conftrace_

fine-grained visual understanding

8 papers

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Co-occurring keywords · papers mentioning both

multimodal large language model (3) large multimodal model (2) multi-scale alignment (1) pixel-level perception (1) visual entity linking (1) semantic tokenization (1) fine-grained comprehension (1) region-interacted attention (1) semantic heatmap (1) perception reasoning (1)

Papers

Beyond the Panorama: Training-Free Hierarchical Perception-Reasoning for Fine-Grained Vision in MLLMs ACL 2026 FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026 Seeing as Experts Do: A Knowledge-Augmented Agent for Open-Set Fine-Grained Visual Understanding CVPR 2026 Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025 DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025 HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver CVPR 2025 Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025 Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025