Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation

15 August 2022

Papers citing "Context-aware Mixture-of-Experts for Unbiased Scene Graph Generation"

43 / 43 papers shown

Title
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation Xingning Dong Tian Gan Xuemeng Song Jianlong Wu Yuan Cheng Liqiang Nie 73 96 0 18 Mar 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 120 144 0 27 Jan 2022
Resistance Training using Prior Bias: toward Unbiased Scene Graph Generation Chao Chen Yibing Zhan Baosheng Yu Liu Liu Yong Luo Bo Du 35 42 0 18 Jan 2022
From General to Specific: Informative Scene Graph Generation via Balance Adjustment Yuyu Guo Lianli Gao Xuanhan Wang Yuxuan Hu Xing Xu Xu Lu Heng Tao Shen Jingkuan Song 82 87 0 30 Aug 2021
Recovering the Unbiased Scene Graphs from the Biased Ones Meng-Jiun Chiou Henghui Ding Hanshu Yan Changhu Wang Roger Zimmermann Jiashi Feng 71 117 0 05 Jul 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 74 597 0 10 Jun 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts Yongxing Dai Xiaotong Li Jun Liu Zekun Tong Ling-yu Duan OOD 47 127 0 19 May 2021
Segmentation-grounded Scene Graph Generation Siddhesh Khandelwal M. Suhail Leonid Sigal 43 28 0 29 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 225 219 0 01 Apr 2021
Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation Gengcong Yang Jingyi Zhang Yong Zhang Baoyuan Wu Yujiu Yang 43 67 0 09 Mar 2021
Energy-Based Learning for Scene Graph Generation M. Suhail Abhay Mittal Behjat Siddiquie Chris Broaddus J. Eledath Gérard Medioni Leonid Sigal 62 164 0 03 Mar 2021
Kimera: from SLAM to Spatial Perception with 3D Dynamic Scene Graphs Antoni Rosinol Andrew Violette Marcus Abate Nathan Hughes Yun Chang Jingang Shi Arjun Gupta Luca Carlone 3DV 68 235 0 18 Jan 2021
Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training Shuai Zhao Liguang Zhou Wenxiao Wang D. Cai Tin Lun Lam Yangsheng Xu 63 31 0 30 Nov 2020
Long-tailed Recognition by Routing Diverse Distribution-Aware Experts Xudong Wang Long Lian Zhongqi Miao Ziwei Liu Stella X. Yu 105 388 0 05 Oct 2020
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation Jiahao Yu Yuan Chai Yujing Wang Yue Hu Qi Wu CML 71 114 0 16 Sep 2020
PCPL: Predicate-Correlation Perception Learning for Unbiased Scene Graph Generation Shaotian Yan Chen Shen Zhongming Jin Jianqiang Huang Rongxin Jiang Yao-wu Chen Xiansheng Hua 72 133 0 02 Sep 2020
Comprehensive Image Captioning via Scene Graph Decomposition Yiwu Zhong Liwei Wang Jianshu Chen Dong Yu Yin Li 112 125 0 23 Jul 2020
Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation Wenbin Wang Ruiping Wang Shiguang Shan Xilin Chen 3DH 62 53 0 17 Jul 2020
Learning Visual Commonsense for Robust Scene Graph Generation Alireza Zareian Zhecan Wang Haoxuan You Shih-Fu Chang 76 311 0 17 Jun 2020
Semantic Image Manipulation Using Scene Graphs Helisa Dhamo Azade Farshad Iro Laina Nassir Navab Gregory Hager Federico Tombari Christian Rupprecht 66 121 0 07 Apr 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 86 281 0 29 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 77 693 0 27 Feb 2020
3D Dynamic Scene Graphs: Actionable Spatial Perception with Places, Objects, and Humans Antoni Rosinol Arjun Gupta Marcus Abate Jingang Shi Luca Carlone 77 194 0 15 Feb 2020
Bridging Knowledge Graphs to Generate Scene Graphs Alireza Zareian Svebor Karaman Shih-Fu Chang 52 211 0 07 Jan 2020
3D Scene Graph: A Structure for Unified Semantics, 3D Space, and Camera Iro Armeni Zhi-Yang He JunYoung Gwak Amir Zamir Martin Fischer Jitendra Malik Silvio Savarese 3DV 3DPC 87 344 0 06 Oct 2019
Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss Kaidi Cao Colin Wei Adrien Gaidon Nikos Arechiga Tengyu Ma 107 1,594 0 18 Jun 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 139 1,156 0 10 Apr 2019
Scene Graph Generation with External Knowledge and Image Reconstruction Jiuxiang Gu Handong Zhao Zhe Lin Sheng Li Jianfei Cai Mingyang Ling 59 294 0 01 Apr 2019
Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu Shafiq Joty Jianfei Cai Handong Zhao Xu Yang G. Wang GNN 51 174 0 26 Mar 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 83 375 0 08 Mar 2019
Graphical Contrastive Losses for Scene Graph Parsing Ji Zhang Kevin J. Shih Ahmed Elgammal Andrew Tao Bryan Catanzaro 54 231 0 07 Mar 2019
Class-Balanced Loss Based on Effective Number of Samples Huayu Chen Menglin Jia Nayeon Lee Yang Song Serge J. Belongie 181 2,271 0 16 Jan 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 140 698 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 69 501 0 05 Dec 2018
Attentive Relational Networks for Mapping Images to Scene Graphs Mengshi Qi Weijian Li Zhengyuan Yang Yunhong Wang Jiebo Luo 3DPC 3DH GNN 49 168 0 26 Nov 2018
Learning to Compose Topic-Aware Mixture of Experts for Zero-Shot Video Captioning Yoonchang Sung Jiawei Wu Da Zhang Yu-Chuan Su Pratap Tokekar 67 38 0 07 Nov 2018
Graph R-CNN for Scene Graph Generation Jianwei Yang Jiasen Lu Stefan Lee Dhruv Batra Devi Parikh GNN 101 842 0 01 Aug 2018
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 83 995 0 17 Nov 2017
Scene Graph Generation from Objects, Phrases and Region Captions Yikang Li Wanli Ouyang Bolei Zhou Kun Wang Xiaogang Wang 77 503 0 31 Jul 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 76 1,219 0 10 Jan 2017
Aggregated Residual Transformations for Deep Neural Networks Saining Xie Ross B. Girshick Piotr Dollár Zhuowen Tu Kaiming He 472 10,305 0 16 Nov 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 194 5,726 0 23 Feb 2016
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 457 62,122 0 04 Jun 2015