| Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering | Mar 24, 2022 | GPUQuestion Answering | CodeCode Available | 0 |
| Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering | Mar 24, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Can you even tell left from right? Presenting a new challenge for VQA | Mar 15, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment | Mar 14, 2022 | parameter-efficient fine-tuningQuestion Answering | —Unverified | 0 |
| Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation | Mar 12, 2022 | Image CaptioningKnowledge Distillation | —Unverified | 0 |
| Barlow constrained optimization for Visual Question Answering | Mar 7, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Modeling Coreference Relations in Visual Dialog | Mar 6, 2022 | Question AnsweringVisual Dialog | —Unverified | 0 |
| Dynamic Key-value Memory Enhanced Multi-step Graph Reasoning for Knowledge-based Visual Question Answering | Mar 6, 2022 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Recent, rapid advancement in visual question answering architecture: a review | Mar 2, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| On Modality Bias Recognition and Reduction | Feb 25, 2022 | Action RecognitionMulti-modal Classification | CodeCode Available | 0 |
| Joint Answering and Explanation for Visual Commonsense Reasoning | Feb 25, 2022 | Knowledge DistillationQuestion Answering | CodeCode Available | 0 |
| Measuring CLEVRness: Blackbox testing of Visual Reasoning Models | Feb 24, 2022 | BenchmarkingDiagnostic | —Unverified | 0 |
| OG-SGG: Ontology-Guided Scene Graph Generation. A Case Study in Transfer Learning for Telepresence Robotics | Feb 21, 2022 | BIG-bench Machine LearningGraph Generation | CodeCode Available | 0 |
| Privacy Preserving Visual Question Answering | Feb 15, 2022 | Privacy PreservingQuestion Answering | —Unverified | 0 |
| Delving Deeper into Cross-lingual Visual Question Answering | Feb 15, 2022 | Inductive BiasQuestion Answering | CodeCode Available | 0 |
| An experimental study of the vision-bottleneck in VQA | Feb 14, 2022 | ObjectQuestion Answering | —Unverified | 0 |
| Can Open Domain Question Answering Systems Answer Visual Knowledge Questions? | Feb 9, 2022 | Open-Domain Question AnsweringQuestion Answering | —Unverified | 0 |
| NEWSKVQA: Knowledge-Aware News Video Question Answering | Feb 8, 2022 | Common Sense ReasoningManagement | —Unverified | 0 |
| OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework | Feb 7, 2022 | Image Captioningimage-classification | CodeCode Available | 0 |
| Grounding Answers for Visual Questions Asked by Visually Impaired People | Feb 4, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Compositionality as Lexical Symmetry | Jan 30, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Transformer Module Networks for Systematic Generalization in Visual Question Answering | Jan 27, 2022 | Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| Learning to Compose Diversified Prompts for Image Emotion Classification | Jan 26, 2022 | ClassificationEmotion Classification | —Unverified | 0 |
| MGA-VQA: Multi-Granularity Alignment for Visual Question Answering | Jan 25, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering | Jan 25, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
