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 TAB-VCR: Tags and Attributes based VCR Baselines Dec 1, 2019 Attribute Question Answering
Code Code Available RUBi: Reducing Unimodal Biases for Visual Question Answering Dec 1, 2019 Question Answering Visual Question Answering
Code Code Available 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 Assessing the Robustness of Visual Question Answering Models Nov 30, 2019 Question Answering Visual Question Answering
— 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 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 YouMakeup: A Large-Scale Domain-Specific Multimodal Dataset for Fine-Grained Semantic Comprehension Nov 1, 2019 Caption Generation Question Answering
— Unverified Representing Movie Characters in Dialogues Nov 1, 2019 Question Answering Relation Classification
— 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 Enforcing Reasoning in Visual Commonsense Reasoning Oct 21, 2019 Question Answering Reinforcement Learning
— Unverified Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning Oct 21, 2019 Data Augmentation Decision Making
— 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 SegEQA: Video Segmentation Based Visual Attention for Embodied Question Answering Oct 1, 2019 Embodied Question Answering Question Answering
— Unverified From Strings to Things: Knowledge-Enabled VQA Model That Can Read and Reason Oct 1, 2019 Graph Neural Network 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 Overcoming Data Limitation in Medical Visual Question Answering Sep 26, 2019 Denoising Medical Visual Question Answering
Code Code Available UNITER: Learning UNiversal Image-TExt Representations Sep 25, 2019 Image-text matching Image-text Retrieval
— 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 On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints Sep 25, 2019 Data Augmentation Question Answering
— Unverified UNITER: UNiversal Image-TExt Representation Learning Sep 25, 2019 Image-text matching Image-text Retrieval
Code Code Available Unified Vision-Language Pre-Training for Image Captioning and VQA Sep 24, 2019 Decoder Image Captioning
Code Code Available 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 Learning Sparse Mixture of Experts for Visual Question Answering Sep 19, 2019 Mixture-of-Experts Question Answering
— Unverified Triplet-Aware Scene Graph Embeddings Sep 19, 2019 Data Augmentation Graph Embedding
— Unverified 