v1v2 (latest)

NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation

27 July 2022

Lin Li

Jun Xiao

Hanrong Shi

Hanwang Zhang

Yi Yang

Wen Liu

Long Chen

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Papers citing "NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation"

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Title
A Reverse Causal Framework to Mitigate Spurious Correlations for Debiasing Scene Graph Generation Shuzhou Sun Li Liu Tianpeng Liu Shuaifeng Zhi Ming-Ming Cheng J. Heikkilä Yongxiang Liu CML 226 0 0 29 May 2025
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation Minghan Chen Guikun Chen Wenguan Wang Yi Yang 116 4 0 16 Sep 2024
Multi-level Compositional Feature Augmentation for Unbiased Scene Graph Generation Lin Li Xingchen Li Jun Xiao Chen Li Chunping Wang 69 27 0 13 Aug 2023
Zero-shot Visual Relation Detection via Composite Visual Cues from Large Language Models Lin Li Jun Xiao Guikun Chen Jian Shao Yueting Zhuang Long Chen VLM 102 27 0 21 May 2023
Decomposed Prototype Learning for Few-Shot Scene Graph Generation Xingchen Li Long Chen Guikun Chen Yinfu Feng Yi Yang Jun Xiao 76 7 0 20 Mar 2023
Compositional Prompt Tuning with Motion Cues for Open-vocabulary Video Relation Detection Kaifeng Gao Long Chen Hanwang Zhang Jun Xiao Qianru Sun VLM VPVLM 53 28 0 01 Feb 2023
Label Semantic Knowledge Distillation for Unbiased Scene Graph Generation Lin Li Long Chen Hanrong Shi Wenxiao Wang Jian Shao Yi Yang Jun Xiao VLM 94 22 0 07 Aug 2022
Integrating Object-aware and Interaction-aware Knowledge for Weakly Supervised Scene Graph Generation Xingchen Li Long Chen Wenbo Ma Yi Yang Jun Xiao 69 27 0 03 Aug 2022
Explicit Image Caption Editing Zhen Wang Long Chen Wenbo Ma G. Han Yulei Niu Jian Shao Jun Xiao 47 12 0 20 Jul 2022
Rethinking Data Augmentation for Robust Visual Question Answering Long Chen Yuhang Zheng Jun Xiao OOD 71 43 0 18 Jul 2022
Stacked Hybrid-Attention and Group Collaborative Learning for Unbiased Scene Graph Generation Xingning Dong Tian Gan Xuemeng Song Jianlong Wu Yuan Cheng Liqiang Nie 90 96 0 18 Mar 2022
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach Xiaohan Lan Yitian Yuan Xin Eric Wang Long Chen Zhi Wang Lin Ma Wenwu Zhu CML 68 16 0 10 Mar 2022
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 83 59 0 01 Nov 2021
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Long Chen Yuhang Zheng Yulei Niu Hanwang Zhang Jun Xiao AAML OOD 95 37 0 03 Oct 2021
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 94 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 91 117 0 05 Jul 2021
Distilling Virtual Examples for Long-tailed Recognition Yingying He Jianxin Wu Xiu-Shen Wei 92 102 0 28 Mar 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 98 235 0 17 Mar 2021
Adaptive Multi-Teacher Multi-level Knowledge Distillation Yuang Liu Wei Zhang Jun Wang 73 159 0 06 Mar 2021
A Closer Look at Temporal Sentence Grounding in Videos: Dataset and Metric Yitian Yuan Xiaohan Lan Xin Wang Long Chen Zhi Wang Wenwu Zhu 62 54 0 22 Jan 2021
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation Jiahao Yu Yuan Chai Yujing Wang Yue Hu Qi Wu CML 100 114 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 95 133 0 02 Sep 2020
Tackling the Unannotated: Scene Graph Generation with Bias-Reduced Models Tong Wang Selen Pehlivan Jorma T. Laaksonen 95 34 0 18 Aug 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 440 13,130 0 26 May 2020
