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• VisualBERT: A Simple and Performant Baseline for Vision and Language
  2019 · 1236 citations
• How Much Can CLIP Benefit Vision-and-Language Tasks?
  2021 · 153 citations
• Multimodal Adaptive Distillation for Leveraging Unimodal Encoders for Vision-Language Tasks
  2022 · 8 citations
• REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
  2022 · 4 citations
• CoBIT: A Contrastive Bi-directional Image-Text Generation Model
  2023 · 4 citations
• IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models
  2023 · 4 citations
• UniFine: A Unified and Fine-grained Approach for Zero-shot Vision-Language Understanding
  2023 · 2 citations
• MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models
  2024 · 1 citations
• OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles
  2025
• Understanding ME? Multimodal Evaluation for Fine-grained Visual Commonsense
  2022
• MACAROON: Training Vision-Language Models To Be Your Engaged Partners
  2024