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Multimodal Learning

323 directly classified papers

Papers per year

Papers

Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents ACL 2025
Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025
CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion ACL 2025
AXIS: Efficient Human-Agent-Computer Interaction with API-First LLM-Based Agents ACL 2025
PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension ACL 2025
Modality-Aware Neuron Pruning for Unlearning in Multimodal Large Language Models ACL 2025
Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence ACL 2025
YNU-HPCC at SemEval-2025 Task 1: Enhancing Multimodal Idiomaticity Representation via LoRA and Hybrid Loss Optimization SEMEVAL 2025
A Survey on Patent Analysis: From NLP to Multimodal AI ACL 2025
Zhoumou at SemEval-2025 Task 1: Leveraging Multimodal Data Augmentation and Large Language Models for Enhanced Idiom Understanding ACL 2025
Single-to-mix Modality Alignment with Multimodal Large Language Model for Document Image Machine Translation ACL 2025
ENCODER: Entity Mining and Modification Relation Binding for Composed Image Retrieval AAAI 2025
EssayDetect at GenAI Detection Task 2: Guardians of Academic Integrity: Multilingual Detection of AI-Generated Essays COLING 2025
Cross-Aligned Fusion for Multimodal Understanding WACV 2025
SemiDAViL: Semi-supervised Domain Adaptation with Vision-Language Guidance for Semantic Segmentation CVPR 2025
Instruction-based Image Manipulation by Watching How Things Move CVPR 2025
Enhancing Audiovisual Speech Recognition Through Bifocal Preference Optimization AAAI 2025
Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025
BIG-FUSION: Brain-Inspired Global-Local Context Fusion Framework for Multimodal Emotion Recognition in Conversations AAAI 2025
VODiff: Controlling Object Visibility Order in Text-to-Image Generation CVPR 2025
AudioGenX: Explainability on Text-to-Audio Generative Models AAAI 2025
Explanation Bottleneck Models AAAI 2025
BiMAC: Bidirectional Multimodal Alignment in Contrastive Learning AAAI 2025
Zero-Shot Image Captioning with Multi-type Entity Representations AAAI 2025
Conical Visual Concentration for Efficient Large Vision-Language Models CVPR 2025