OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics Feb 21, 2022 BIG-bench Machine Learning Graph Generation
Code Code Available RankDVQA: Deep VQA based on Ranking-inspired Hybrid Training Feb 17, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Delving Deeper into Cross-lingual Visual Question Answering Feb 15, 2022 Inductive Bias Question Answering
Code Code Available Privacy Preserving Visual Question Answering Feb 15, 2022 Privacy Preserving Question Answering
— Unverified An experimental study of the vision-bottleneck in VQA Feb 14, 2022 Object Question Answering
— Unverified Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? Feb 9, 2022 Open-Domain Question Answering Question Answering
— Unverified NEWSKVQA: Knowledge-Aware News Video Question Answering Feb 8, 2022 Common Sense Reasoning Management
— Unverified OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Feb 7, 2022 Image Captioning image-classification
Code Code Available Grounding Answers for Visual Questions Asked by Visually Impaired People Feb 4, 2022 Question Answering Visual Question Answering
Code Code Available Webly Supervised Concept Expansion for General Purpose Vision Models Feb 4, 2022 Human-Object Interaction Detection Image Retrieval
— Unverified Compositionality as Lexical Symmetry Jan 30, 2022 Data Augmentation Inductive Bias
Code Code Available Transformer Module Networks for Systematic Generalization in Visual Question Answering Jan 27, 2022 Question Answering Systematic Generalization
Code Code Available Learning to Compose Diversified Prompts for Image Emotion Classification Jan 26, 2022 Classification Emotion Classification
— Unverified MGA-VQA: Multi-Granularity Alignment for Visual Question Answering Jan 25, 2022 Question Answering Visual Question Answering
— Unverified SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering Jan 25, 2022 Question Answering Visual Question Answering
— Unverified Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding Jan 24, 2022 Question Answering Question Generation
— Unverified KAT: A Knowledge Augmented Transformer for Vision-and-Language Jan 16, 2022 Answer Generation Decoder
— Unverified All You May Need for VQA are Image Captions Jan 16, 2022 All Image Captioning
— Unverified Task Formulation Matters When Learning Continuously: A Case Study in Visual Question Answering Jan 16, 2022 Continual Learning Incremental Learning
— Unverified Probing the Role of Positional Information in Vision-Language Models Jan 16, 2022 Contrastive Learning Image-text matching
— Unverified Retrieving Visual Facts For Few-Shot Visual Question Answering Jan 16, 2022 Language Modeling Language Modelling
— Unverified MANGO: Enhancing the Robustness of VQA Models via Adversarial Noise Generation Jan 16, 2022 Logical Reasoning Question Answering
— Unverified CLIP-TD: CLIP Targeted Distillation for Vision-Language Tasks Jan 15, 2022 Question Answering Visual Commonsense Reasoning
— Unverified A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering Jan 14, 2022 Generative Question Answering Image to text
— Unverified Towards Automated Error Analysis: Learning to Characterize Errors Jan 13, 2022 Common Sense Reasoning Meta-Learning
— Unverified On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering Jan 11, 2022 POS Question Answering
— Unverified Uni-EDEN: Universal Encoder-Decoder Network by Multi-Granular Vision-Language Pre-training Jan 11, 2022 Decoder Image Captioning
— Unverified COIN: Counterfactual Image Generation for VQA Interpretation Jan 10, 2022 counterfactual Image Generation
— Unverified Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety Jan 4, 2022 Decoder Deep Learning
— Unverified Transform-Retrieve-Generate: Natural Language-Centric Outside-Knowledge Visual Question Answering Jan 1, 2022 Generative Question Answering Image to text
— Unverified Query and Attention Augmentation for Knowledge-Based Explainable Reasoning Jan 1, 2022 Question Answering Visual Question Answering
Code Code Available Towards General Purpose Vision Systems: An End-to-End Task-Agnostic Vision-Language Architecture Jan 1, 2022 Question Answering Visual Question Answering
— Unverified V-Doc: Visual Questions Answers With Documents Jan 1, 2022 Question Answering Question Generation
— Unverified Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain? Dec 27, 2021 Articles Medical Visual Question Answering
— Unverified Multi-Image Visual Question Answering Dec 27, 2021 Question Answering Visual Question Answering
Code Code Available General Greedy De-bias Learning Dec 20, 2021 image-classification Image Classification
Code Code Available Task-Oriented Multi-User Semantic Communications Dec 19, 2021 Image Retrieval Machine Translation
— Unverified Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Dec 18, 2021 Data Augmentation Few-Shot Learning
— Unverified Understanding Attention for Vision-and-Language Tasks Dec 17, 2021 Image Generation Image Retrieval
— Unverified 3D Question Answering Dec 15, 2021 3D geometry Question Answering
— Unverified Improving and Diagnosing Knowledge-Based Visual Question Answering via Entity Enhanced Knowledge Injection Dec 13, 2021 Common Sense Reasoning Knowledge Graph Embeddings
— Unverified Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation Dec 10, 2021 Image-text matching Image-text Retrieval
— Unverified MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering Dec 6, 2021 Language Modelling Question Answering
— Unverified Curriculum Learning Effectively Improves Low Data VQA Dec 1, 2021 Question Answering Visual Question Answering
— Unverified Robust Visual Reasoning via Language Guided Neural Module Networks Dec 1, 2021 Question Answering Referring Expression
— Unverified eaVQA: An Experimental Analysis on Visual Question Answering Models Dec 1, 2021 Question Answering Visual Question Answering
— Unverified Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning Dec 1, 2021 Logical Reasoning Question Answering
— Unverified LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering Nov 29, 2021 Diversity Question Answering
— Unverified Scene Graph Generation with Geometric Context Nov 25, 2021 Activity Recognition Graph Generation
— Unverified A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering Nov 21, 2021 Question Answering Translation
— Unverified 