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Vision-Language Models

685 directly classified papers

Papers per year

Papers

LOMA: Language-assisted Semantic Occupancy Network via Triplane Mamba AAAI 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details? ACL 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation ACL 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025
METAL: A Multi-Agent Framework for Chart Generation with Test-Time Scaling ACL 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025
CLIPErase: Efficient Unlearning of Visual-Textual Associations in CLIP ACL 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
A Parameter-Efficient and Fine-Grained Prompt Learning for Vision-Language Models ACL 2025
Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025
DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models WACV 2025
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
EcoDoc: A Cost-Efficient Multimodal Document Processing System for Enterprises Using LLMs ACL 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
Evaluating Vision-Language Models as Evaluators in Path Planning CVPR 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
Visual Evidence Prompting Mitigates Hallucinations in Large Vision-Language Models ACL 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
Towards Understanding How Knowledge Evolves in Large Vision-Language Models CVPR 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
VASparse: Towards Efficient Visual Hallucination Mitigation via Visual-Aware Token Sparsification CVPR 2025
Critic-V: VLM Critics Help Catch VLM Errors in Multimodal Reasoning CVPR 2025