Multimodal Learning

MaRI: Material Retrieval Integration across Domains CVPR 2025 Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025 MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations CVPR 2025 MathCoder-VL: Bridging Vision and Code for Enhanced Multimodal Mathematical Reasoning ACL 2025 MAviS: A Multimodal Conversational Assistant For Avian Species EMNLP 2025 MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025 MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing CVPR 2025 MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval ACL 2025 MemeQA: Holistic Evaluation for Meme Understanding ACL 2025 Memory-QA: Answering Recall Questions Based on Multimodal Memories EMNLP 2025 MimicGait: A Model Agnostic Approach for Occluded Gait Recognition using Correlational Knowledge Distillation WACV 2025 Mind the Gesture: Evaluating AI Sensitivity to Culturally Offensive Non-Verbal Gestures ACL 2025 MindTuner: Cross-Subject Visual Decoding with Visual Fingerprint and Semantic Correction AAAI 2025 MINIMA: Modality Invariant Image Matching CVPR 2025 MIRe: Enhancing Multimodal Queries Representation via Fusion-Free Modality Interaction for Multimodal Retrieval ACL 2025 Misogynistic Meme Detection in Dravidian Languages Using Kolmogorov Arnold-based Networks NAACL 2025 Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025 Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding NAACL 2025 Mitigating Pervasive Modality Absence Through Multimodal Generalization and Refinement AAAI 2025 Mixed Patch Visible-Infrared Modality Agnostic Object Detection WACV 2025 Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models ACL 2025 MMGeo: Multimodal Compositional Geo-Localization for UAVs ICCV 2025 MMInA: Benchmarking Multihop Multimodal Internet Agents ACL 2025 MMOne: Representing Multiple Modalities in One Scene ICCV 2025 MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments CVPR 2025