang 26 2 0 13 Apr 2023
Generative Diffusion Prior for Unified Image Restoration and Enhancement Ben Fei Zhaoyang Lyu Liang Pan Junzhe Zhang Weidong Yang Tian-jian Luo Bo-Wen Zhang Bo Dai DiffM 37 177 0 03 Apr 2023
SELF-VS: Self-supervised Encoding Learning For Video Summarization Hojjat Mokhtarabadi Kaveh Bahraman M. Hosseinzadeh M. Eftekhari AI4TS SSL ViT 25 0 0 28 Mar 2023
Best of Both Worlds: Multimodal Contrastive Learning with Tabular and Imaging Data Paul Hager M. Menten Daniel Rueckert 29 47 0 24 Mar 2023
SVCNet: Scribble-based Video Colorization Network with Temporal Aggregation Yuzhi Zhao L. Po Kangcheng Liu Xuehui Wang W. Yu Pengfei Xian Yujia Zhang Mengyang Liu VOS 27 8 0 21 Mar 2023
Convolutional Visual Prompt for Robust Visual Perception Yun-Yun Tsai Chengzhi Mao Junfeng Yang VLM VPVLM 31 13 0 01 Mar 2023
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis Hong-Yu Zhou Chi-Ken Lu Chaoqi Chen Sibei Yang Yizhou Yu 42 52 0 02 Jan 2023
Unsupervised Object Localization: Observing the Background to Discover Objects Oriane Siméoni Chloé Sekkat Gilles Puy Antonín Vobecký Éloi Zablocki Patrick Pérez OCL SSL 34 51 0 15 Dec 2022
BiSTNet: Semantic Image Prior Guided Bidirectional Temporal Feature Fusion for Deep Exemplar-based Video Colorization Yixin Yang Zhongzheng Peng Xiaoyu Du Zhulin Tao Jinhui Tang Jin-shan Pan VOS 11 16 0 05 Dec 2022
A Knowledge-based Learning Framework for Self-supervised Pre-training Towards Enhanced Recognition of Biomedical Microscopy Images Wei Chen Chen Li Dan Chen Xin Luo MedIm SSL 32 12 0 27 Nov 2022
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works Chao Tao Ji Qi Mingning Guo Qing Zhu Haifeng Li SSL 24 56 0 15 Nov 2022
Distilling Representations from GAN Generator via Squeeze and Span Yu Yang Xiaotian Cheng Chang-rui Liu Hakan Bilen Xiang Ji GAN 29 0 0 06 Nov 2022
Local Manifold Augmentation for Multiview Semantic Consistency Yu Yang Wing Yin Cheung Chang-rui Liu Xiang Ji 34 1 0 05 Nov 2022
Adversarial Pretraining of Self-Supervised Deep Networks: Past, Present and Future Guo-Jun Qi M. Shah SSL 23 8 0 23 Oct 2022
Self-Supervised Representation Learning for CAD Benjamin T. Jones Michael Hu Vladimir G. Kim Adriana Schulz SSL AI4CE 23 18 0 19 Oct 2022
Reference Based Color Transfer for Medical Volume Rendering Sudarshan Devkota S. Pattanaik DiffM MedIm 22 0 0 14 Oct 2022
Exemplar-Based Image Colorization with A Learning Framework Zhenfeng Xue Jian Yang J. Ren Yong Liu 17 0 0 13 Sep 2022
Unsupervised Scene Sketch to Photo Synthesis Jiayun Wang Sangryul Jeon Stella X. Yu Xi Zhang H. Arora Yunyi Lou SSL 16 5 0 06 Sep 2022
A Survey on Masked Autoencoder for Self-supervised Learning in Vision and Beyond Chaoning Zhang Chenshuang Zhang Junha Song John Seon Keun Yi Kang Zhang In So Kweon SSL 57 71 0 30 Jul 2022
Bootstrapped Masked Autoencoders for Vision BERT Pretraining Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu 22 75 0 14 Jul 2022
HealNet -- Self-Supervised Acute Wound Heal-Stage Classification Héctor Carrión Mohammad Jafari Hsin-ya Yang Roslyn Rivkah M. Rolandi Marcella M. Gomez Narges Norouzi 12 6 0 21 Jun 2022
Self-Supervised Learning for Videos: A Survey Madeline Chantry Schiappa Y. S. Rawat M. Shah SSL 36 131 0 18 Jun 2022
Beyond Supervised vs. Unsupervised: Representative Benchmarking and Analysis of Image Representation Learning M. Gwilliam Abhinav Shrivastava SSL 76 19 1 16 Jun 2022
Efficient Self-supervised Vision Pretraining with Local Masked Reconstruction Jun Chen Ming Hu Boyang Albert Li Mohamed Elhoseiny 41 36 0 01 Jun 2022
Decoder Denoising Pretraining for Semantic Segmentation Emmanuel B. Asiedu Simon Kornblith Ting Chen Niki Parmar Matthias Minderer Mohammad Norouzi AI4CE 193 26 0 23 May 2022
MAD: Self-Supervised Masked Anomaly Detection Task for Multivariate Time Series Yiwei Fu Feng Xue AI4TS 26 15 0 04 May 2022
Pik-Fix: Restoring and Colorizing Old Photos Runsheng Xu Zhengzhong Tu Yuanqi Du Xiaoyu Dong Jinlong Li Zibo Meng Jiaqi Ma A. Bovik Hongkai Yu 39 13 0 04 May 2022
Two Decades of Colorization and Decolorization for Images and Videos Shikun Liu 24 6 0 28 Apr 2022
Context-Aware Sequence Alignment using 4D Skeletal Augmentation Taein Kwon Bugra Tekin Siyu Tang Marc Pollefeys 33 13 0 26 Apr 2022
Masked Siamese Networks for Label-Efficient Learning Mahmoud Assran Mathilde Caron Ishan Misra Piotr Bojanowski Florian Bordes Pascal Vincent Armand Joulin Michael G. Rabbat Nicolas Ballas SSL 28 310 0 14 Apr 2022
Robust Cross-Modal Representation Learning with Progressive Self-Distillation A. Andonian Shixing Chen Raffay Hamid VLM 26 54 0 10 Apr 2022