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Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation

6 June 2022

Lei Zhang

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Papers citing "Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation"

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Title
Semi-Supervised Semantic Segmentation via Marginal Contextual Information Moshe Kimhi Shai Kimhi Evgenii Zheltonozhskii Or Litany Chaim Baskin 108 12 0 26 Aug 2023
A Unified Framework for 3D Point Cloud Visual Grounding Haojia Lin Yongdong Luo Xiawu Zheng Lijiang Li Yong Li Taisong Jin Donghao Luo Yan Wang Liujuan Cao Rongrong Ji 93 3 0 23 Aug 2023
CVFC: Attention-Based Cross-View Feature Consistency for Weakly Supervised Semantic Segmentation of Pathology Images Liangrui Pan Lian-min Wang Zhichao Feng Liwen Xu Shaoliang Peng 78 2 0 21 Aug 2023
InsMapper: Exploring Inner-instance Information for Vectorized HD Mapping Zhenhua Xu Kenneth K. Y. Wong Hengshuang Zhao 88 11 0 16 Aug 2023
MapTRv2: An End-to-End Framework for Online Vectorized HD Map Construction Bencheng Liao Shaoyu Chen Yunchi Zhang Bo Jiang Qian Zhang Wenyu Liu Chang Huang Xinggang Wang 3DV ViT 157 123 0 10 Aug 2023
Mask Frozen-DETR: High Quality Instance Segmentation with One GPU Zhanhao Liang Yuhui Yuan ISeg 107 4 0 07 Aug 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 100 152 0 04 Aug 2023
The All-Seeing Project: Towards Panoptic Visual Recognition and Understanding of the Open World Weiyun Wang Min Shi Qingyun Li Wen Wang Zhenhang Huang ... Zhiguo Cao Yushi Chen Tong Lu Jifeng Dai Yu Qiao LRM MLLM 133 88 0 03 Aug 2023
Point2Mask: Point-supervised Panoptic Segmentation via Optimal Transport Wentong Li Yu-Jie Yuan Song Wang Jianke Zhu Jianshu Li Jian Liu Lei Zhang 3DPC OT 112 21 0 03 Aug 2023
Revisiting DETR Pre-training for Object Detection Yan Ma Weicong Liang Bo-Ying Chen Yiduo Hao Bojian Hou Xiangyu Yue Chao Zhang Yuhui Yuan VLM ViT 68 5 0 02 Aug 2023
GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models Jing Hao Xinyu Li Liang Gao Shumin Han VLM DiffM 116 2 0 22 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 148 40 0 18 Jul 2023
OG: Equip vision occupancy with instance segmentation and visual grounding Zichao Dong Hang Ji Weikun Zhang Xufeng Huang Junbo Chen ISeg VLM 46 0 0 12 Jul 2023
Semantic-SAM: Segment and Recognize Anything at Any Granularity Feng Li Hao Zhang Pei Sun Xueyan Zou Siyi Liu Jianwei Yang Chun-yue Li Lei Zhang Jianfeng Gao VLM 112 178 0 10 Jul 2023
EffSeg: Efficient Fine-Grained Instance Segmentation using Structure-Preserving Sparsity Cédric Picron Tinne Tuytelaars ISeg 60 0 0 04 Jul 2023
AVSegFormer: Audio-Visual Segmentation with Transformer Sheng Gao Zhe Chen Guo Chen Wenhai Wang Tong Lu VOS 115 52 0 03 Jul 2023
Hierarchical Open-vocabulary Universal Image Segmentation Xudong Wang Shufang Li Konstantinos Kallidromitis Yu Kato Kazuki Kozuka Trevor Darrell VLM OCL 126 41 0 03 Jul 2023
ReMaX: Relaxing for Better Training on Efficient Panoptic Segmentation Shuyang Sun Weijun Wang Qihang Yu Andrew G. Howard Philip Torr Liang-Chieh Chen 107 15 0 29 Jun 2023
Symphonize 3D Semantic Scene Completion with Contextual Instance Queries Hao Jiang Tianheng Cheng Naiyu Gao Haoyang Zhang Tianwei Lin Wenyu Liu Xinggang Wang 93 61 0 27 Jun 2023
MachMap: End-to-End Vectorized Solution for Compact HD-Map Construction Limeng Qiao Yongchao Zheng Peng Zhang Wenjie Ding Xi Qiu Xing Wei Fangqiu Yi 3DGS 3DPC 3DV 85 17 0 17 Jun 2023
Robustness Analysis on Foundational Segmentation Models Madeline Chantry Schiappa Shehreen Azad V. Sachidanand Yunhao Ge O. Mikšík Yogesh S Rawat Vibhav Vineet OOD VLM AAML 73 9 0 15 Jun 2023
Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models Lingxi Xie Longhui Wei Xiaopeng Zhang Kaifeng Bi Xiaotao Gu Jianlong Chang Qi Tian 88 7 0 14 Jun 2023
VISION Datasets: A Benchmark for Vision-based InduStrial InspectiON Haoping Bai Shancong Mou Tatiana Likhomanenko R. G. Cinbis Oncel Tuzel Ping Huang Jiulong Shan Jianjun Shi Mengsi Cao VLM 73 26 0 13 Jun 2023
