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Multimodal Learning

85 papers

Papers per year

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Papers

MHBench: Demystifying Motion Hallucination in VideoLLMs AAAI 2025
IteRPrimE: Zero-shot Referring Image Segmentation with Iterative Grad-CAM Refinement and Primary Word Emphasis AAAI 2025
Debiased Multimodal Understanding for Human Language Sequences AAAI 2025
Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
Multimodal Invariant Sentiment Representation Learning ACL 2025
CLEAR: Character Unlearning in Textual and Visual Modalities ACL 2025
5cNLP at BioLaySumm2025: Prompts, Retrieval, and Multimodal Fusion ACL 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
FSBench: A Figure Skating Benchmark for Advancing Artistic Sports Understanding CVPR 2025
Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity CVPR 2025
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification CVPR 2025
Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering CVPR 2025
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework EMNLP 2025
AI Knows Where You Are: Exposure, Bias, and Inference in Multimodal Geolocation with KoreaGEO EMNLP 2025
Unmasking Deceptive Visuals: Benchmarking Multimodal Large Language Models on Misleading Chart Question Answering EMNLP 2025
Exploring Artificial Image Generation for Stance Detection EMNLP 2025
Language Model Based Text-to-Audio Generation: Anti-Causally Aligned Collaborative Residual Transformers EMNLP 2025
Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP 2025
VLA-Mark: A cross modal watermark for large vision-language alignment models EMNLP 2025
UnifiedVisual: A Framework for Constructing Unified Vision-Language Datasets EMNLP 2025
MMDocIR: Benchmarking Multimodal Retrieval for Long Documents EMNLP 2025
Self-adaptive Dataset Construction for Real-World Multimodal Safety Scenarios EMNLP 2025
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation ICCV 2025
Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025