conftrace_

image understanding

87 papers

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multimodal learning (4645) visual question answering (1017) multimodal large language model (966) vision-language model (2348) multi-modal learning (1278) vision language model (767) visual reasoning (493) benchmark evaluation (1556) large language model (13587) question answering (2963)

Papers

A Computational Approach to Visual Metonymy EACL 2026
TechING: Towards Real World Technical Image Understanding via VLMs EACL 2026
FUSE: Fine-Grained and Semantic-Aware Learning for Unified Image Understanding and Generation AAAI 2026
HRScene: How Far Are VLMs from Effective High-Resolution Image Understanding? ICCV 2025
XLRS-Bench: Could Your Multimodal LLMs Understand Extremely Large Ultra-High-Resolution Remote Sensing Imagery? CVPR 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
Change Entity-guided Heterogeneous Representation Disentangling for Change Captioning ACL 2025
One Diffusion to Generate Them All CVPR 2025
WAFFLE: Multimodal Floorplan Understanding in the Wild WACV 2025
AVG-LLaVA: An Efficient Large Multimodal Model with Adaptive Visual Granularity ACL 2025
Auto-Vocabulary Semantic Segmentation ICCV 2025
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback NAACL 2025
Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets CVPR 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
DiffusionREC: Diffusion Model with Adaptive Condition for Referring Expression Comprehension AAAI 2025
HiRes-LLaVA: Restoring Fragmentation Input in High-Resolution Large Vision-Language Models CVPR 2025
Non-Natural Image Understanding with Advancing Frequency-based Vision Encoders CVPR 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
Multimodal Autoregressive Pre-training of Large Vision Encoders CVPR 2025
TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation CVPR 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024
Soul-Mix: Enhancing Multimodal Machine Translation with Manifold Mixup ACL 2024