conftrace_

vision-language model

2348 papers

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Also known as

VLM VL MODEL VLMS

Co-occurring keywords

multimodal learning (4645) zero-shot learning (3650) vision language model (767) contrastive learning (4032) large language model (13587) visual question answering (1017) transfer learning (5449) few-shot learning (3398) knowledge distillation (3725) semantic segmentation (3186)

Papers

Structure-Aware Feature Rectification with Region Adjacency Graphs for Training-free Open-Vocabulary Semantic Segmentation WACV 2026
Mind the Gap: Quantifying and Aligning Human-AI Visual Attention for Accident Anticipation AAAI 2026
Beyond End-to-End VLMs: Leveraging Intermediate Text Representations for Superior Flowchart Understanding NAACL 2025
The Impact of Visual Information in Chinese Characters: Evaluating Large Models’ Ability to Recognize and Utilize Radicals NAACL 2025
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation IJCNLP 2025
Understanding Figurative Meaning through Explainable Visual Entailment NAACL 2025
ThaiOCRBench: A Task-Diverse Benchmark for Vision-Language Understanding in Thai IJCNLP 2025
NLKI: A Lightweight Natural Language Knowledge Integration Framework for Improving Small VLMs in Commonsense VQA Tasks EMNLP 2025
Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation EMNLP 2025
Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning ACL 2025
FastVLM: Self-Speculative Decoding for Fast Vision-Language Model Inference IJCNLP 2025
Cross-modal Clustering-based Retrieval for Scalable and Robust Image Captioning ACL 2025
Improving Multimodal Social Media Popularity Prediction via Selective Retrieval Knowledge Augmentation AAAI 2025
Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025
Testing Spatial Intuitions of Humans and Large Language and Multimodal Models in Analogies ACL 2025
ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models EMNLP 2025
On the Perception Bottleneck of VLMs for Chart Understanding EMNLP 2025
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025
Vision-Based Generic Potential Function for Policy Alignment in Multi-Agent Reinforcement Learning AAAI 2025
A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025
Hidden Forms: A Dataset to Fill Masked Interfaces from Language Commands ACL 2025
Quantifying Memorization and Parametric Response Rates in Retrieval-Augmented Vision-Language Models ACL 2025
CAPSTONE: Composable Attribute‐Prompted Scene Translation for Zero‐Shot Vision–Language Reasoning EMNLP 2025
Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data? ACL 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025