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Vision-Language Models

159 papers

Papers per year

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146

Papers

FastV-RAG: Towards Fast and Fine-Grained Video QA with Retrieval-Augmented Generation ACL 2026
CoreGaze: Core Subgraph-Driven Visual Gaze Diffusion for Training-Free Referring Multimodal Large Language Models ACL 2026
Leave My Images Alone: Preventing Multi-Modal Large Language Models from Analyzing Images via Visual Prompt Injection ACL 2026
Mitigating Hallucinations in Large Vision-Language Models without Performance Degradation ACL 2026
AraVQA: Building a New Arabic Factoid Visual Question Answering Dataset from Wikipedia ACL 2026
CARES: Context-Aware Resolution Selector for VLMs ACL 2026
DE-CLIP: Few-Shot Anomaly Detection via Difference-Guided Embedding Editing ACL 2026
MMCLIP: Cross-Modal Attention Masked Modelling for Medical Language-Image Pre-Training ACL 2026
Stable Language Guidance for Vision–Language–Action Models ACL 2026
Simple-VGC: Enhancing Visual Grounding in Multimodal Reasoning via Adaptive Tool Composition ACL 2026
Look Less, Reason More: Rollout-Guided Adaptive Pixel-Space Reasoning ACL 2026
Spec-o3: A Tool-Augmented Vision-Language Agent for Rare Celestial Object Candidate Vetting via Automated Spectral Inspection ACL 2026
Revisit What You See: Revealing Visual Semantics in Vision Tokens to Guide LVLM Decoding ACL 2026
Visually-Guided Policy Optimization for Multimodal Reasoning ACL 2026
Don’t Click That: Teaching Web Agents to Resist Deceptive Interfaces ACL 2026
Reducing Token Redundancy in LVLMs: A Systematic Review of Token Pruning Methods ACL 2026
ChartVerse: Scaling Chart Reasoning via Reliable Programmatic Synthesis from Scratch ACL 2026
Protecting multimodal large language models against misleading visualizations ACL 2026
Visual Attention Reasoning via Hierarchical Search and Self-Verification ACL 2026
LVLMs and Humans Ground Differently in Referential Communication ACL 2026
CityCube: Benchmarking Cross-view Spatial Reasoning on Vision-Language Models in Urban Environments ACL 2026
VisPCO: Visual Token Pruning Configuration Optimization via Budget-Aware Pareto-Frontier Learning for Vision-Language Models ACL 2026
OS-Sentinel: Towards Safety-Enhanced Mobile GUI Agents via Hybrid Validation in Realistic Workflows ACL 2026
“I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026
Sparrow: Text-Anchored Window Attention with Visual-Semantic Glimpsing for Speculative Decoding in Video LLMs ACL 2026