Introspective Distillation for Robust Question Answering

Neural Information Processing Systems (NeurIPS), 2021

1 November 2021

Hanwang Zhang

Papers citing "Introspective Distillation for Robust Question Answering"

26 / 26 papers shown

Title
Integrating Object Interaction Self-Attention and GAN-Based Debiasing for Visual Question Answering Zhifei Li Feng Qiu Yiran Wang Yujing Xia Kui Xiao Miao Zhang Yan Zhang 116 0 0 25 Sep 2025
QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning Quanxing Xu Ling Zhou Zhuo Zhou Feifei Zhang Rubing Huang Chia-Wen Lin 130 0 0 04 Apr 2025
FortisAVQA and MAVEN: a Benchmark Dataset and Debiasing Framework for Robust Multimodal Reasoning Jie Ma Zhitao Gao Qi Chai Jing Liu Peijie Wang Jing Tao Zhou Su 311 5 0 01 Apr 2025
Overcoming Language Priors for Visual Question Answering Based on Knowledge DistillationIEEE International Conference on Multimedia and Expo (ICME), 2024 Daowan Peng Wei Wei 863 2 0 10 Jan 2025
Ño' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue Rena Gao Xuetong Wu Siwen Luo Caren Han Feng Liu OODD 275 1 0 31 Oct 2024
Relative Counterfactual Contrastive Learning for Mitigating Pretrained Stance Bias in Stance Detection Jiarui Zhang Shaojuan Wu Xiaowang Zhang Zhiyong Feng 205 1 0 16 May 2024
Look, Listen, and Answer: Overcoming Biases for Audio-Visual Question Answering Jie Ma Min Hu Pinghui Wang Wangchun Sun Lingyun Song Hongbin Pei Jun Liu Youtian Du 415 15 0 18 Apr 2024
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and BeyondConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zhecan Wang Long Chen Haoxuan You Keyang Xu Yicheng He Wenhao Li Noal Codella Kai-Wei Chang Shih-Fu Chang 238 7 0 23 Oct 2023
Robust Collaborative Filtering to Popularity Distribution Shift An Zhang Wenchang Ma Jingnan Zheng Xiang Wang Tat-Seng Chua 216 35 0 16 Oct 2023
Robust Visual Question Answering: Datasets, Methods, and Future ChallengesIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Jie Ma Pinghui Wang Dechen Kong Zewei Wang Jun Liu Hongbin Pei Junzhou Zhao OOD 263 42 0 21 Jul 2023
Unveiling Cross Modality Bias in Visual Question Answering: A Causal View with Possible Worlds VQA Ali Vosoughi Shijian Deng Songyang Zhang Yapeng Tian Chenliang Xu Jiebo Luo CML 168 3 0 31 May 2023
A Causal View of Entity Bias in (Large) Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Fei Wang Wen-An Mo Yiwei Wang Wenxuan Zhou Muhao Chen 178 19 0 24 May 2023
Think Twice: Measuring the Efficiency of Eliminating Prediction Shortcuts of Question Answering ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Lukávs Mikula Michal vStefánik Marek Petrovivc Petr Sojka 154 6 0 11 May 2023
Adaptive loose optimization for robust question answering Jie Ma Pinghui Wang Ze-you Wang Dechen Kong Min Hu Tingxu Han Jun Liu OOD 333 4 0 06 May 2023
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object DetectionComputer Vision and Pattern Recognition (CVPR), 2023 Jiawei Ma Yulei Niu Jincheng Xu Shiyuan Huang G. Han Shih-Fu Chang ObjD 156 52 0 16 Mar 2023
Understanding ME? Multimodal Evaluation for Fine-grained Visual CommonsenseConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Zhecan Wang Haoxuan You Yicheng He Wenhao Li Kai-Wei Chang Shih-Fu Chang 175 6 0 10 Nov 2022
Respecting Transfer Gap in Knowledge DistillationNeural Information Processing Systems (NeurIPS), 2022 Yulei Niu Long Chen Chan Zhou Hanwang Zhang 182 27 0 23 Oct 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar InstancesInternational Conference on Computational Linguistics (COLING), 2022 Yike Wu Yu Zhao Shiwan Zhao Ying Zhang Xiaojie Yuan Guoqing Zhao Ning Jiang 187 25 0 18 Sep 2022
Generative Bias for Robust Visual Question AnsweringComputer Vision and Pattern Recognition (CVPR), 2022 Jae-Won Cho Dong-Jin Kim H. Ryu In So Kweon OOD CML 282 30 0 01 Aug 2022
NICEST: Noisy Label Correction and Training for Robust Scene Graph GenerationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Lin Li Jun Xiao Hanrong Shi Hanwang Zhang Yi Yang Wen Liu Long Chen 165 28 0 27 Jul 2022
Rethinking Data Augmentation for Robust Visual Question AnsweringEuropean Conference on Computer Vision (ECCV), 2022 Long Chen Yuhang Zheng Jun Xiao OOD 140 51 0 18 Jul 2022
Prompt-aligned Gradient for Prompt TuningIEEE International Conference on Computer Vision (ICCV), 2022 B. Zhu Yulei Niu Yucheng Han Yuehua Wu Hanwang Zhang VLM 590 406 0 30 May 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed ClassificationAAAI Conference on Artificial Intelligence (AAAI), 2021 Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 147 49 0 29 Dec 2021
General Greedy De-bias LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Xinzhe Han Shuhui Wang Chi Su Qingming Huang Qi Tian 311 17 0 20 Dec 2021
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs Kaifeng Gao Long Chen Yulei Niu Jian Shao Jun Xiao 143 35 0 08 Dec 2021
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Long Chen Yuhang Zheng Yulei Niu Hanwang Zhang Jun Xiao AAML OOD 219 45 0 03 Oct 2021