multimodal language model

AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking EACL 2026 Bayesian Adaptation Gym: A Benchmark for the Bayesian Low-Rank Adaptation of Multi-Modal Language Models UAI 2026 Beyond Multiple Choice: Verifiable OpenQA for Robust Vision-Language RFT CVPR 2026 Beyond Perceptual Shortcuts: Causal-Inspired Debiasing Optimization for Generalizable Video Reasoning in Lightweight MLLMs CVPR 2026 Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports EACL 2026 Conversational Image Generation: Towards Multi-Round Personalized Generation with Multi-Modal Language Models WACV 2026 CORA: Consistency-Guided Semi-Supervised Framework for Reasoning Segmentation WACV 2026 Don't Show Pixels, Show Cues: Unlocking Visual Tool Reasoning in Language Models via Perception Programs CVPR 2026 Ego: Embedding-Guided Personalization of Vision-Language Models CVPR 2026 Evo-PI: Aligning Medical Reasoning via Evolving Principle-Guided Supervision ACL 2026 Graph-of-Mark: Promote Spatial Reasoning in Multimodal Language Models with Graph-Based Visual Prompting AAAI 2026 MM-SeR: Multimodal Self-Refinement for Lightweight Image Captioning CVPR 2026 Nano-EmoX: Unifying Multimodal Emotional Intelligence from Perception to Empathy CVPR 2026 OctoNav: Towards Generalist Embodied Navigation CVPR 2026 PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation CVPR 2026 SafeMT: Multi-turn Safety for Multimodal Language Models ACL 2026 Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation AAAI 2026 Using Perspectival Words Is Harder Than Vocabulary Words for Humans —and Even More So for Multimodal Language Models ACL 2026 VecGlypher: Unified Vector Glyph Generation with Language Models CVPR 2026 Accelerating Multimodal Large Language Models by Searching Optimal Vision Token Reduction CVPR 2025 AesthetiQ: Enhancing Graphic Layout Design via Aesthetic-Aware Preference Alignment of Multi-modal Large Language Models CVPR 2025 AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning ICCV 2025 AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025 "Artificial Spectator" Developing AI Audiences for Watching AI-Generated Films: A Speculative Exploration on the Future of Media and AI NeurIPS 2025 Auto-Controlled Image Perception in MLLMs via Visual Perception Tokens ICCV 2025