Causal Attention for Vision-Language Tasks

5 March 2021

Jianfei Cai

Papers citing "Causal Attention for Vision-Language Tasks"

29 / 79 papers shown

Title
Changes from Classical Statistics to Modern Statistics and Data Science Kai Zhang Shan-Yu Liu M. Xiong 21 0 0 30 Oct 2022
Clinically-Inspired Multi-Agent Transformers for Disease Trajectory Forecasting from Multimodal Data Huy Hoang Nguyen Matthew B. Blaschko S. Saarakkala A. Tiulpin MedIm AI4CE 43 15 0 25 Oct 2022
Learning by Hallucinating: Vision-Language Pre-training with Weak Supervision T. Wang Jorma T. Laaksonen T. Langer Heikki Arponen Tom E. Bishop VLM 16 6 0 24 Oct 2022
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning Wangzhen Guo Qinkang Gong Hanjiang Lai LRM 11 4 0 13 Oct 2022
Are All Vision Models Created Equal? A Study of the Open-Loop to Closed-Loop Causality Gap Mathias Lechner Ramin Hasani Alexander Amini Tsun-Hsuan Wang T. Henzinger Daniela Rus CML OOD 16 7 0 09 Oct 2022
Domain Generalization via Contrastive Causal Learning Qiaowei Miao Junkun Yuan Kun Kuang BDL OOD 28 12 0 06 Oct 2022
Neural Integral Equations E. Zappala Antonio H. O. Fonseca J. O. Caro David van Dijk 17 10 0 30 Sep 2022
Incorporating Causal Analysis into Diversified and Logical Response Generation Jiayi Liu Wei Wei Zhixuan Chu Xing Gao Ji Zhang T. Yan Yulin Kang CML 27 4 0 20 Sep 2022
Equivariant and Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Tat-Seng Chua 14 25 0 26 Jul 2022
Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering Yang Liu Guanbin Li Liang Lin LRM 28 78 0 26 Jul 2022
Vision-and-Language Pretraining Thong Nguyen Cong-Duy Nguyen Xiaobao Wu See-Kiong Ng A. Luu VLM CLIP 19 2 0 05 Jul 2022
DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection Yunhao Ge Jiashu Xu Brian Nlong Zhao Neel Joshi Laurent Itti Vibhav Vineet DiffM ObjD 14 16 0 20 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 518 0 13 Jun 2022
Do learned representations respect causal relationships? Lan Wang Vishnu Naresh Boddeti NAI CML OOD 13 6 0 02 Apr 2022
Causal Attention for Interpretable and Generalizable Graph Classification Yongduo Sui Xiang Wang Jiancan Wu Min-Bin Lin Xiangnan He Tat-Seng Chua CML OOD 14 151 0 30 Dec 2021
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification Beier Zhu Yulei Niu Xiansheng Hua Hanwang Zhang 6 40 0 29 Dec 2021
Confounder Identification-free Causal Visual Feature Learning Xin Li Zhizheng Zhang Guoqiang Wei Cuiling Lan Wenjun Zeng Xin Jin Zhibo Chen CML OOD 14 14 0 26 Nov 2021
Introspective Distillation for Robust Question Answering Yulei Niu Hanwang Zhang 6 57 0 01 Nov 2021
Cross Modification Attention Based Deliberation Model for Image Captioning Zheng Lian Yanan Zhang Haichang Li Rui Wang Xiaohui Hu 19 4 0 17 Sep 2021
Data Efficient Masked Language Modeling for Vision and Language Yonatan Bitton Gabriel Stanovsky Michael Elhadad Roy Schwartz VLM 6 20 0 05 Sep 2021
Causal Attention for Unbiased Visual Recognition Tan Wang Chan Zhou Qianru Sun Hanwang Zhang OOD CML 24 107 0 19 Aug 2021
Causal Incremental Graph Convolution for Recommender System Retraining Sihao Ding Fuli Feng Xiangnan He Yong Liao Jun Shi Yongdong Zhang CML CLL BDL GNN 14 35 0 16 Aug 2021
Semi-Autoregressive Transformer for Image Captioning Yuanen Zhou Yong Zhang Zhenzhen Hu Meng Wang VLM 23 21 0 17 Jun 2021
TransVG: End-to-End Visual Grounding with Transformers Jiajun Deng Zhengyuan Yang Tianlang Chen Wen-gang Zhou Houqiang Li ViT 19 327 0 17 Apr 2021
Distilling Causal Effect of Data in Class-Incremental Learning Xinting Hu Kaihua Tang C. Miao Xiansheng Hua Hanwang Zhang CML 169 174 0 02 Mar 2021
Counterfactual Zero-Shot and Open-Set Visual Recognition Zhongqi Yue Tan Wang Hanwang Zhang Qianru Sun Xiansheng Hua BDL 151 189 0 01 Mar 2021
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 19 392 0 08 Jun 2020
Deconfounded Image Captioning: A Causal Retrospect Xu Yang Hanwang Zhang Jianfei Cai CML 8 114 0 09 Mar 2020
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 250 922 0 24 Sep 2019