QSAN: A Near-term Achievable Quantum Self-Attention Network Jul 14, 2022 Binary Classification image-classification
— Unverified Multiview Contrastive Learning for Completely Blind Video Quality Assessment of User Generated Content Jul 13, 2022 Contrastive Learning Optical Flow Estimation
Code Code Available Subjective and Objective Quality Assessment of High-Motion Sports Videos at Low-Bitrates Jul 12, 2022 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available Video Graph Transformer for Video Question Answering Jul 12, 2022 Question Answering Relation
Code Code Available ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities Jul 11, 2022 Articles Few-Shot Learning
Code Code Available Exploring the Effectiveness of Video Perceptual Representation in Blind Video Quality Assessment Jul 8, 2022 Video Quality Assessment Visual Question Answering (VQA)
Code Code Available OVQA: A Clinically Generated Visual Question Answering Dataset Jul 7, 2022 Benchmarking Medical Visual Question Answering
— Unverified Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning Jul 6, 2022 Diagnostic Multi-Task Learning
Code Code Available Weakly Supervised Grounding for VQA in Vision-Language Transformers Jul 5, 2022 Question Answering Representation Learning
Code Code Available VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems Jul 1, 2022 Information Retrieval Question Answering
— Unverified American == White in Multimodal Language-and-Image AI Jul 1, 2022 Image Captioning Question Answering
— Unverified Modern Question Answering Datasets and Benchmarks: A Survey Jun 30, 2022 Deep Learning Question Answering
— Unverified A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA Jun 30, 2022 Question Answering Retrieval
Code Code Available EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering Jun 29, 2022 Contrastive Learning Out of Distribution (OOD) Detection
— Unverified Consistency-preserving Visual Question Answering in Medical Imaging Jun 27, 2022 Question Answering Visual Question Answering
Code Code Available From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering Jun 25, 2022 Question Answering Visual Question Answering
— Unverified Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer Jun 22, 2022 Question Answering Sentence
Code Code Available VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives Jun 22, 2022 Feature Importance Question Answering
Code Code Available Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding Jun 21, 2022 Decoder Question Answering
— Unverified Grounding Answers for Visual Questions Asked by Visually Impaired People Jun 20, 2022 Question Answering Visual Question Answering
— Unverified DisCoVQA: Temporal Distortion-Content Transformers for Video Quality Assessment Jun 20, 2022 Time Series Analysis Video Quality Assessment
Code Code Available Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks Jun 17, 2022 Depth Estimation Image Generation
— Unverified Zero-Shot Video Question Answering via Frozen Bidirectional Language Models Jun 16, 2022 Fill Mask Language Modeling
Code Code Available MixGen: A New Multi-Modal Data Augmentation Jun 16, 2022 Data Augmentation Image-text Retrieval
Code Code Available Test-Time Adaptation for Visual Document Understanding Jun 15, 2022 document understanding Domain Adaptation
— Unverified Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone Jun 15, 2022 Described Object Detection Image Captioning
Code Code Available LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning Jun 13, 2022 Transfer Learning Visual Question Answering (VQA)
Code Code Available Language Models are General-Purpose Interfaces Jun 13, 2022 Causal Language Modeling Few-Shot Learning
— Unverified GLIPv2: Unifying Localization and Vision-Language Understanding Jun 12, 2022 2D Object Detection Contrastive Learning
Code Code Available Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model Jun 10, 2022 Question Answering Task 2
— Unverified cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation Jun 7, 2022 Knowledge Distillation Question Answering
Code Code Available From Pixels to Objects: Cubic Visual Attention for Visual Question Answering Jun 4, 2022 Object Question Answering
— Unverified A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge Jun 3, 2022 Question Answering Visual Question Answering
Code Code Available Structured Two-stream Attention Network for Video Question Answering Jun 2, 2022 Question Answering Video Question Answering
— Unverified VL-BEiT: Generative Vision-Language Pretraining Jun 2, 2022 image-classification Image Classification
— Unverified REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering Jun 2, 2022 Question Answering Retrieval
Code Code Available Question Modifiers in Visual Question Answering Jun 1, 2022 Natural Language Understanding Question Answering
— Unverified Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering? Jun 1, 2022 Question Answering Visual Question Answering
— Unverified Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées en utilisant des bases de connaissances (ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities) Jun 1, 2022 Question Answering Visual Question Answering
— Unverified An Efficient Modern Baseline for FloodNet VQA May 30, 2022 Management Visual Question Answering (VQA)
Code Code Available Visual Superordinate Abstraction for Robust Concept Learning May 28, 2022 Attribute Question Answering
— Unverified GIT: A Generative Image-to-text Transformer for Vision and Language May 27, 2022 Decoder Image Captioning
Code Code Available V-Doc : Visual questions answers with Documents May 27, 2022 Question Answering Question Generation
— Unverified Avoiding Barren Plateaus with Classical Deep Neural Networks May 26, 2022 Visual Question Answering (VQA)
— Unverified Guiding Visual Question Answering with Attention Priors May 25, 2022 Question Answering Visual Grounding
— Unverified mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections May 24, 2022 Computational Efficiency cross-modal alignment
Code Code Available Reassessing Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization May 24, 2022 Image Captioning Out-of-Distribution Generalization
— Unverified On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization May 24, 2022 Descriptive Image Captioning
— Unverified VQA-GNN: Reasoning with Multimodal Knowledge via Graph Neural Networks for Visual Question Answering May 23, 2022 Knowledge Graphs Question Answering
— Unverified PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models May 23, 2022 Language Modeling Language Modelling
Code Code Available 