Applications

MixPHM: Redundancy-Aware Parameter-Efficient Tuning for Low-Resource Visual Question Answering CVPR 2023 MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering EMNLP 2023 Modular Visual Question Answering via Code Generation ACL 2023 MPMQA: Multimodal Question Answering on Product Manuals AAAI 2023 RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension CVPR 2023 ROME: Evaluating Pre-trained Vision-Language Models on Reasoning beyond Visual Common Sense EMNLP 2023 Similarity Maps for Self-Training Weakly-Supervised Phrase Grounding CVPR 2023 SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images AAAI 2023 Super-CLEVR: A Virtual Benchmark To Diagnose Domain Robustness in Visual Reasoning CVPR 2023 Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA Task AAAI 2023 Target-Aware Spatio-Temporal Reasoning via Answering Questions in Dynamic Audio-Visual Scenarios EMNLP 2023 Unifying Text, Tables, and Images for Multimodal Question Answering EMNLP 2023 VQACL: A Novel Visual Question Answering Continual Learning Setting CVPR 2023 Vulnerabilities in Video Quality Assessment Models: The Challenge of Adversarial Attacks NeurIPS 2023 Why Did the Chicken Cross the Road? Rephrasing and Analyzing Ambiguous Questions in VQA ACL 2023 Zero-shot Visual Question Answering with Language Model Feedback ACL 2023 CARETS: A Consistency And Robustness Evaluative Test Suite for VQA ACL 2022 ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022 CLIP Models are Few-Shot Learners: Empirical Studies on VQA and Visual Entailment ACL 2022 Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022 DoSSIER at MedVidQA 2022: Text-based Approaches to Medical Video Answer Localization Problem ACL 2022 Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022 DuReadervis: A Chinese Dataset for Open-domain Document Visual Question Answering ACL 2022 Dynamic Key-Value Memory Enhanced Multi-Step Graph Reasoning for Knowledge-Based Visual Question Answering AAAI 2022 Entity-Focused Dense Passage Retrieval for Outside-Knowledge Visual Question Answering EMNLP 2022