Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Dec 13, 2018 Question Answering Visual Question Answering
— Unverified Learning Representations of Sets through Optimized Permutations Dec 10, 2018 General Classification Question Answering
Code Code Available Spatial Knowledge Distillation to aid Visual Reasoning Dec 10, 2018 Diagnostic Knowledge Distillation
— Unverified Recursive Visual Attention in Visual Dialog Dec 6, 2018 Question Answering Visual Dialog
Code Code Available Explainable and Explicit Visual Reasoning over Scene Graphs Dec 5, 2018 Inductive Bias Visual Question Answering (VQA)
Code Code Available Learning to Compose Dynamic Tree Structures for Visual Contexts Dec 5, 2018 Graph Generation Panoptic Scene Graph Generation
Code Code Available Multi-task Learning of Hierarchical Vision-Language Representation Dec 3, 2018 Multi-Task Learning Question Answering
— Unverified Learning to Specialize with Knowledge Distillation for Visual Question Answering Dec 1, 2018 General Classification General Knowledge
— Unverified Chain of Reasoning for Visual Question Answering Dec 1, 2018 Object Question Answering
— Unverified From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts Nov 30, 2018 Novel Concepts Question Answering
— Unverified Systematic Generalization: What Is Required and Can It Be Learned? Nov 30, 2018 Systematic Generalization Visual Question Answering (VQA)
Code Code Available Visual Question Answering as Reading Comprehension Nov 29, 2018 Common Sense Reasoning General Knowledge
— Unverified Visual Entailment Task for Visually-Grounded Language Learning Nov 26, 2018 Grounded language learning Natural Language Inference
— Unverified CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning Nov 26, 2018 Acoustic Question Answering Question Answering
Code Code Available A dataset of clinically generated visual questions and answers about radiology images Nov 20, 2018 Decision Making Medical Visual Question Answering
— Unverified VQA with no questions-answers training Nov 20, 2018 Visual Question Answering (VQA)
Code Code Available Explicit Bias Discovery in Visual Question Answering Models Nov 19, 2018 Question Answering Visual Question Answering
— Unverified Zero-Shot Transfer VQA Dataset Nov 2, 2018 Question Answering Transfer Learning
— Unverified Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering Nov 1, 2018 Factual Visual Question Answering General Knowledge
— Unverified Compositional Attention Networks for Interpretability in Natural Language Question Answering Oct 30, 2018 Logical Reasoning Question Answering
— Unverified Do Explanations make VQA Models more Predictable to a Human? Oct 29, 2018 Question Answering Visual Question Answering
— Unverified TallyQA: Answering Complex Counting Questions Oct 29, 2018 Attribute Object Counting
Code Code Available Knowing Where to Look? Analysis on Attention of Visual Question Answering System Oct 9, 2018 Question Answering Visual Question Answering
— Unverified Overcoming Language Priors in Visual Question Answering with Adversarial Regularization Oct 8, 2018 Question Answering Visual Grounding
— Unverified Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Oct 4, 2018 Question Answering Representation Learning
Code Code Available Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Oct 3, 2018 Question Answering Transfer Learning
Code Code Available Multimodal Differential Network for Visual Question Generation Oct 1, 2018 Image Captioning Natural Questions
— Unverified Convolutional Neural Networks for Video Quality Assessment Sep 26, 2018 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Textually Enriched Neural Module Networks for Visual Question Answering Sep 23, 2018 Image Captioning Question Answering
— Unverified The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA Sep 12, 2018 Question Answering Semantic Similarity
— Unverified Faithful Multimodal Explanation for Visual Question Answering Sep 8, 2018 Explanatory Visual Question Answering Question Answering
Code Code Available Cascaded Mutual Modulation for Visual Reasoning Sep 6, 2018 Question Answering Visual Question Answering
Code Code Available Interpretable Visual Question Answering by Reasoning on Dependency Trees Sep 6, 2018 Question Answering valid
— Unverified Visual Coreference Resolution in Visual Dialog using Neural Module Networks Sep 6, 2018 Common Sense Reasoning coreference-resolution
Code Code Available Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Sep 4, 2018 Factual Visual Question Answering General Knowledge
— Unverified Deep Attention Neural Tensor Network for Visual Question Answering Sep 1, 2018 Deep Attention Question Answering
— Unverified Deep Video Quality Assessor: From Spatio-temporal Visual Sensitivity to A Convolutional Neural Aggregation Network Sep 1, 2018 Sensitivity Video Quality Assessment
— Unverified Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A Platforms Aug 29, 2018 Community Question Answering General Classification
Code Code Available Question-Guided Hybrid Convolution for Visual Question Answering Aug 8, 2018 Question Answering Visual Question Answering
— Unverified A Joint Sequence Fusion Model for Video Question Answering and Retrieval Aug 7, 2018 Decoder Multiple-choice
Code Code Available Visual Reasoning with Multi-hop Feature Modulation Aug 3, 2018 Question Answering Visual Dialog
Code Code Available Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps Aug 1, 2018 Cross-Lingual Transfer Image Captioning
— Unverified A Reinforcement Learning Framework for Natural Question Generation using Bi-discriminators Aug 1, 2018 Attribute Natural Questions
— Unverified Learning Visual Question Answering by Bootstrapping Hard Attention Aug 1, 2018 Hard Attention Question Answering
Code Code Available Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining Aug 1, 2018 Question Answering Visual Grounding
— Unverified Bridge the Gap Between VQA and Human Behavior on Omnidirectional Video: A Large-Scale Dataset and a Deep Learning Model Jul 29, 2018 Visual Question Answering (VQA)
Code Code Available Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Jul 26, 2018 Data Augmentation Visual Question Answering (VQA)
Code Code Available Question Relevance in Visual Question Answering Jul 23, 2018 Question Answering Visual Question Answering
— Unverified Latent Alignment and Variational Attention Jul 10, 2018 Hard Attention Machine Translation
Code Code Available NMT-Keras: a Very Flexible Toolkit with a Focus on Interactive NMT and Online Learning Jul 9, 2018 General Classification Machine Translation
— Unverified 