A Benchmark and Baseline for Language-Driven Image Editing

5 October 2020

Jing Shi

Papers citing "A Benchmark and Baseline for Language-Driven Image Editing"

27 / 27 papers shown

Title
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models Lorenzo Baraldi Davide Bucciarelli Federico Betti Marcella Cornia Lorenzo Baraldi N. Sebe Rita Cucchiara 193 0 0 26 May 2025
HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing Jinbin Bai Wei Chow L. Yang Hefei Ling Juncheng Billy Li Hao Zhang Shuicheng Yan 146 7 0 05 Dec 2024
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions Weifeng Lin Xinyu Wei Renrui Zhang Le Zhuo Shitian Zhao ... Junlin Xie Junlin Xie Yu Qiao Peng Gao Hongsheng Li MLLM DiffM 127 13 0 23 Sep 2024
Kornia: an Open Source Differentiable Computer Vision Library for PyTorch F. Mokhayeri Dmytro Mishkin Daniel Ponsa Ethan Rublee Gary R. Bradski VLM AI4TS 128 355 0 05 Oct 2019
A Fast and Accurate One-Stage Approach to Visual Grounding Zhengyuan Yang Boqing Gong Liwei Wang Wenbing Huang Dong Yu Jiebo Luo ObjD 46 362 0 18 Aug 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 131 697 0 26 Apr 2019
Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing Xihui Liu Zihao Wang Jing Shao Xiaogang Wang Hongsheng Li ObjD 70 182 0 03 Mar 2019
UPSNet: A Unified Panoptic Segmentation Network Yuwen Xiong Renjie Liao Hengshuang Zhao Rui Hu Min Bai Ersin Yumer R. Urtasun SSeg 63 430 0 12 Jan 2019
EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning Kamyar Nazeri Eric Ng Tony Joseph F. Qureshi Mehran Ebrahimi GAN 63 685 0 01 Jan 2019
Sequential Attention GAN for Interactive Image Editing Yu Cheng Zhe Gan Yitong Li Jingjing Liu Jianfeng Gao 54 96 0 20 Dec 2018
Tell, Draw, and Repeat: Generating and Modifying Images Based on Continual Linguistic Instruction Alaaeldin El-Nouby Shikhar Sharma Hannes Schulz Devon Hjelm Layla El Asri Samira Ebrahimi Kahou Yoshua Bengio Graham W.Taylor VLM 90 122 0 24 Nov 2018
Text-Adaptive Generative Adversarial Networks: Manipulating Images with Natural Language Seonghyeon Nam Yunji Kim Seon Joo Kim GAN 72 207 0 29 Oct 2018
Learning to Globally Edit Images with Textual Description Hai Wang Jason D. Williams Sin-Han Kang DiffM 56 18 0 13 Oct 2018
Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning Jongchan Park Joon-Young Lee Donggeun Yoo In So Kweon OffRL 47 197 0 12 Apr 2018
Interactive Image Manipulation with Natural Language Instruction Commands Seitaro Shinagawa Koichiro Yoshino S. Sakti Yu Suzuki Satoshi Nakamura 48 14 0 23 Feb 2018
MAttNet: Modular Attention Network for Referring Expression Comprehension Licheng Yu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Joey Tianyi Zhou Tamara L. Berg ObjD 97 828 0 24 Jan 2018
Panoptic Segmentation Alexander Kirillov Kaiming He Ross B. Girshick Carsten Rother Piotr Dollár 104 1,435 0 03 Jan 2018
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks Tao Xu Pengchuan Zhang Qiuyuan Huang Han Zhang Zhe Gan Xiaolei Huang Xiaodong He GAN ViT 108 1,716 0 28 Nov 2017
Language-Based Image Editing with Recurrent Attentive Models Jianbo Chen Yelong Shen Jianfeng Gao Jingjing Liu Xiaodong Liu 70 122 0 16 Nov 2017
Be Your Own Prada: Fashion Synthesis with Structural Coherence Shizhan Zhu Sanja Fidler R. Urtasun Dahua Lin Chen Change Loy 52 275 0 19 Oct 2017
Exposure: A White-Box Photo Post-Processing Framework Yuanming Hu Hao He Chenxi Xu Baoyuan Wang Stephen Lin 45 308 0 27 Sep 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 126 577 0 18 Apr 2017
StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks Han Zhang Tao Xu Hongsheng Li Shaoting Zhang Xiaogang Wang Xiaolei Huang Dimitris N. Metaxas GAN 110 2,723 0 10 Dec 2016
Generative Adversarial Text to Image Synthesis Scott E. Reed Zeynep Akata Xinchen Yan Lajanugen Logeswaran Bernt Schiele Honglak Lee GAN 201 3,144 0 17 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,878 0 10 Dec 2015
Natural Language Object Retrieval Ronghang Hu Huazhe Xu Marcus Rohrbach Jiashi Feng Kate Saenko Trevor Darrell ObjD 94 553 0 13 Nov 2015
Neural Module Networks Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein CoGe 134 1,072 0 09 Nov 2015