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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine AAAI 2025
PhishAgent: A Robust Multimodal Agent for Phishing Webpage Detection AAAI 2025
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use ACL 2025
Aligning VLM Assistants with Personalized Situated Cognition ACL 2025
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph EMNLP 2025
Focus on What Matters: Enhancing Medical Vision-Language Models with Automatic Attention Alignment Tuning ACL 2025
Attacking Vision-Language Computer Agents via Pop-ups ACL 2025
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ACL 2025
MCS-Bench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in Chinese Classical Studies ACL 2025
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis ACL 2025
Texts or Images? A Fine-grained Analysis on the Effectiveness of Input Representations and Models for Table Question Answering ACL 2025
Activation Steering Decoding: Mitigating Hallucination in Large Vision-Language Models through Bidirectional Hidden State Intervention ACL 2025
FlashAudio: Rectified Flow for Fast and High-Fidelity Text-to-Audio Generation ACL 2025
OmniAlign-V: Towards Enhanced Alignment of MLLMs with Human Preference ACL 2025
MM-R3: On (In-)Consistency of Vision-Language Models (VLMs) ACL 2025
Improving Medical Large Vision-Language Models with Abnormal-Aware Feedback ACL 2025
Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025
CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging ACL 2025
MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025
RSVP: Reasoning Segmentation via Visual Prompting and Multi-modal Chain-of-Thought ACL 2025
Incongruity-aware Tension Field Network for Multi-modal Sarcasm Detection ACL 2025
Can MLLMs Understand the Deep Implication Behind Chinese Images? ACL 2025
HiddenDetect: Detecting Jailbreak Attacks against Multimodal Large Language Models via Monitoring Hidden States ACL 2025
VideoComp: Advancing Fine-Grained Compositional and Temporal Alignment in Video-Text Models CVPR 2025