image understanding

A Computational Approach to Visual Metonymy EACL 2026 FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026 RealUnify: Do Unified Models Truly Benefit from Unification? A Comprehensive Benchmark CVPR 2026 TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026 VQRAE: Representation Quantization Autoencoders for Multimodal Understanding, Generation and Reconstruction CVPR 2026 Auto-Vocabulary Semantic Segmentation ICCV 2025 AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025 Can Multimodal Large Language Models Understand Spatial Relations? ACL 2025 Can Multimodal LLMs See Materials Clearly? A Multimodal Benchmark on Materials Characterization EMNLP 2025 Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025 DiffusionREC: Diffusion Model with Adaptive Condition for Referring Expression Comprehension AAAI 2025 DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback NAACL 2025 HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025 HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025 Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025 LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token ICLR 2025 Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025 Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets CVPR 2025 Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 2025 One Diffusion to Generate Them All CVPR 2025 Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025 See It from My Perspective: How Language Affects Cultural Bias in Image Understanding ICLR 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 TabComp: A Dataset for Visual Table Reading Comprehension NAACL 2025 TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025