Multimodal Learning

ChartPoint: Guiding MLLMs with Grounding Reflection for Chart Reasoning ICCV 2025 ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering ACL 2025 Chart Question Answering from Real-World Analytical Narratives ACL 2025 Chat2SVG: Vector Graphics Generation with Large Language Models and Image Diffusion Models CVPR 2025 Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment CVPR 2025 Chat-Driven Text Generation and Interaction for Person Retrieval EMNLP 2025 ChatGarment: Garment Estimation, Generation and Editing via Large Language Models CVPR 2025 ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting CVPR 2025 ChatHuman: Chatting about 3D Humans with Tools CVPR 2025 ChatterBox: Multimodal Referring and Grounding with Chain-of-Questions AAAI 2025 ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025 ChatVLA: Unified Multimodal Understanding and Robot Control with Vision-Language-Action Model EMNLP 2025 CHECK-MAT: Probing the Mathematical Reasoning and Rubric-Alignment of Vision-Language Models on Handwritten Solutions EMNLP 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025 CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback ACL 2025 Chimera: Improving Generalist Model with Domain-Specific Experts ICCV 2025 CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025 CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025 CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design ICLR 2025 CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025 CityNavAgent: Aerial Vision-and-Language Navigation with Hierarchical Semantic Planning and Global Memory ACL 2025 CIVET: Systematic Evaluation of Understanding in VLMs EMNLP 2025 CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025 CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models NAACL 2025 CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages ACL 2025