vision-language task

Blink: Dynamic Visual Token Resolution for Enhanced Multimodal Understanding CVPR 2026 Predictive Regularization Against Visual Representation Degradation in Multimodal Large Language Models CVPR 2026 Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts ACL 2026 VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026 BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025 Centurio: On Drivers of Multilingual Ability of Large Vision-Language Model ACL 2025 Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language Models ICLR 2025 FlashSloth : Lightning Multimodal Large Language Models via Embedded Visual Compression CVPR 2025 Generative Zero-Shot Composed Image Retrieval CVPR 2025 LEO-MINI: An Efficient Multimodal Large Language Model using Conditional Token Reduction and Mixture of Multi-Modal Experts EMNLP 2025 Lifting the Veil on Visual Information Flow in MLLMs: Unlocking Pathways to Faster Inference CVPR 2025 Robust Multimodal Large Language Models Against Modality Conflict ICML 2025 Task-Aware Resolution Optimization for Visual Large Language Models EMNLP 2025 Text4Seg: Reimagining Image Segmentation as Text Generation ICLR 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 VisiPruner: Decoding Discontinuous Cross-Modal Dynamics for Efficient Multimodal LLMs EMNLP 2025 Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models NeurIPS 2024 De-Diffusion Makes Text a Strong Cross-Modal Interface CVPR 2024 DEED: Dynamic Early Exit on Decoder for Accelerating Encoder-Decoder Transformer Models NAACL 2024 LANS: A Layout-Aware Neural Solver for Plane Geometry Problem ACL 2024 M5 – A Diverse Benchmark to Assess the Performance of Large Multimodal Models Across Multilingual and Multicultural Vision-Language Tasks EMNLP 2024 MoME: Mixture of Multimodal Experts for Generalist Multimodal Large Language Models NeurIPS 2024 Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024 VIGC: Visual Instruction Generation and Correction AAAI 2024 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NeurIPS 2024