Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing Apr 8, 2020 Diversity Question Answering
— Unverified Generating Rationales in Visual Question Answering Apr 4, 2020 Question Answering Visual Question Answering
— Unverified Assessing Image Quality Issues for Real-World Problems Mar 27, 2020 Image Captioning Question Answering
— Unverified P NP, at least in Visual Question Answering Mar 26, 2020 Question Answering Visual Question Answering
Code Code Available Linguistically Driven Graph Capsule Network for Visual Question Reasoning Mar 23, 2020 Question Answering Visual Question Answering
— Unverified Visual Question Answering for Cultural Heritage Mar 22, 2020 Question Answering Visual Question Answering
— Unverified Normalized and Geometry-Aware Self-Attention Network for Image Captioning Mar 19, 2020 Image Captioning Machine Translation
— Unverified RSVQA: Visual Question Answering for Remote Sensing Data Mar 16, 2020 Land Cover Classification Object Counting
— Unverified MQA: Answering the Question via Robotic Manipulation Mar 10, 2020 Imitation Learning Question Answering
Code Code Available Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning Mar 6, 2020 Density Estimation Noise Estimation
Code Code Available XGPT: Cross-modal Generative Pre-Training for Image Captioning Mar 3, 2020 Data Augmentation Denoising
— Unverified A Question-Centric Model for Visual Question Answering in Medical Imaging Mar 2, 2020 Medical Image Analysis Question Answering
Code Code Available A Study on Multimodal and Interactive Explanations for Visual Question Answering Mar 1, 2020 Explainable Artificial Intelligence (XAI) Prediction
— Unverified Unshuffling Data for Improved Generalization Feb 27, 2020 Clustering Data Augmentation
— Unverified What BERT Sees: Cross-Modal Transfer for Visual Question Generation Feb 25, 2020 Question Generation Question-Generation
— Unverified A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment Feb 25, 2020 Video Quality Assessment Visual Question Answering (VQA)
— Unverified On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Feb 24, 2020 Question Answering Referring Expression
— Unverified VQA-LOL: Visual Question Answering under the Lens of Logic Feb 19, 2020 Negation Question Answering
— Unverified CQ-VQA: Visual Question Answering on Categorized Questions Feb 17, 2020 Question Answering Visual Question Answering
— Unverified Sparse and Structured Visual Attention Feb 13, 2020 Image Captioning Question Answering
Code Code Available Component Analysis for Visual Question Answering Architectures Feb 12, 2020 Question Answering Representation Learning
— Unverified Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning Approach Jan 31, 2020 Question Answering Visual Question Answering
Code Code Available Robust Explanations for Visual Question Answering Jan 23, 2020 Question Answering Visual Question Answering
Code Code Available Uncertainty based Class Activation Maps for Visual Question Answering Jan 23, 2020 Deep Learning Probabilistic Deep Learning
— Unverified SQuINTing at VQA Models: Introspecting VQA Models with Sub-Questions Jan 20, 2020 Visual Question Answering (VQA)
— Unverified Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models Jan 20, 2020 Question Answering Visual Question Answering
— Unverified Recommending Themes for Ad Creative Design via Visual-Linguistic Representations Jan 20, 2020 Question Answering Recommendation Systems
Code Code Available Extending Class Activation Mapping Using Gaussian Receptive Field Jan 15, 2020 Deep Learning Image Classification
— Unverified MHSAN: Multi-Head Self-Attention Network for Visual Semantic Embedding Jan 11, 2020 Image Captioning Image-text Retrieval
Code Code Available Visual Question Answering on 360° Images Jan 10, 2020 Question Answering Visual Question Answering
— Unverified Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Jan 3, 2020 Question Answering Video Description
— Unverified Cost Function Dependent Barren Plateaus in Shallow Parametrized Quantum Circuits Jan 2, 2020 Visual Question Answering (VQA)
— Unverified Vision and Language: from Visual Perception to Content Creation Dec 26, 2019 Decoder Question Answering
— Unverified Deep Exemplar Networks for VQA and VQG Dec 19, 2019 Decoder Question Answering
— Unverified KonVid-150k: A Dataset for No-Reference Video Quality Assessment of Videos in-the-Wild Dec 17, 2019 Transfer Learning Video Quality Assessment
— Unverified Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Dec 16, 2019 Question Answering Visual Question Answering
— Unverified AI2D-RST: A multimodal corpus of 1000 primary school science diagrams Dec 9, 2019 Question Answering Visual Question Answering
— Unverified Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Dec 6, 2019 Image Retrieval Inductive Bias
— Unverified 12-in-1: Multi-Task Vision and Language Representation Learning Dec 5, 2019 10-shot image generation Image Retrieval
Code Code Available Deep Bayesian Active Learning for Multiple Correct Outputs Dec 2, 2019 Active Learning Answer Generation
— Unverified RUBi: Reducing Unimodal Biases for Visual Question Answering Dec 1, 2019 Question Answering Visual Question Answering
Code Code Available TAB-VCR: Tags and Attributes based VCR Baselines Dec 1, 2019 Attribute Question Answering
Code Code Available Assessing the Robustness of Visual Question Answering Models Nov 30, 2019 Question Answering Visual Question Answering
— Unverified A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop Nov 30, 2019 Question Answering Question Generation
— Unverified OptiBox: Breaking the Limits of Proposals for Visual Grounding Nov 29, 2019 Image Captioning Visual Grounding
— Unverified Transfer Learning in Visual and Relational Reasoning Nov 27, 2019 Question Answering Relational Reasoning
— Unverified Unsupervised Keyword Extraction for Full-sentence VQA Nov 23, 2019 Keyword Extraction Question Answering
— Unverified Temporal Reasoning via Audio Question Answering Nov 21, 2019 Audio Question Answering Diagnostic
Code Code Available Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA Nov 19, 2019 Question Answering Visual Question Answering
— Unverified DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue Nov 17, 2019 feature selection Question Answering
Code Code Available 