Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering

3 October 2021

Hanwang Zhang

Papers citing "Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering"

23 / 23 papers shown

Title
QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning Quanxing Xu Ling Zhou Xian Zhong Feifei Zhang Rubing Huang Chia-Wen Lin 39 0 0 04 Apr 2025
Overcoming Language Priors for Visual Question Answering Based on Knowledge Distillation Daowan Peng Wei Wei 139 0 0 10 Jan 2025
Rethinking Misalignment in Vision-Language Model Adaptation from a Causal Perspective Yanan Zhang Jiangmeng Li Lixiang Liu Jingyao Wang VLM 29 1 0 01 Oct 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning Tieyuan Chen Huabin Liu Tianyao He Yihang Chen Chaofan Gan ... Cheng Zhong Yang Zhang Yingxue Wang Hui Lin Weiyao Lin VGen CML 39 5 0 26 Sep 2024
SHERL: Synthesizing High Accuracy and Efficient Memory for Resource-Limited Transfer Learning Haiwen Diao Bo Wan Xu Jia Yunzhi Zhuge Ying Zhang Huchuan Lu Long Chen VLM 50 4 0 10 Jul 2024
Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation Xiao Song Jiafan Liu Yun Li Wenbin Lei Ruxin Wang CML 24 0 0 22 Nov 2023
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond Zhecan Wang Long Chen Haoxuan You Keyang Xu Yicheng He Wenhao Li Noal Codella Kai-Wei Chang Shih-Fu Chang 27 3 0 23 Oct 2023
Improving Reference-based Distinctive Image Captioning with Contrastive Rewards Yangjun Mao Jun Xiao Dong Zhang Meng Cao Jian Shao Yueting Zhuang Long Chen EGVM 26 9 0 25 Jun 2023
A Causal View of Entity Bias in (Large) Language Models Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 30 12 0 24 May 2023
SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering Xinyao Shu Shiyang Yan Xu Yang Ziheng Wu Zhongfeng Chen Zhenyu Lu SSL 26 0 0 04 Apr 2023
Knowledge-Based Counterfactual Queries for Visual Question Answering Theodoti Stoikou Maria Lymperaiou Giorgos Stamou AAML 26 1 0 05 Mar 2023
NICEST: Noisy Label Correction and Training for Robust Scene Graph Generation Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wei Liu Long Chen 26 22 0 27 Jul 2022
Rethinking Data Augmentation for Robust Visual Question Answering Long Chen Yuhang Zheng Jun Xiao OOD 29 42 0 18 Jul 2022
Modality-Aware Contrastive Instance Learning with Self-Distillation for Weakly-Supervised Audio-Visual Violence Detection Jiashuo Yu Jin-Yuan Liu Ying Cheng Rui Feng Yuejie Zhang 19 34 0 12 Jul 2022
A Closer Look at Debiased Temporal Sentence Grounding in Videos: Dataset, Metric, and Approach Xiaohan Lan Yitian Yuan Xin Wang Long Chen Zhi Wang Lin Ma Wenwu Zhu CML 24 15 0 10 Mar 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 19 41 0 29 Dec 2021
Rethinking the Two-Stage Framework for Grounded Situation Recognition Meng Wei Long Chen Wei Ji Xiaoyu Yue Tat-Seng Chua 17 29 0 10 Dec 2021
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs Kaifeng Gao Long Chen Yulei Niu Jian Shao Jun Xiao 15 29 0 08 Dec 2021
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 21 59 0 01 Nov 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering Jihyung Kil Cheng Zhang D. Xuan Wei-Lun Chao 61 20 0 13 Sep 2021
VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching Chenchi Zhang Wenbo Ma Jun Xiao Hanwang Zhang Jian Shao Yueting Zhuang Long Chen 21 4 0 12 May 2021
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 154 290 0 14 Mar 2020
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 158 1,464 0 06 Jun 2016