Ludwig: a type-based declarative deep learning toolbox Sep 17, 2019 Decoder Deep Learning
Code Code Available Inverse Visual Question Answering with Multi-Level Attentions Sep 17, 2019 Question Answering Visual Question Answering
— Unverified Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Sep 10, 2019 Common Sense Reasoning Data Augmentation
— Unverified Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Sep 9, 2019 Natural Language Inference Question Answering
Code Code Available Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering Sep 4, 2019 Image Captioning Object
— Unverified PlotQA: Reasoning over Scientific Plots Sep 3, 2019 Chart Question Answering Question Answering
— Unverified Adversarial Representation Learning for Text-to-Image Matching Aug 28, 2019 Image Captioning Language Modeling
— Unverified Visual Question Answering using Deep Learning: A Survey and Performance Analysis Aug 27, 2019 Common Sense Reasoning Question Answering
Code Code Available VL-BERT: Pre-training of Generic Visual-Linguistic Representations Aug 22, 2019 Image-text matching Language Modelling
Code Code Available LXMERT: Learning Cross-Modality Encoder Representations from Transformers Aug 20, 2019 Language Modeling Language Modelling
Code Code Available Language Features Matter: Effective Language Representations for Vision-Language Tasks Aug 17, 2019 Image Captioning Language Modelling
— Unverified What is needed for simple spatial language capabilities in VQA? Aug 17, 2019 Diagnostic Question Answering
— Unverified U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Aug 17, 2019 Deep Learning Probabilistic Deep Learning
— Unverified VideoNavQA: Bridging the Gap between Visual and Embodied Question Answering Aug 14, 2019 Embodied Question Answering Question Answering
Code Code Available Fusion of Detected Objects in Text for Visual Question Answering Aug 14, 2019 Question Answering Visual Commonsense Reasoning
— Unverified Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling Aug 14, 2019 Question Answering Scene-Aware Dialogue
— Unverified Why Does a Visual Question Have Different Answers? Aug 12, 2019 Question Answering Visual Question Answering
— Unverified Multimodal Unified Attention Networks for Vision-and-Language Interactions Aug 12, 2019 Question Answering Visual Grounding
— Unverified Multi-modality Latent Interaction Network for Visual Question Answering Aug 10, 2019 Language Modeling Language Modelling
— Unverified Question-Agnostic Attention for Visual Question Answering Aug 9, 2019 Question Answering Visual Question Answering
— Unverified VisualBERT: A Simple and Performant Baseline for Vision and Language Aug 9, 2019 Language Modeling Language Modelling
Code Code Available CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Aug 8, 2019 Question Answering Visual Question Answering (VQA)
— Unverified ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Aug 6, 2019 Image Retrieval Question Answering
Code Code Available Answering Questions about Data Visualizations using Efficient Bimodal Fusion Aug 5, 2019 Chart Question Answering Optical Character Recognition
Code Code Available The Meaning of ``Most'' for Visual Question Answering Models Aug 1, 2019 Question Answering Visual Question Answering
— Unverified An Empirical Study of Batch Normalization and Group Normalization in Conditional Computation Jul 31, 2019 Conditional Image Generation Few-Shot Learning
— Unverified LEAF-QA: Locate, Encode & Attend for Figure Question Answering Jul 30, 2019 Chart Question Answering Question Answering
— Unverified An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Jul 28, 2019 Knowledge Graphs Question Answering
— Unverified Bilinear Graph Networks for Visual Question Answering Jul 23, 2019 Question Answering Visual Question Answering
— Unverified KVQA: Knowledge-Aware Visual Question Answering Jul 17, 2019 Knowledge Graphs Question Answering
— Unverified OmniNet: A unified architecture for multi-modal multi-task learning Jul 17, 2019 Image Captioning Multi-Task Learning
Code Code Available 2nd Place Solution to the GQA Challenge 2019 Jul 16, 2019 Question Answering Visual Question Answering
— Unverified Assessing Visual Quality of Omnidirectional Videos Jul 14, 2019 Visual Question Answering (VQA)
— Unverified Neural Reasoning, Fast and Slow, for Video Question Answering Jul 10, 2019 Natural Questions Question Answering
— Unverified Learning by Abstraction: The Neural State Machine Jul 9, 2019 Visual Question Answering (VQA) Visual Reasoning
Code Code Available Are Red Roses Red? Evaluating Consistency of Question-Answering Models Jul 1, 2019 Question Answering valid
Code Code Available Multi-grained Attention with Object-level Grounding for Visual Question Answering Jul 1, 2019 Object Question Answering
— Unverified ICDAR 2019 Competition on Scene Text Visual Question Answering Jun 30, 2019 Question Answering Visual Question Answering
— Unverified Deep Modular Co-Attention Networks for Visual Question Answering Jun 25, 2019 Question Answering Visual Question Answering
Code Code Available RUBi: Reducing Unimodal Biases in Visual Question Answering Jun 24, 2019 Question Answering Visual Question Answering
Code Code Available Integrating Knowledge and Reasoning in Image Understanding Jun 24, 2019 Object Recognition Question Answering
— Unverified Adversarial Multimodal Network for Movie Question Answering Jun 24, 2019 Question Answering Video Question Answering
— Unverified Investigating Biases in Textual Entailment Datasets Jun 23, 2019 BIG-bench Machine Learning Natural Language Inference
— Unverified Two-Level Approach for No-Reference Consumer Video Quality Assessment Jun 20, 2019 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Jun 20, 2019 Question Answering Visual Question Answering
— Unverified Improving Visual Question Answering by Referring to Generated Paragraph Captions Jun 14, 2019 Decoder Image Captioning
— Unverified Mimic and Fool: A Task Agnostic Adversarial Attack Jun 11, 2019 Adversarial Attack Image Captioning
Code Code Available Psycholinguistics meets Continual Learning: Measuring Catastrophic Forgetting in Visual Question Answering Jun 10, 2019 Continual Learning Question Answering
— Unverified ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Jun 6, 2019 Question Answering Video Question Answering
Code Code Available Generating Question Relevant Captions to Aid Visual Question Answering Jun 3, 2019 General Knowledge Image Captioning
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