visual knowledge

Beyond Sight: Towards Cognitive Alignment in LVLM via Enriched Visual Knowledge CVPR 2025 Knowledge Image Matters: Improving Knowledge-Based Visual Reasoning with Multi-Image Large Language Models ACL 2025 MMKE-Bench: A Multimodal Editing Benchmark for Diverse Visual Knowledge ICLR 2025 MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025 Visual-Oriented Fine-Grained Knowledge Editing for MultiModal Large Language Models ICCV 2025 LION: Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge CVPR 2024 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023 ReSee: Responding through Seeing Fine-grained Visual Knowledge in Open-domain Dialogue EMNLP 2023 Visually-Augmented Language Modeling ICLR 2023 Visually-augmented pretrained language models for NLP tasks without images ACL 2023 Leveraging Visual Knowledge in Language Tasks: An Empirical Study on Intermediate Pre-training for Cross-Modal Knowledge Transfer ACL 2022 Transferring Knowledge from Vision to Language: How to Achieve it and how to Measure it? EMNLP 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021 Beyond Language: Learning Commonsense from Images for Reasoning EMNLP 2020 Unsupervised Natural Language Inference via Decoupled Multimodal Contrastive Learning EMNLP 2020 Learning Visual Knowledge Memory Networks for Visual Question Answering CVPR 2018 Extracting Visual Knowledge from the Web with Multimodal Learning IJCAI 2017