Taking a HINT: Leveraging Explanations to Make Vision and Language
Models More Grounded

Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded

11 February 2019

Ramprasaath R. Selvaraju

Devi Parikh

Papers citing "Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded"

18 / 68 papers shown

Title
AiR: Attention with Reasoning Capability Shi Chen Ming Jiang Jinhui Yang Qi Zhao LRM 13 36 0 28 Jul 2020
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder K. Gouthaman Anurag Mittal 50 78 0 13 Jul 2020
Overcoming Statistical Shortcuts for Open-ended Visual Counting Corentin Dancette Rémi Cadène Xinlei Chen Matthieu Cord 13 3 0 17 Jun 2020
Estimating semantic structure for the VQA answer space Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 26 4 0 10 Jun 2020
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? Corentin Kervadec G. Antipov M. Baccouche Christian Wolf OOD 21 88 0 09 Jun 2020
Counterfactual VQA: A Cause-Effect Look at Language Bias Yulei Niu Kaihua Tang Hanwang Zhang Zhiwu Lu Xiansheng Hua Ji-Rong Wen CML 56 395 0 08 Jun 2020
Hierarchical Class-Based Curriculum Loss Palash Goyal Shalini Ghosh 22 8 0 05 Jun 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law Damien Teney Kushal Kafle Robik Shrestha Ehsan Abbasnejad Christopher Kanan Anton Van Den Hengel OODD OOD 33 145 0 19 May 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD SSL CML 34 118 0 20 Apr 2020
Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models Pranav Agarwal Alejandro Betancourt V. Panagiotou Natalia Díaz Rodríguez EGVM 14 10 0 26 Mar 2020
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
Explainable Deep Classification Models for Domain Generalization Andrea Zunino Sarah Adel Bargal Riccardo Volpi M. Sameki Jianming Zhang Stan Sclaroff Vittorio Murino Kate Saenko FAtt 16 39 0 13 Mar 2020
Cross-modal Learning for Multi-modal Video Categorization Palash Goyal Saurabh Sahu Shalini Ghosh Chul Lee 23 8 0 07 Mar 2020
Making deep neural networks right for the right scientific reasons by interacting with their explanations P. Schramowski Wolfgang Stammer Stefano Teso Anna Brugger Xiaoting Shao Hans-Georg Luigs Anne-Katrin Mahlein Kristian Kersting 37 207 0 15 Jan 2020
Self-Critical Reasoning for Robust Visual Question Answering Jialin Wu Raymond J. Mooney OOD NAI 32 159 0 24 May 2019
Neural Baby Talk Jiasen Lu Jianwei Yang Dhruv Batra Devi Parikh VLM 200 434 0 27 Mar 2018
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 143 3,130 0 02 Dec 2016
Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization Ramprasaath R. Selvaraju Michael Cogswell Abhishek Das Ramakrishna Vedantam Devi Parikh Dhruv Batra FAtt 68 19,607 0 07 Oct 2016