detrex: Benchmarking Detection Transformers Tianhe Ren Siyi Liu Feng Li Hao Zhang Ailing Zeng ... Zhaoyang Zeng Xianbiao Qi Yuhui Yuan Jianwei Yang Lei Zhang 83 14 0 12 Jun 2023
SegViTv2: Exploring Efficient and Continual Semantic Segmentation with Plain Vision Transformers Bowen Zhang Liyang Liu Minh Hieu Phan Zhi Tian Chunhua Shen Yifan Liu ViT 114 30 0 09 Jun 2023
RefineVIS: Video Instance Segmentation with Temporal Attention Refinement Andre Abrantes Jiang Wang Peng Chu Quanzeng You Zicheng Liu VOS 53 0 0 07 Jun 2023
Industrial Anomaly Detection and Localization Using Weakly-Supervised Residual Transformers Hanxi Li Jing Wu Lin Yuanbo Wu Hao Chen Deyin Liu Mingwen Wang Peng Wang ViT 106 4 0 06 Jun 2023
Interactive Segment Anything NeRF with Feature Imitation Xiaokang Chen Jiaxiang Tang Diwen Wan Jingbo Wang Gang Zeng 111 22 0 25 May 2023
ICDAR 2023 Competition on Robust Layout Segmentation in Corporate Documents Christoph Auer A. Nassar Maksym Lysak Michele Dolfi Nikolaos Livathinos Peter W. J. Staar OOD 3DV 65 7 0 24 May 2023
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection Burhaneddin Yaman Tanvir Mahmud Chun-Hao Liu 99 5 0 14 May 2023
Self-Supervised Instance Segmentation by Grasping YuXuan Liu Xi Chen Pieter Abbeel 67 6 0 10 May 2023
SwinDocSegmenter: An End-to-End Unified Domain Adaptive Transformer for Document Instance Segmentation Ayan Banerjee Sanket Biswas Josep Lladós Umapada Pal ViT 90 16 0 08 May 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 170 147 0 19 Apr 2023
Boosting Semantic Segmentation with Semantic Boundaries Haruya Ishikawa Y. Aoki 62 4 0 19 Apr 2023
Align-DETR: Improving DETR with Simple IoU-aware BCE loss Zhi Cai Songtao Liu Guodong Wang Zheng Ge Xiangyu Zhang Di Huang 95 4 0 15 Apr 2023
Segment Everything Everywhere All at Once Xueyan Zou Jianwei Yang Hao Zhang Feng Li Linjie Li Jianfeng Wang Lijuan Wang Jianfeng Gao Yong Jae Lee MLLM VLM 125 493 0 13 Apr 2023
Detection Transformer with Stable Matching Siyi Liu Tianhe Ren Jia-Yu Chen Zhaoyang Zeng Hao Zhang ... Hongyang Li Jun Huang Hang Su Jun Zhu Lei Zhang 80 36 0 10 Apr 2023
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Cong Han Yujie Zhong Dengjie Li Kai Han Lin Ma VLM SSeg 96 34 0 03 Apr 2023
MDQE: Mining Discriminative Query Embeddings to Segment Occluded Instances on Challenging Videos Minghan Li Shuai Li Wangmeng Xiang Lei Zhang 86 10 0 25 Mar 2023
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception Zixiang Zhou Dongqiangzi Ye Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 67 10 0 21 Mar 2023
TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization Ziquan Liu Yi Tian Xu Xiangyang Ji Antoni B. Chan AAML 58 18 0 20 Mar 2023
FastInst: A Simple Query-Based Model for Real-Time Instance Segmentation Junjie He Pengyu Li Yifeng Geng Xuansong Xie ISeg VLM 77 53 0 15 Mar 2023
A Simple Framework for Open-Vocabulary Segmentation and Detection Hao Zhang Feng Li Xueyan Zou Siyi Liu Chun-yue Li Jianfeng Gao Jianwei Yang Lei Zhang ObjD VLM 95 162 0 14 Mar 2023
MP-Former: Mask-Piloted Transformer for Image Segmentation Hao Zhang Feng Li Hu-Sheng Xu Shijia Huang Siyi Liu L. Ni Lei Zhang ViT MedIm 113 60 0 13 Mar 2023
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR Feng Li Ailing Zeng Siyi Liu Hao Zhang Hongyang Li Lei Zhang L. Ni ViT 89 71 0 13 Mar 2023
Object-Centric Multi-Task Learning for Human Instances Hyeongseok Son Sang-Il Jung Solae Lee Seong-heum Kim Seungsang Park ByungIn Yoo 3DH 128 0 0 13 Mar 2023
Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection Shilong Liu Zhaoyang Zeng Tianhe Ren Feng Li Hao Zhang ... Chun-yue Li Jianwei Yang Hang Su Jun Zhu Lei Zhang ObjD 206 2,037 0 09 Mar 2023
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models Jiarui Xu Sifei Liu Arash Vahdat Wonmin Byeon Xiaolong Wang Shalini De Mello VLM 288 336 0 08 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 139 52 0 06 Mar 2023
Visual Atoms: Pre-training Vision Transformers with Sinusoidal Waves Sora Takashima Ryo Hayamizu Nakamasa Inoue Hirokatsu Kataoka Rio Yokota 102 20 0 02 Mar 2023