DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images

23 January 2019

Papers citing "DeepFashion2: A Versatile Benchmark for Detection, Pose Estimation, Segmentation and Re-Identification of Clothing Images"

50 / 136 papers shown

Title
Improving Personalized Search with Regularized Low-Rank Parameter Updates Fiona Ryan Josef Sivic Fabian Caba Heilbron Judy Hoffman James M. Rehg Bryan C. Russell 49 0 0 11 Jun 2025
Progressive Limb-Aware Virtual Try-On Xiaoyu Han Shengping Zhang Qinglin Liu Zonglin Li Chenyang Wang 3DH 190 5 0 16 Mar 2025
Personalized Generation In Large Model Era: A Survey Yiyan Xu Jinghao Zhang Alireza Salemi Xinting Hu Wenjie Wang Fuli Feng Hamed Zamani Xiangnan He Tat-Seng Chua 3DV 194 8 0 04 Mar 2025
One-Shot Affordance Grounding of Deformable Objects in Egocentric Organizing Scenes Wanjun Jia Fan Yang Mengfei Duan Xiao Chen Yansen Wang Yiming Jiang Wenrui Chen Kailun Yang Hui Yuan 84 0 0 03 Mar 2025
ComposeAnyone: Controllable Layout-to-Human Generation with Decoupled Multimodal Conditions Shiyue Zhang Zheng Chong Xi Lu Wenqing Zhang Haoxiang Li Xujie Zhang Jiehui Huang Xiao Dong Xiaodan Liang DiffM 81 0 0 21 Jan 2025
Personalized Representation from Personalized Generation Shobhita Sundaram Julia Chae Yonglong Tian Sara Beery Phillip Isola 116 1 0 20 Dec 2024
KptLLM: Unveiling the Power of Large Language Model for Keypoint Comprehension Jie Yang Wang Zeng Sheng Jin Lumin Xu Wentao Liu Chen Qian Ruimao Zhang MLLM 133 3 0 04 Nov 2024
LVD-2M: A Long-take Video Dataset with Temporally Dense Captions Tianwei Xiong Yuqing Wang Daquan Zhou Zhijie Lin Jiashi Feng Xihui Liu VGen 106 10 0 14 Oct 2024
Efficient and Discriminative Image Feature Extraction for Universal Image Retrieval Morris Florek David Tschirschwitz Björn Barz Volker Rodehorst VLM 67 0 0 20 Sep 2024
Garment Attribute Manipulation with Multi-level Attention Vittorio Casula Lorenzo Berlincioni Luca Cultrera Federico Becattini Chiara Pero Carmen Bisogni Marco Bertini A. Bimbo AI4CE 73 0 0 16 Sep 2024
BooW-VTON: Boosting In-the-Wild Virtual Try-On via Mask-Free Pseudo Data Training Xuanpu Zhang Dan Song Pengxin Zhan Qingguo Chen Zhao Xu Weihua Luo Kaifu Zhang Anan Liu DiffM 97 4 0 12 Aug 2024
Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval Xiaowan Hu Yiyi Chen Yan Li Minquan Wang Haoqian Wang Quan Chen Han Li Peng Jiang AI4TS 80 0 0 23 Jul 2024
CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models Zheng Chong Xiao Dong Haoxiang Li Shiyue Zhang Wenqing Zhang Xujie Zhang Hanqing Zhao D. Jiang Xiaodan Liang DiffM 136 24 0 21 Jul 2024
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation Yuanhao Zhai Kevin Qinghong Lin Linjie Li Chung-Ching Lin Jianfeng Wang Zhengyuan Yang David Doermann Junsong Yuan Zicheng Liu Lijuan Wang DiffM VGen 88 6 0 15 Jul 2024
Diffusion Model-Based Video Editing: A Survey Wenhao Sun Rong-Cheng Tu Jingyi Liao Dacheng Tao VGen 118 25 0 26 Jun 2024
CapeX: Category-Agnostic Pose Estimation from Textual Point Explanation M. Rusanovsky Or Hirschorn S. Avidan 76 3 0 01 Jun 2024
FashionFail: Addressing Failure Cases in Fashion Object Detection and Segmentation Riza Velioglu Robin Chan Barbara Hammer 92 0 0 12 Apr 2024
Identification of Fine-grained Systematic Errors via Controlled Scene Generation Valentyn Boreiko Matthias Hein J. H. Metzen 83 1 0 10 Apr 2024
End-to-end multi-modal product matching in fashion e-commerce Sándor Tóth Stephen Wilson Alexia Tsoukara Enric Moreu Anton Masalovich Lars Roemheld 124 0 0 18 Mar 2024
Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition Junde Wu Jiayuan Zhu Min Xu Yueming Jin 68 0 0 08 Mar 2024
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs Najmeh Forouzandehmehr Yijie Cao Nikhil Thakurdesai Ramin Giahi Luyi Ma Nima Farrokhsiar Jianpeng Xu Evren Körpeoglu Kannan Achan 85 2 0 02 Feb 2024
A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model N. Fang Le-miao Qiu Shuyou Zhang Zili Wang Kerui Hu Jianrong Tan 62 2 0 23 Jan 2024
Hulk: A Universal Knowledge Translator for Human-Centric Tasks Yizhou Wang YiXuan Wu Shixiang Tang Weizhen He Xun Guo ... Lei Bai Rui Zhao Jian Wu Tong He Wanli Ouyang VLM 206 14 0 04 Dec 2023
