VisQA: X-raying Vision and Language Reasoning in Transformers Apr 2, 2021 Question Answering Visual Question Answering
Code Code Available `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 Towards General Purpose Vision Systems Apr 1, 2021 Question Answering Visual Question Answering
Code Code Available UC2: Universal Cross-lingual Cross-modal Vision-and-Language Pre-training Apr 1, 2021 Image-text matching Image-text Retrieval
— Unverified Are Bias Mitigation Techniques for Deep Learning Effective? Apr 1, 2021 Deep Learning Question Answering
Code Code Available 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 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events Mar 29, 2021 Autonomous Vehicles Benchmarking
Code Code Available Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers Mar 29, 2021 Decoder Image Segmentation
Code Code Available '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 On the hidden treasure of dialog in video question answering Mar 26, 2021 Question Answering Video Question Answering
Code Code Available Visual Grounding Strategies for Text-Only Natural Language Processing Mar 25, 2021 Image Retrieval Language Modeling
— Unverified Multi-Modal Answer Validation for Knowledge-Based VQA Mar 23, 2021 Question Answering Retrieval
Code Code Available 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 SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering Feb 18, 2021 Medical Visual Question Answering Question Answering
Code Code Available Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Feb 18, 2021 Decoder Document Image Classification
Code Code Available Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Feb 17, 2021 Caption Generation Diversity
Code Code Available Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling Feb 11, 2021 Question Answering Retrieval
Code Code Available ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision Feb 5, 2021 Cross-Modal Retrieval Image Retrieval
Code Code Available Unifying Vision-and-Language Tasks via Text Generation Feb 4, 2021 Conditional Text Generation Decoder
Code Code Available 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 VisualMRC: Machine Reading Comprehension on Document Images Jan 27, 2021 Machine Reading Comprehension Natural Language Understanding
Code Code Available 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 Recent Advances in Video Question Answering: A Review of Datasets and Methods Jan 15, 2021 Information Retrieval Machine Translation
— Unverified Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge Jan 15, 2021 Question Answering Visual Question Answering (VQA)
— 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 Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning Jan 1, 2021 Graph Attention Image Captioning
— Unverified Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images Jan 1, 2021 Attribute Multiple Instance Learning
Code Code Available Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos Jan 1, 2021 Audio-visual Question Answering Question Answering
Code Code Available MDETR - Modulated Detection for End-to-End Multi-Modal Understanding Jan 1, 2021 Phrase Grounding Question Answering
Code Code Available TRAR: Routing the Attention Spans in Transformer for Visual Question Answering Jan 1, 2021 Question Answering Referring Expression
Code Code Available Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment Jan 1, 2021 Domain Adaptation Unsupervised Domain Adaptation
Code Code Available 