GPS-Net: Graph Property Sensing Network for Scene Graph Generation Xin Lin Changxing Ding Jinquan Zeng Dacheng Tao 106 283 0 29 Mar 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 208 292 0 14 Mar 2020
Unbiased Scene Graph Generation from Biased Training Kaihua Tang Yulei Niu Jianqiang Huang Jiaxin Shi Hanwang Zhang CML 81 701 0 27 Feb 2020
Learning From Multiple Experts: Self-paced Knowledge Distillation for Long-tailed Classification Liuyu Xiang Guiguang Ding Jungong Han 90 286 0 06 Jan 2020
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System Ze Yang Linjun Shou Ming Gong Wutao Lin Daxin Jiang 62 94 0 18 Oct 2019
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval Sijin Wang Ruiping Wang Ziwei Yao Shiguang Shan Xilin Chen 3DV 80 211 0 11 Oct 2019
L_DMI: An Information-theoretic Noise-robust Loss Function Yilun Xu Peng Cao Yuqing Kong Yizhou Wang NoLa 68 57 0 08 Sep 2019
Symmetric Cross Entropy for Robust Learning with Noisy Labels Yisen Wang Xingjun Ma Zaiyi Chen Yuan Luo Jinfeng Yi James Bailey NoLa 96 904 0 16 Aug 2019
Distilling Object Detectors with Fine-grained Feature Imitation Tao Wang Li-xin Yuan Xiaopeng Zhang Jiashi Feng ObjD 68 384 0 09 Jun 2019
When Does Label Smoothing Help? Rafael Müller Simon Kornblith Geoffrey E. Hinton UQCV 210 1,955 0 06 Jun 2019
Large-Scale Long-Tailed Recognition in an Open World Ziwei Liu Zhongqi Miao Xiaohang Zhan Jiayun Wang Boqing Gong Stella X. Yu 151 1,163 0 10 Apr 2019
Unpaired Image Captioning via Scene Graph Alignments Jiuxiang Gu Shafiq Joty Jianfei Cai Handong Zhao Xu Yang G. Wang GNN 73 174 0 26 Mar 2019
Knowledge-Embedded Routing Network for Scene Graph Generation Tianshui Chen Weihao Yu Riquan Chen Liang Lin GNN 95 375 0 08 Mar 2019
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 165 699 0 06 Dec 2018
Counterfactual Critic Multi-Agent Training for Scene Graph Generation Long Chen Hanwang Zhang Jun Xiao Xiangnan He Shiliang Pu Shih-Fu Chang 89 159 0 06 Dec 2018
Learning to Compose Dynamic Tree Structures for Visual Contexts Kaihua Tang Hanwang Zhang Baoyuan Wu Wenhan Luo Wen Liu 75 503 0 05 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 198 234 0 05 Dec 2018
CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images Sheng Guo Weilin Huang Haozhi Zhang Chenfan Zhuang Dengke Dong Matthew R. Scott Dinglong Huang SSL 90 345 0 03 Aug 2018
Learning to Reweight Examples for Robust Deep Learning Mengye Ren Wenyuan Zeng Binh Yang R. Urtasun OOD NoLa 152 1,431 0 24 Mar 2018
MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks on Corrupted Labels Lu Jiang Zhengyuan Zhou Thomas Leung Li Li Li Fei-Fei NoLa 131 1,456 0 14 Dec 2017
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 155 586 0 01 Dec 2017
Neural Motifs: Scene Graph Parsing with Global Context Rowan Zellers Mark Yatskar Sam Thomson Yejin Choi GNN 98 999 0 17 Nov 2017
Visual Translation Embedding Network for Visual Relation Detection Hanwang Zhang Zawlin Kyaw Shih-Fu Chang Tat-Seng Chua ViT 245 562 0 27 Feb 2017
Scene Graph Generation by Iterative Message Passing Danfei Xu Yuke Zhu Chris Choy Li Fei-Fei GNN 3DV 106 1,226 0 10 Jan 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 488 22,158 0 09 Dec 2016
SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning Long Chen Hanwang Zhang Jun Xiao Liqiang Nie Jian Shao Wei Liu Tat-Seng Chua 82 1,664 0 17 Nov 2016