The Contemporary Art of Image Search: Iterative User Intent Expansion via Vision-Language Model Yilin Ye Qian Zhu Shishi Xiao Kang Zhang Wei Zeng 102 4 0 04 Dec 2023
Street TryOn: Learning In-the-Wild Virtual Try-On from Unpaired Person Images Aiyu Cui Jay Mahajan Viraj Shah Preeti Gomathinayagam Chang Liu Svetlana Lazebnik OOD DiffM 59 16 0 27 Nov 2023
MagicPose: Realistic Human Poses and Facial Expressions Retargeting with Identity-aware Diffusion Di Chang Yichun Shi Quankai Gao Jessica Fu Hongyi Xu Guoxian Song Qing Yan Yizhe Zhu Xiao Yang Mohammad Soleymani DiffM VGen 108 59 0 18 Nov 2023
X-Pose: Detecting Any Keypoints Jie Yang Ailing Zeng Ruimao Zhang Lei Zhang 93 7 0 12 Oct 2023
Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing Lu Dai Liqian Ma Shenhan Qian Hao Liu Ziwei Liu Hui Xiong 3DH 94 4 0 28 Sep 2023
Identifying Systematic Errors in Object Detectors with the SCROD Pipeline Valentyn Boreiko Matthias Hein J. H. Metzen 71 6 0 23 Sep 2023
CIParsing: Unifying Causality Properties into Multiple Human Parsing Xiaojia Chen Xuanhan Wang Lianli Gao Beitao Chen Jingkuan Song HenTao Shen 88 0 0 23 Aug 2023
TeCH: Text-guided Reconstruction of Lifelike Clothed Humans Yangyi Huang Hongwei Yi Yuliang Xiu Tingting Liao Jiaxiang Tang Deng Cai Justus Thies DiffM 132 86 0 16 Aug 2023
Cross-view Semantic Alignment for Livestreaming Product Recognition Wenjie Yang Yiyi Chen Yan Li Yanhua Cheng Xudong Liu Quanming Chen Han Li 67 2 0 09 Aug 2023
DisCo: Disentangled Control for Realistic Human Dance Generation Tan Wang Linjie Li Kevin Qinghong Lin Yuanhao Zhai Chung-Ching Lin Zhengyuan Yang Hanwang Zhang Zicheng Liu Lijuan Wang VGen 143 89 0 30 Jun 2023
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation Benedikt Blumenstiel Johannes Jakubik Hilde Kuhne Michael Vossing VLM 129 18 0 27 Jun 2023
Meta-Personalizing Vision-Language Models to Find Named Instances in Video Chun-Hsiao Yeh Bryan C. Russell Josef Sivic Fabian Caba Heilbron Simon Jenni VLM MLLM 101 11 0 16 Jun 2023
LRVS-Fashion: Extending Visual Search with Referring Instructions Simon Lepage Jérémie Mary David Picard 92 1 0 05 Jun 2023
Fashion Object Detection for Tops & Bottoms A. Petridis Mirela C. Popa Filipa Peleja Dario Dotti Alberto de Santos 52 0 0 29 May 2023
Non-adversarial Robustness of Deep Learning Methods for Computer Vision Gorana Gojić V. Vincan O. Kundacina D. Mišković Dinu Dragan OOD 52 4 0 24 May 2023
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos Lingteng Qiu Guanying Chen Jiapeng Zhou Mutian Xu Junle Wang Xiaoguang Han 3DH 108 20 0 23 May 2023
A Virtual Reality Framework for Human-Robot Collaboration in Cloth Folding Marco Moletta Maciej K. Wozniak Michael C. Welle Danica Kragic 92 11 0 12 May 2023
Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste? Mengyun Shi Claire Cardie Serge Belongie 65 1 0 03 May 2023
Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste Mengyun Shi Serge Belongie Claire Cardie 59 2 0 03 May 2023
DETR-based Layered Clothing Segmentation and Fine-Grained Attribute Recognition Hao Tian Yu Cao P. Y. Mok ViT 108 4 0 17 Apr 2023
DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion J. Karras Aleksander Holynski Ting-Chun Wang Ira Kemelmacher-Shlizerman DiffM VGen 93 149 0 12 Apr 2023
From Saliency to DINO: Saliency-guided Vision Transformer for Few-shot Keypoint Detection Changsheng Lu Hao Zhu Piotr Koniusz 77 11 0 06 Apr 2023
Adaptive Cross Batch Normalization for Metric Learning Thalaiyasingam Ajanthan Matt Ma Anton Van Den Hengel Stephen Gould 57 0 0 30 Mar 2023
ARMBench: An Object-centric Benchmark Dataset for Robotic Manipulation Chaitanya Mitash Fan Wang Shiyang Lu Vikedo Terhuja T. Garaas F. Polido M. Nambi 117 28 0 29 Mar 2023
Multi-Granularity Archaeological Dating of Chinese Bronze Dings Based on a Knowledge-Guided Relation Graph Rixin Zhou Jiafu Wei Qian Zhang RuiHua Qi Xi Yang Chuntao Li AI4CE 152 3 0 27 Mar 2023
Open-World Pose Transfer via Sequential Test-Time Adaption Junyang Chen Xiaoyu Xian Zhi Yang Tianshui Chen Yongyi Lu Yukai Shi Jin-shan Pan Liang Lin TTA 74 3 0 20 Mar 2023
UniHCP: A Unified Model for Human-Centric Perceptions Yuanzheng Ci Yizhou Wang Meilin Chen Shixiang Tang Lei Bai Feng Zhu Rui Zhao F. Yu Donglian Qi Wanli Ouyang 137 52 0 06 Mar 2023