Question-Conditioned Counterfactual Image Generation for VQA Nov 14, 2019 counterfactual Image Generation
— Unverified Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation Nov 11, 2019 Domain Adaptation Question Answering
— Unverified Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Nov 10, 2019 Caption Generation Image Generation
— Unverified Are we asking the right questions in MovieQA? Nov 8, 2019 Question Answering Visual Question Answering
— Unverified Representing Movie Characters in Dialogues Nov 1, 2019 Question Answering Relation Classification
— Unverified YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension Nov 1, 2019 Caption Generation Question Answering
— Unverified TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Oct 31, 2019 Attribute Question Answering
Code Code Available C3DVQA: Full-Reference Video Quality Assessment with 3D Convolutional Neural Network Oct 30, 2019 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Learning Rich Image Region Representation for Visual Question Answering Oct 29, 2019 Language Modeling Language Modelling
— Unverified KnowIT VQA: Answering Knowledge-Based Questions about Videos Oct 23, 2019 Question Answering Video Question Answering
— Unverified Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Oct 21, 2019 Data Augmentation Decision Making
— Unverified Enforcing Reasoning in Visual Commonsense Reasoning Oct 21, 2019 Question Answering Reinforcement Learning
— Unverified Neural Memory Plasticity for Anomaly Detection Oct 12, 2019 Anomaly Detection EEG
— Unverified Multi-modal Deep Analysis for Multimedia Oct 11, 2019 Multi-modal Recommendation Question Answering
— Unverified Modulated Self-attention Convolutional Network for VQA Oct 8, 2019 Question Answering Visual Question Answering
— Unverified REMIND Your Neural Network to Prevent Catastrophic Forgetting Oct 6, 2019 Quantization Question Answering
Code Code Available From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason Oct 1, 2019 Graph Neural Network Question Answering
— Unverified SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering Oct 1, 2019 Embodied Question Answering Question Answering
— Unverified On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Sep 30, 2019 Data Augmentation Question Answering
— Unverified Compact Trilinear Interaction for Visual Question Answering Sep 26, 2019 Benchmarking Knowledge Distillation
Code Code Available On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Sep 25, 2019 Data Augmentation Question Answering
— Unverified Learning to Recognize the Unseen Visual Predicates Sep 25, 2019 Question Answering Visual Question Answering
— Unverified Why Does the VQA Model Answer No?: Improving Reasoning through Visual and Linguistic Inference Sep 25, 2019 Common Sense Reasoning Question Answering
— Unverified UNITER: Learning UNiversal Image-TExt Representations Sep 25, 2019 Image-text matching Image-text Retrieval
— Unverified Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering Sep 23, 2019 Inductive Learning Logical Reasoning
— Unverified Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Sep 23, 2019 Question Answering Triplet
— Unverified Triplet-Aware Scene Graph Embeddings Sep 19, 2019 Data Augmentation Graph Embedding
— Unverified Learning Sparse Mixture of Experts for Visual Question Answering Sep 19, 2019 Mixture-of-Experts Question Answering
— Unverified 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 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 U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Aug 17, 2019 Deep Learning Probabilistic Deep Learning
— Unverified What is needed for simple spatial language capabilities in VQA? Aug 17, 2019 Diagnostic Question Answering
— Unverified Language Features Matter: Effective Language Representations for Vision-Language Tasks Aug 17, 2019 Image Captioning Language Modelling
— Unverified Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling Aug 14, 2019 Question Answering Scene-Aware Dialogue
— Unverified Fusion of Detected Objects in Text for Visual Question Answering Aug 14, 2019 Question Answering Visual Commonsense Reasoning
— Unverified Multimodal Unified Attention Networks for Vision-and-Language Interactions Aug 12, 2019 Question Answering Visual Grounding
— Unverified Why Does a Visual Question Have Different Answers? Aug 12, 2019 Question Answering Visual Question Answering
— 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 CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Aug 8, 2019 Question Answering Visual Question Answering (VQA)
— Unverified 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 