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Vision-Language Models

685 directly classified papers

Papers per year

Papers

IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
CLIP-MSM: A Multi-Semantic Mapping Brain Representation for Human High-Level Visual Cortex AAAI 2025
Unified Coding for Both Human Perception and Generalized Machine Analytics with CLIP Supervision AAAI 2025
Building a Multi-modal Spatiotemporal Expert for Zero-shot Action Recognition with CLIP AAAI 2025
Position-Aware Guided Point Cloud Completion with CLIP Model AAAI 2025
Reverse Region-to-Entity Annotation for Pixel-Level Visual Entity Linking AAAI 2025
Promptable Anomaly Segmentation with SAM Through Self-Perception Tuning AAAI 2025
Enhance Vision-Language Alignment with Noise AAAI 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
KPL: Training-Free Medical Knowledge Mining of Vision-Language Models AAAI 2025
PatentLMM: Large Multimodal Model for Generating Descriptions for Patent Figures AAAI 2025
Explanation Bottleneck Models AAAI 2025
CLIP-CID: Efficient CLIP Distillation via Cluster-Instance Discrimination AAAI 2025
Exploring the Better Multimodal Synergy Strategy for Vision-Language Models AAAI 2025
BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025
A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback AAAI 2025
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025
Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025
MMJ-Bench: A Comprehensive Study on Jailbreak Attacks and Defenses for Vision Language Models AAAI 2025
BQA: Body Language Question Answering Dataset for Video Large Language Models ACL 2025