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Multimodal Learning

1257 directly classified papers

Papers per year

Papers

Evaluating Visual and Cultural Interpretation: The K-Viscuit Benchmark with Human-VLM Collaboration ACL 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025
Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks CVPR 2025
TVQACML: Benchmarking Text-Centric Visual Question Answering in Multilingual Chinese Minority Languages EMNLP 2025
Enhancing Multimodal Retrieval via Complementary Information Extraction and Alignment ACL 2025
Transparent and Coherent Procedural Mistake Detection EMNLP 2025
Learning to Highlight Audio by Watching Movies CVPR 2025
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025
SHARP: Steering Hallucination in LVLMs via Representation Engineering EMNLP 2025
LiMoE: Mixture of LiDAR Representation Learners from Automotive Scenes CVPR 2025
VRoPE: Rotary Position Embedding for Video Large Language Models EMNLP 2025
OMGM: Orchestrate Multiple Granularities and Modalities for Efficient Multimodal Retrieval ACL 2025
WISE: Weak-Supervision-Guided Step-by-Step Explanations for Multimodal LLMs in Image Classification EMNLP 2025
AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation CVPR 2025
DViN: Dynamic Visual Routing Network for Weakly Supervised Referring Expression Comprehension CVPR 2025
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking CVPR 2025
Keep the Balance: A Parameter-Efficient Symmetrical Framework for RGB+X Semantic Segmentation CVPR 2025
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior CVPR 2025
AKiRa: Augmentation Kit on Rays for Optical Video Generation CVPR 2025
TSAM: Temporal SAM Augmented with Multimodal Prompts for Referring Audio-Visual Segmentation CVPR 2025
MeGA: Hybrid Mesh-Gaussian Head Avatar for High-Fidelity Rendering and Head Editing CVPR 2025
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder ACL 2025