Making Video Quality Assessment Models Sensitive to Frame Rate Distortions May 21, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Gender and Racial Bias in Visual Question Answering Datasets May 17, 2022 Question Answering Visual Question Answering
— Unverified A Neuro-Symbolic ASP Pipeline for Visual Question Answering May 16, 2022 Question Answering Visual Question Answering
Code Code Available A Framework to Map VMAF with the Probability of Just Noticeable Difference between Video Encoding Recipes May 16, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures May 10, 2022 AutoML BIG-bench Machine Learning
— Unverified Learning to Answer Visual Questions from Web Videos May 10, 2022 Dataset Generation Question Answering
Code Code Available Joint learning of object graph and relation graph for visual question answering May 9, 2022 Attribute Graph Neural Network
— Unverified Deep Quality Assessment of Compressed Videos: A Subjective and Objective Study May 7, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning May 6, 2022 Diagnostic Question Answering
Code Code Available From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data May 6, 2022 Question Answering Visual Question Answering
— Unverified What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning May 5, 2022 Multi-Task Learning Question Answering
Code Code Available LAWS: Look Around and Warm-Start Natural Gradient Descent for Quantum Neural Networks May 5, 2022 Combinatorial Optimization Visual Question Answering (VQA)
Code Code Available Declaration-based Prompt Tuning for Visual Question Answering May 5, 2022 Image-text matching Language Modeling
Code Code Available All You May Need for VQA are Image Captions May 4, 2022 All Image Captioning
Code Code Available CoCa: Contrastive Captioners are Image-Text Foundation Models May 4, 2022 Action Classification Decoder
Code Code Available Answer-Me: Multi-Task Open-Vocabulary Visual Question Answering May 2, 2022 Decoder Image Captioning
— Unverified Vision-Language Pretraining: Current Trends and the Future May 1, 2022 Question Answering Representation Learning
— Unverified ViLMedic: a framework for research at the intersection of vision and language in medical AI May 1, 2022 Medical Visual Question Answering Question Answering
— Unverified DuReader_vis: A Chinese Dataset for Open-domain Document Visual Question Answering May 1, 2022 document understanding Open-Domain Question Answering
— Unverified Bridging the Gap between Recognition-level Pre-training and Commonsensical Vision-language Tasks May 1, 2022 Diversity Informativeness
— Unverified Flamingo: a Visual Language Model for Few-Shot Learning Apr 29, 2022 Few-Shot Learning Generative Visual Question Answering
Code Code Available Reliable Visual Question Answering: Abstain Rather Than Answer Incorrectly Apr 28, 2022 Question Answering Visual Question Answering
Code Code Available GRIT: General Robust Image Task Benchmark Apr 28, 2022 Instance Segmentation Keypoint Detection
Code Code Available RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning Apr 24, 2022 Human-Object Interaction Detection Object
Code Code Available Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question Answering Apr 22, 2022 Question Answering Visual Question Answering
Code Code Available Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks Apr 22, 2022 Question Answering Visual Commonsense Reasoning
— Unverified Attention in Reasoning: Dataset, Analysis, and Modeling Apr 20, 2022 Question Answering Visual Question Answering
Code Code Available LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking Apr 18, 2022 cross-modal alignment Document AI
Code Code Available Attention Mechanism based Cognition-level Scene Understanding Apr 17, 2022 Question Answering Scene Understanding
— Unverified Improving Cross-Modal Understanding in Visual Dialog via Contrastive Learning Apr 15, 2022 Contrastive Learning Question Answering
— Unverified SwapMix: Diagnosing and Regularizing the Over-Reliance on Visual Context in Visual Question Answering Apr 5, 2022 Data Augmentation Question Answering
Code Code Available CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Apr 5, 2022 Explanation Generation Question Answering
Code Code Available Question-Driven Graph Fusion Network For Visual Question Answering Apr 3, 2022 Graph Attention Object
— Unverified Co-VQA : Answering by Interactive Sub Question Sequence Apr 2, 2022 Question Answering Visual Question Answering
— Unverified Perceptual Quality Assessment of UGC Gaming Videos Mar 31, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified SimVQA: Exploring Simulated Environments for Visual Question Answering Mar 31, 2022 Data Augmentation Diversity
— Unverified VL-InterpreT: An Interactive Visualization Tool for Interpreting Vision-Language Transformers Mar 30, 2022 Question Answering Visual Commonsense Reasoning
Code Code Available End-to-end Document Recognition and Understanding with Dessurt Mar 30, 2022 document understanding Visual Question Answering (VQA)
Code Code Available Visual Mechanisms Inspired Efficient Transformers for Image and Video Quality Assessment Mar 28, 2022 Image Quality Assessment Video Quality Assessment
— Unverified Single-Stream Multi-Level Alignment for Vision-Language Pretraining Mar 27, 2022 Image-text Retrieval Question Answering
Code Code Available Learning to Answer Questions in Dynamic Audio-Visual Scenarios Mar 26, 2022 audio-visual learning Audio-visual Question Answering
Code Code Available Subjective and Objective Analysis of Streamed Gaming Videos Mar 24, 2022 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering Mar 24, 2022 Optical Character Recognition Optical Character Recognition (OCR)
— Unverified Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering Mar 24, 2022 GPU Question Answering
Code Code Available WuDaoMM: A large-scale Multi-Modal Dataset for Pre-training models Mar 22, 2022 Image Captioning Image Generation
— Unverified MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering Mar 17, 2022 Implicit Relations Question Answering
Code Code Available Can you even tell left from right? Presenting a new challenge for VQA Mar 15, 2022 Question Answering Visual Question Answering
— Unverified CARETS: A Consistency And Robustness Evaluative Test Suite for VQA Mar 15, 2022 Negation Question Generation
Code Code Available CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment Mar 14, 2022 parameter-efficient fine-tuning Question Answering
— Unverified All in One: Exploring Unified Video-Language Pre-training Mar 14, 2022 All Language Modelling
Code Code Available 