Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads Apr 30, 2021 Question Answering Visual Question Answering
— Unverified Optimal training of variational quantum algorithms without barren plateaus Apr 29, 2021 Quantum Machine Learning Visual Question Answering (VQA)
Code Code Available Document Collection Visual Question Answering Apr 27, 2021 document understanding Question Answering
— Unverified InfographicVQA Apr 26, 2021 Question Answering Visual Question Answering
— Unverified Playing Lottery Tickets with Vision and Language Apr 23, 2021 Image-text Retrieval Question Answering
— Unverified VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Apr 16, 2021 Information Retrieval Question Answering
— Unverified Cross-Modal Retrieval Augmentation for Multi-Modal Classification Apr 16, 2021 Classification Cross-Modal Retrieval
— Unverified Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention Apr 14, 2021 Question Answering Visual Question Answering
— Unverified Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation Apr 13, 2021 Knowledge Distillation Triplet
— Unverified Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Apr 13, 2021 Question Answering Visual Question Answering
— Unverified CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Apr 13, 2021 Question Answering Visual Question Answering
Code Code Available How Transferable are Reasoning Patterns in VQA? Apr 8, 2021 Question Answering Visual Question Answering
— Unverified Multimodal Continuous Visual Attention Mechanisms Apr 7, 2021 Clustering Question Answering
— Unverified Compressing Visual-linguistic Model via Knowledge Distillation Apr 5, 2021 Image Captioning Knowledge Distillation
— Unverified `Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks Apr 1, 2021 Question Answering Visual Question Answering
— Unverified UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training Apr 1, 2021 Image-text matching Image-text Retrieval
— Unverified Analysis on Image Set Visual Question Answering Mar 31, 2021 Question Answering Visual Question Answering
— Unverified Domain-robust VQA with diverse datasets and methods but no target labels Mar 29, 2021 Domain Adaptation Object Recognition
— Unverified 'Just because you are right, doesn't mean I am wrong': Overcoming a Bottleneck in the Development and Evaluation of Open-Ended Visual Question Answering (VQA) Tasks Mar 28, 2021 Question Answering Visual Question Answering
Code Code Available Generating and Evaluating Explanations of Attended and Error-Inducing Input Regions for VQA Models Mar 26, 2021 Question Answering Visual Question Answering
— Unverified Visual Grounding Strategies for Text-Only Natural Language Processing Mar 25, 2021 Image Retrieval Language Modeling
— Unverified How to Design Sample and Computationally Efficient VQA Models Mar 22, 2021 Question Answering Visual Question Answering
— Unverified A Comprehensive Survey of Scene Graphs: Generation and Application Mar 17, 2021 Image Captioning Question Answering
— Unverified Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA Mar 17, 2021 Question Answering Relational Reasoning
Code Code Available VMAF And Variants: Towards A Unified VQA Mar 13, 2021 feature selection regression
— Unverified Characterizing Misclassifications of Deep NLP Models Mar 12, 2021 named-entity-recognition Named Entity Recognition
— Unverified RL-CSDia: Representation Learning of Computer Science Diagrams Mar 10, 2021 Question Answering Representation Learning
— Unverified Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering Mar 9, 2021 Optical Character Recognition (OCR) Question Answering
Code Code Available Contextual Dropout: An Efficient Sample-Dependent Dropout Module Mar 6, 2021 image-classification Image Classification
Code Code Available Visual Question Answering: which investigated applications? Mar 4, 2021 Image Captioning Question Answering
Code Code Available Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues Mar 1, 2021 Question Answering Visual Question Answering
— Unverified Learning Compositional Representation for Few-shot Visual Question Answering Feb 21, 2021 Attribute Question Answering
— Unverified Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Feb 3, 2021 Question Answering Visual Grounding
Code Code Available An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games Jan 31, 2021 Question Answering Visual Question Answering
— Unverified Unanswerable Questions about Images and Texts Jan 25, 2021 Question Answering Visual Question Answering
— Unverified Visual Question Answering based on Local-Scene-Aware Referring Expression Generation Jan 22, 2021 Question Answering Referring Expression
— Unverified Understanding in Artificial Intelligence Jan 17, 2021 Natural Language Understanding Question Answering
— Unverified Latent Variable Models for Visual Question Answering Jan 16, 2021 Benchmarking Question Answering
— Unverified Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Jan 15, 2021 Question Answering Visual Question Answering (VQA)
— Unverified Recent Advances in Video Question Answering: A Review of Datasets and Methods Jan 15, 2021 Information Retrieval Machine Translation
— Unverified Understanding the Role of Scene Graphs in Visual Question Answering Jan 14, 2021 Graph Generation Question Answering
— Unverified Predicting Relative Depth between Objects from Semantic Features Jan 12, 2021 Question Answering Visual Question Answering
— Unverified Self Supervision for Attention Networks Jan 6, 2021 image-classification Image Classification
Code Code Available Transformers in Vision: A Survey Jan 4, 2021 Action Recognition Activity Recognition
— Unverified Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA Jan 1, 2021 Question Answering Visual Question Answering
— Unverified Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning Jan 1, 2021 Graph Attention Image Captioning
— Unverified Erasure for Advancing: Dynamic Self-Supervised Learning for Commonsense Reasoning Jan 1, 2021 Question Answering Self-Supervised Learning
— Unverified Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering Jan 1, 2021 Novel Concepts Question Answering
— Unverified Unshuffling Data for Improved Generalization in Visual Question Answering Jan 1, 2021 Out-of-Distribution Generalization Question Answering
— Unverified Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings Dec 31, 2020 Common Sense Reasoning Knowledge Graph Embeddings
— Unverified 