Multimodal Learning

VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context ICML 2024 Vision-Language Dual-Pattern Matching for Out-of-Distribution Detection ECCV 2024 Vision-Language Foundation Models as Effective Robot Imitators ICLR 2024 Vision-Language Models for Robot Success Detection AAAI 2024 Vision Language Models for Spreadsheet Understanding: Challenges and Opportunities ACL 2024 Vision-Language Models under Cultural and Inclusive Considerations ACL 2024 Vision-Language Navigation with Energy-Based Policy NeurIPS 2024 Vision-Language Pre-training with Object Contrastive Learning for 3D Scene Understanding AAAI 2024 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NeurIPS 2024 VisLingInstruct: Elevating Zero-Shot Learning in Multi-Modal Language Models with Autonomous Instruction Optimization NAACL 2024 VisMin: Visual Minimal-Change Understanding NeurIPS 2024 VISREAS: Complex Visual Reasoning with Unanswerable Questions ACL 2024 Vista: A Generalizable Driving World Model with High Fidelity and Versatile Controllability NeurIPS 2024 VISTA-LLAMA: Reducing Hallucination in Video Language Models via Equal Distance to Visual Tokens CVPR 2024 VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL 2024 Visual Abstract Reasoning in Computational Imagery AAAI 2024 Visual Adversarial Examples Jailbreak Aligned Large Language Models AAAI 2024 Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model NeurIPS 2024 Visual Chain-of-Thought Prompting for Knowledge-Based Visual Reasoning AAAI 2024 Visual CoT: Advancing Multi-Modal Language Models with a Comprehensive Dataset and Benchmark for Chain-of-Thought Reasoning NeurIPS 2024 Visual Editing with LLM-based Tool Chaining: An Efficient Distillation Approach for Real-Time Applications EMNLP 2024 Visual Enhanced Entity-Level Interaction Network for Multimodal Summarization NAACL 2024 Visual Fact Checker: Enabling High-Fidelity Detailed Caption Generation CVPR 2024 Visual Grounding for User Interfaces NAACL 2024 Visual Grounding Helps Learn Word Meanings in Low-Data Regimes NAACL 2024