Contrastive Grouping with Transformer for Referring Image Segmentation

2 September 2023

Papers citing "Contrastive Grouping with Transformer for Referring Image Segmentation"

34 / 34 papers shown

Title
Deformable Attentive Visual Enhancement for Referring Segmentation Using Vision-Language Model Alaa Dalaq Muzammil Behzad VLM 178 0 0 25 May 2025
LGD: Leveraging Generative Descriptions for Zero-Shot Referring Image Segmentation Jiachen Li Qing Xie Xiaohan Yu Hongyun Wang Jinyu Xu Yongjian Liu ObjD 146 0 0 20 Apr 2025
NanoMVG: USV-Centric Low-Power Multi-Task Visual Grounding based on Prompt-Guided Camera and 4D mmWave Radar Runwei Guan Tao Huang Liye Jia Haocheng Zhao Shanliang Yao Xiaohui Zhu Ka Lok Man Eng Gee Lim Jeremy S. Smith Yutao Yue 159 5 0 30 Aug 2024
CRIS: CLIP-Driven Referring Image Segmentation Zhaoqing Wang Yu Lu Qiang Li Xunqiang Tao Yan Guo Ming Gong Tongliang Liu VLM 113 372 0 30 Nov 2021
Vision-Language Transformer and Query Generation for Referring Segmentation Henghui Ding Chang-rui Liu Suchen Wang Xudong Jiang 96 267 0 12 Aug 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 214 1,554 0 13 Jul 2021
Segmenter: Transformer for Semantic Segmentation Robin Strudel Ricardo Garcia Pinel Ivan Laptev Cordelia Schmid ViT 220 1,474 0 12 May 2021
Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo ... Yanwei Fu Jianfeng Feng Tao Xiang Philip Torr Li Zhang ViT 198 2,912 0 31 Dec 2020
Open-Vocabulary Object Detection Using Captions Alireza Zareian Kevin Dela Rosa Derek Hao Hu Shih-Fu Chang VLM ObjD 143 435 0 20 Nov 2020
Deformable DETR: Deformable Transformers for End-to-End Object Detection Xizhou Zhu Weijie Su Lewei Lu Bin Li Xiaogang Wang Jifeng Dai ViT 262 5,107 0 08 Oct 2020
Linguistic Structure Guided Context Modeling for Referring Image Segmentation Tianrui Hui Si Liu Shaofei Huang Guanbin Li Sansi Yu Faxi Zhang Jizhong Han 83 154 0 01 Oct 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 456 13,153 0 26 May 2020
Graph-Structured Referring Expression Reasoning in The Wild Sibei Yang Guanbin Li Yizhou Yu NAI 72 95 0 19 Apr 2020
Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation Gen Luo Yiyi Zhou Xiaoshuai Sun Liujuan Cao Chenglin Wu Cheng Deng Rongrong Ji ObjD 272 296 0 19 Mar 2020
Dynamic Convolution: Attention over Convolution Kernels Yinpeng Chen Xiyang Dai Mengchen Liu Dongdong Chen Lu Yuan Zicheng Liu 109 895 0 07 Dec 2019
Dice Loss for Data-imbalanced NLP Tasks Xiaoya Li Xiaofei Sun Yuxian Meng Junjun Liang Leilei Gan Jiwei Li 110 588 0 07 Nov 2019
Dynamic Graph Attention for Referring Expression Comprehension Sibei Yang Guanbin Li Yizhou Yu OCL 81 220 0 18 Sep 2019
Zero-Shot Grounding of Objects from Natural Language Queries Arka Sadhu Kan Chen Ram Nevatia ObjD 91 159 0 20 Aug 2019
Relationship-Embedded Representation Learning for Grounding Referring Expressions Sibei Yang Guanbin Li Yizhou Yu ObjD 81 54 0 11 Jun 2019
Dual Attention Network for Scene Segmentation J. Fu Qingbin Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu SSeg 327 5,120 0 09 Sep 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 119 831 0 24 Jan 2018
Language-Based Image Editing with Recurrent Attentive Models Jianbo Chen Yelong Shen Jianfeng Gao Jingjing Liu Xiaodong Liu 90 122 0 16 Nov 2017
Rethinking Atrous Convolution for Semantic Image Segmentation Liang-Chieh Chen George Papandreou Florian Schroff Hartwig Adam SSeg 234 8,494 0 17 Jun 2017
Recurrent Multimodal Interaction for Referring Image Segmentation Chenxi Liu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Alan Yuille EgoV 83 240 0 23 Mar 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 389 27,275 0 20 Mar 2017
Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network Chao Peng Xiangyu Zhang Gang Yu G. Luo Jian Sun VLM SSeg 107 1,491 0 08 Mar 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 491 22,158 0 09 Dec 2016
Fully Convolutional Instance-aware Semantic Segmentation Yi Li Haozhi Qi Jifeng Dai Xiangyang Ji Yichen Wei ISeg SSeg 98 1,006 0 23 Nov 2016
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 367 5,390 0 03 Nov 2016
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 205 2,541 0 02 Nov 2016
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Patrick Murphy Alan Yuille SSeg 275 18,298 0 02 Jun 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 760 37,927 0 20 May 2016
Generation and Comprehension of Unambiguous Object Descriptions Junhua Mao Jonathan Huang Alexander Toshev Oana-Maria Camburu Alan Yuille Kevin Patrick Murphy ObjD 140 1,359 0 07 Nov 2015
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 572 8,017 0 13 Jun 2015