NAAQA: A Neural Architecture for Acoustic Question Answering Jun 11, 2021 Acoustic Question Answering Question Answering
Code Code Available Supervising the Transfer of Reasoning Patterns in VQA Jun 10, 2021 PAC learning Transfer Learning
— Unverified Bayesian Attention Belief Networks Jun 9, 2021 Decoder Machine Translation
— Unverified PAM: Understanding Product Images in Cross Product Category Attribute Extraction Jun 8, 2021 Attribute Attribute Extraction
— Unverified Check It Again: Progressive Visual Question Answering via Visual Entailment Jun 8, 2021 Question Answering Visual Entailment
Code Code Available Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions Jun 8, 2021 Question Answering Visual Question Answering
— Unverified Human-Adversarial Visual Question Answering Jun 4, 2021 Question Answering Visual Question Answering
— Unverified Grounding Complex Navigational Instructions Using Scene Graphs Jun 3, 2021 Question Answering reinforcement-learning
— Unverified Semantic Aligned Multi-modal Transformer for Vision-LanguageUnderstanding: A Preliminary Study on Visual QA Jun 1, 2021 Question Answering Visual Question Answering
— Unverified Learning to Select Question-Relevant Relations for Visual Question Answering Jun 1, 2021 Graph Attention Question Answering
— Unverified MiniVQA - A resource to build your tailored VQA competition Jun 1, 2021 BIG-bench Machine Learning Visual Question Answering (VQA)
— Unverified CLEVR\_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images Jun 1, 2021 Question Answering Visual Question Answering
Code Code Available MIMOQA: Multimodal Input Multimodal Output Question Answering Jun 1, 2021 Question Answering Visual Question Answering
— Unverified EaSe: A Diagnostic Tool for VQA based on Answer Diversity Jun 1, 2021 Diagnostic Diversity
Code Code Available Adversarial VQA: A New Benchmark for Evaluating the Robustness of VQA Models Jun 1, 2021 Data Augmentation Question Answering
— Unverified LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering May 29, 2021 Question Answering Visual Question Answering
Code Code Available StructuralLM: Structural Pre-training for Form Understanding May 24, 2021 document-image-classification Document Image Classification
— Unverified Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-Training May 24, 2021 Image Captioning Medical Visual Question Answering
Code Code Available Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training May 21, 2021 Question Answering Relation
— Unverified Multiple Meta-model Quantifying for Medical Visual Question Answering May 19, 2021 Medical Visual Question Answering Meta-Learning
Code Code Available NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions May 18, 2021 Question Answering Video Question Answering
Code Code Available Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval May 16, 2021 Graph Generation Image Captioning
— Unverified Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention May 15, 2021 Question Answering Visual Question Answering
— Unverified Cross-Modal Generative Augmentation for Visual Question Answering May 11, 2021 Data Augmentation Question Answering
— Unverified Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules May 11, 2021 Question Answering Visual Question Answering
Code Code Available Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning May 10, 2021 Arithmetic Reasoning Geometry Problem Solving
Code Code Available Passage Retrieval for Outside-Knowledge Visual Question Answering May 9, 2021 Image Captioning Object
Code Code Available AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss May 5, 2021 Question Answering Visual Question Answering
Code Code Available Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention May 5, 2021 Question Answering Referring Expression
— Unverified Iterated learning for emergent systematicity in VQA May 3, 2021 Question Answering Systematic Generalization
— Unverified A survey on VQA_Datasets and Approaches May 2, 2021 Question Answering Survey
— Unverified 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 MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding Apr 26, 2021 Generalized Referring Expression Comprehension Phrase Grounding
Code Code Available RelTransformer: A Transformer-Based Long-Tail Visual Relationship Recognition Apr 24, 2021 Image Captioning Object Recognition
Code Code Available Playing Lottery Tickets with Vision and Language Apr 23, 2021 Image-text Retrieval Question Answering
— Unverified GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering Apr 20, 2021 Graph Neural Network Graph Question Answering
Code Code Available Cross-Modal Retrieval Augmentation for Multi-Modal Classification Apr 16, 2021 Classification Cross-Modal Retrieval
— Unverified VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks Apr 16, 2021 Information Retrieval Question Answering
— 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 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 Neuro-Symbolic VQA: A review from the perspective of AGI desiderata Apr 13, 2021 Question Answering Visual Question Answering
— Unverified 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 Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Apr 7, 2021 Question Answering Visual Question Answering
Code Code Available Compressing Visual-linguistic Model via Knowledge Distillation Apr 5, 2021 Image Captioning Knowledge Distillation
— Unverified MMBERT: Multimodal BERT Pretraining for Improved Medical VQA Apr 3, 2021 Language Modeling Language Modelling
Code Code Available 