large multimodal model

VideoGLaMM : A Large Multimodal Model for Pixel-Level Visual Grounding in Videos CVPR 2025 Video-STaR: Self-Training Enables Video Instruction Tuning with Any Supervision ICLR 2025 ViSpeak: Visual Instruction Feedback in Streaming Videos ICCV 2025 VisRL: Intention-Driven Visual Perception via Reinforced Reasoning ICCV 2025 VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents ICLR 2025 Visual Haystacks: A Vision-Centric Needle-In-A-Haystack Benchmark ICLR 2025 V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025 We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? ACL 2025 Where am I? Cross-View Geo-localization with Natural Language Descriptions ICCV 2025 Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQA ACL 2025 Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025 A Concept-Based Explainability Framework for Large Multimodal Models NeurIPS 2024 Adaptive Image Quality Assessment via Teaching Large Multimodal Model to Compare NeurIPS 2024 A Large-Scale Human-Centric Benchmark for Referring Expression Comprehension in the LMM Era NeurIPS 2024 An Empirical Analysis on Spatial Reasoning Capabilities of Large Multimodal Models EMNLP 2024 ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024 Beyond task performance: evaluating and reducing the flaws of large multimodal models with in-context-learning ICLR 2024 Can Large Multimodal Models Uncover Deep Semantics Behind Images? ACL 2024 CofiPara: A Coarse-to-fine Paradigm for Multimodal Sarcasm Target Identification with Large Multimodal Models ACL 2024 Cognitive Visual-Language Mapper: Advancing Multimodal Comprehension with Enhanced Visual Knowledge Alignment ACL 2024 Compositional Chain-of-Thought Prompting for Large Multimodal Models CVPR 2024 ConTextual: Evaluating Context-Sensitive Text-Rich Visual Reasoning in Large Multimodal Models ICML 2024 DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs NeurIPS 2024 DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding EMNLP 2024 FLEUR: An Explainable Reference-Free Evaluation Metric for Image Captioning Using a Large Multimodal Model ACL 2024