Invariant Grounding for Video Question Answering

6 June 2022

Xiang Wang

Wei Ji

Papers citing "Invariant Grounding for Video Question Answering"

25 / 25 papers shown

Title
Treble Counterfactual VLMs: A Causal Approach to Hallucination Li Li Jiashu Qu Yuxiao Zhou Yuehan Qin Tiankai Yang Yue Zhao 98 2 0 08 Mar 2025
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation Zhiyuan Liu Yanchen Luo Han Huang Enzhi Zhang Sihang Li Junfeng Fang Yaorui Shi Xuben Wang Kenji Kawaguchi Tat-Seng Chua 102 3 0 18 Feb 2025
Hierarchical Banzhaf Interaction for General Video-Language Representation Learning Peng Jin Yiming Li Li Yuan Shuicheng Yan Jie Chen 54 1 0 31 Dec 2024
Scene-Text Grounding for Text-Based Video Question Answering Sheng Zhou Junbin Xiao Xun Yang Peipei Song Dan Guo Angela Yao Meng Wang Tat-Seng Chua 142 1 0 22 Sep 2024
Hydra-SGG: Hybrid Relation Assignment for One-stage Scene Graph Generation Minghan Chen Guikun Chen Wenguan Wang Yi Yang 56 3 0 16 Sep 2024
Causal Understanding For Video Question Answering Bhanu Prakash Reddy Guda Tanmay Kulkarni Adithya Sampath Swarnashree Mysore Sathyendra CML 54 0 0 23 Jul 2024
Align and Aggregate: Compositional Reasoning with Video Alignment and Answer Aggregation for Video Question-Answering Zhaohe Liao Jiangtong Li Li Niu Liqing Zhang CoGe 37 3 0 03 Jul 2024
MoReVQA: Exploring Modular Reasoning Models for Video Question Answering Juhong Min Shyamal Buch Arsha Nagrani Minsu Cho Cordelia Schmid LRM 44 20 0 09 Apr 2024
Siamese Learning with Joint Alignment and Regression for Weakly-Supervised Video Paragraph Grounding Chaolei Tan Jian-Huang Lai Wei-Shi Zheng Jianfang Hu AI4TS 44 5 0 18 Mar 2024
Weakly Supervised Gaussian Contrastive Grounding with Large Multimodal Models for Video Question Answering Haibo Wang Chenghang Lai Yixuan Sun Weifeng Ge 31 5 0 19 Jan 2024
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional Sports Haopeng Li Andong Deng Qiuhong Ke Jun Liu Hossein Rahmani Yulan Guo Mohammed Bennamoun Chen Chen 51 17 0 03 Jan 2024
Environment-Invariant Curriculum Relation Learning for Fine-Grained Scene Graph Generation Yu Min Aming Wu Cheng Deng 30 6 0 07 Aug 2023
Panoptic Scene Graph Generation with Semantics-Prototype Learning Li Li Wei Ji Yiming Wu Meng Li Youxuan Qin Lina Wei Roger Zimmermann 34 35 0 28 Jul 2023
Discovering Spatio-Temporal Rationales for Video Question Answering Yicong Li Junbin Xiao Chun Feng Xiang Wang Tat-Seng Chua 25 13 0 22 Jul 2023
MRTNet: Multi-Resolution Temporal Network for Video Sentence Grounding Wei Ji Long Chen Yin-wei Wei Yiming Wu Tat-Seng Chua AI4TS 35 18 0 26 Dec 2022
Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark Jianwu Fang Lei-lei Li Kuan Yang Zhedong Zheng Jianru Xue Tat-Seng Chua 30 13 0 19 Dec 2022
SMAUG: Sparse Masked Autoencoder for Efficient Video-Language Pre-training Yuanze Lin Chen Wei Huiyu Wang Alan Yuille Cihang Xie 3DGS 34 15 0 21 Nov 2022
Equivariant and Invariant Grounding for Video Question Answering Yicong Li Xiang Wang Junbin Xiao Tat-Seng Chua 23 25 0 26 Jul 2022
Counterfactual Reasoning for Out-of-distribution Multimodal Sentiment Analysis Teng Sun Wenjie Wang Liqiang Jing Yiran Cui Xuemeng Song Liqiang Nie OODD 24 35 0 24 Jul 2022
Let Invariant Rationale Discovery Inspire Graph Contrastive Learning Sihang Li Xiang Wang An Zhang Y. Wu Xiangnan He Tat-Seng Chua 24 93 0 16 Jun 2022
Fine-Grained Scene Graph Generation with Data Transfer Ao Zhang Yuan Yao Qián Chen Wei Ji Zhiyuan Liu Maosong Sun Tat-Seng Chua 27 89 0 22 Mar 2022
Video Question Answering: Datasets, Algorithms and Challenges Yaoyao Zhong Junbin Xiao Wei Ji Yicong Li Wei Deng Tat-Seng Chua 27 85 0 02 Mar 2022
Bridge to Answer: Structure-aware Graph Interaction Network for Video Question Answering Jungin Park Jiyoung Lee Kwanghoon Sohn 165 100 0 29 Apr 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
Out-of-Distribution Generalization via Risk Extrapolation (REx) David M. Krueger Ethan Caballero J. Jacobsen Amy Zhang Jonathan Binas Dinghuai Zhang Rémi Le Priol Aaron Courville OOD 215 901 0 02 Mar 2020