Image Captioning

Learning to Describe Implicit Changes: Noise-robust Pre-training for Image Difference Captioning EMNLP 2025 LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025 MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects CVPR 2025 MICE: Mixture of Image Captioning Experts Augmented e-Commerce Product Attribute Value Extraction ACL 2025 Movie101v2: Improved Movie Narration Benchmark ACL 2025 MsRAG: Knowledge Augumented Image Captioning with Object-level Multi-source RAG IJCAI 2025 NarrAD: Automatic Generation of Audio Descriptions for Movies with Rich Narrative Context WACV 2025 Now You See Me: Context-Aware Automatic Audio Description WACV 2025 Patch Matters: Training-free Fine-grained Image Caption Enhancement via Local Perception CVPR 2025 PREMISE: Matching-based Prediction for Accurate Review Recommendation NAACL 2025 Progress-Aware Video Frame Captioning CVPR 2025 Region-aware Difference Distilling with Attribute-guided Contrastive Regularization for Change Captioning AAAI 2025 Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025 ReVision: A Dataset and Baseline VLM for Privacy-Preserving Task-Oriented Visual Instruction Rewriting IJCNLP 2025 Revisit Large-Scale Image-Caption Data in Pre-training Multimodal Foundation Models ICLR 2025 RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction EMNLP 2025 RONA: Pragmatically Diverse Image Captioning with Coherence Relations NAACL 2025 RRG-Mamba: Efficient Radiology Report Generation with State Space Model IJCAI 2025 Sali4Vid: Saliency-Aware Video Reweighting and Adaptive Caption Retrieval for Dense Video Captioning EMNLP 2025 SceneGram: Conceptualizing and Describing Tangrams in Scene Context ACL 2025 Scene Graph and Dependency Grammar Enhanced Remote Sensing Change Caption Network (SGD-RSCCN) COLING 2025 Seeing Beyond: Enhancing Visual Question Answering with Multi-Modal Retrieval COLING 2025 Semantic and Expressive Variations in Image Captions Across Languages CVPR 2025 SGDiff: Scene Graph Guided Diffusion Model for Image Collaborative SegCaptioning AAAI 2025 Show-o: One Single Transformer to Unify Multimodal Understanding and Generation ICLR 2025