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

LOTUS: A Leaderboard for Detailed Image Captioning from Quality to Societal Bias and User Preferences ACL 2025
IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit ACL 2025
Aria-UI: Visual Grounding for GUI Instructions ACL 2025
Can VLMs Actually See and Read? A Survey on Modality Collapse in Vision-Language Models ACL 2025
From Perception to Reasoning: Enhancing Vision-Language Models for Mobile UI Understanding ACL 2025
TACO: Enhancing Multimodal In-context Learning via Task Mapping-Guided Sequence Configuration EMNLP 2025
DRISHTIKON: A Multimodal Multilingual Benchmark for Testing Language Models’ Understanding on Indian Culture EMNLP 2025
VisualWebInstruct: Scaling up Multimodal Instruction Data through Web Search EMNLP 2025
Seeing is Believing, but How Much? A Comprehensive Analysis of Verbalized Calibration in Vision-Language Models EMNLP 2025
POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion EMNLP 2025
COCO-Tree: Compositional Hierarchical Concept Trees for Enhanced Reasoning in Vision-Language Models EMNLP 2025
Shallow Focus, Deep Fixes: Enhancing Shallow Layers Vision Attention Sinks to Alleviate Hallucination in LVLMs EMNLP 2025
ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering EMNLP 2025
MemeIntel: Explainable Detection of Propagandistic and Hateful Memes EMNLP 2025
End-to-End Optimization for Multimodal Retrieval-Augmented Generation via Reward Backpropagation EMNLP 2025
ProPy: Building Interactive Prompt Pyramids upon CLIP for Partially Relevant Video Retrieval EMNLP 2025
One More Modality: Does Abstract Meaning Representation Benefit Visual Question Answering? EMNLP 2025
Large Vision-Language Model Alignment and Misalignment: A Survey Through the Lens of Explainability EMNLP 2025
Data or Language Supervision: What Makes CLIP Better than DINO? EMNLP 2025
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning EMNLP 2025
CIVET: Systematic Evaluation of Understanding in VLMs EMNLP 2025
VLM Is a Strong Reranker: Advancing Multimodal Retrieval-augmented Generation via Knowledge-enhanced Reranking and Noise-injected Training EMNLP 2025
Watermarking for Factuality: Guiding Vision-Language Models Toward Truth via Tri-layer Contrastive Decoding EMNLP 2025
Treble Counterfactual VLMs: A Causal Approach to Hallucination EMNLP 2025