Visually Grounded VQA by Lattice-based Retrieval

15 November 2022

Papers citing "Visually Grounded VQA by Lattice-based Retrieval"

36 / 36 papers shown

Title
VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives Zhuofan Ying Peter Hase Joey Tianyi Zhou LRM 58 13 0 22 Jun 2022
ProTo: Program-Guided Transformer for Program-Guided Tasks Zelin Zhao Karan Samel Binghong Chen Le Song ViT LM&Ro 55 30 0 02 Oct 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Aisha Urooj Khan Hilde Kuehne Kevin Duarte Chuang Gan N. Lobo M. Shah 50 36 0 11 May 2021
GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Weixin Liang Yanhao Jiang Zixuan Liu GNN 56 32 0 20 Apr 2021
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang OOD 46 142 0 18 Sep 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 79 60 0 20 Jun 2020
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? Corentin Kervadec G. Antipov M. Baccouche Christian Wolf OOD 47 89 0 09 Jun 2020
Visual Grounding Methods for VQA are Working for the Wrong Reasons! Robik Shrestha Kushal Kafle Christopher Kanan CML 43 35 0 12 Apr 2020
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 61 70 0 08 Oct 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 67 260 0 09 Jul 2019
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 71 161 0 24 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 74 173 0 10 May 2019
Relation-Aware Graph Attention Network for Visual Question Answering Linjie Li Zhe Gan Yu Cheng Jingjing Liu GNN 157 345 0 29 Mar 2019
Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded Ramprasaath R. Selvaraju Stefan Lee Yilin Shen Hongxia Jin Shalini Ghosh Larry Heck Dhruv Batra Devi Parikh FAtt VLM 64 254 0 11 Feb 2019
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 190 234 0 05 Dec 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 84 609 0 04 Oct 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 76 199 0 23 Jul 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 114 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 193 577 0 08 Mar 2018
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 152 585 0 01 Dec 2017
Dynamic Routing Between Capsules S. Sabour Nicholas Frosst Geoffrey E. Hinton 174 4,596 0 26 Oct 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,216 0 25 Jul 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 83 545 0 10 May 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 126 577 0 18 Apr 2017
Get To The Point: Summarization with Pointer-Generator Networks A. See Peter J. Liu Christopher D. Manning 3DPC 293 4,019 0 14 Apr 2017
Feature Pyramid Networks for Object Detection Nayeon Lee Piotr Dollár Ross B. Girshick Kaiming He Bharath Hariharan Serge J. Belongie ObjD 468 22,108 0 09 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 338 3,238 0 02 Dec 2016
Modeling Context in Referring Expressions Licheng Yu Patrick Poirson Shan Yang Alexander C. Berg Tamara L. Berg 129 1,263 0 31 Jul 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 215 5,747 0 23 Feb 2016
Modeling Coverage for Neural Machine Translation Zhaopeng Tu Zhengdong Lu Yang Liu Xiaohua Liu Hang Li 92 748 0 19 Jan 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,020 0 10 Dec 2015
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 107 1,882 0 07 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 502 62,294 0 04 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 202 5,478 0 03 May 2015
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 413 43,667 0 01 May 2014