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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

Audio Entailment: Assessing Deductive Reasoning for Audio Understanding AAAI 2025
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
DEQA: Descriptions Enhanced Question-Answering Framework for Multimodal Aspect-Based Sentiment Analysis AAAI 2025
A Video-grounded Dialogue Dataset and Metric for Event-driven Activities AAAI 2025
Investigating Language Preference of Multilingual RAG Systems ACL 2025
Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing AAAI 2025
Multi-modal and Multi-scale Spatial Environment Understanding for Immersive Visual Text-to-Speech AAAI 2025
Multi-View Empowered Structural Graph Wordification for Language Models AAAI 2025
Retrieval-Augmented Visual Question Answering via Built-in Autoregressive Search Engines AAAI 2025
DialogDraw: Image Generation and Editing System Based on Multi-Turn Dialogue AAAI 2025
Tensorized Attention for Understanding Multi-Object Relationships AAAI 2025
GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025
GENTEEL-NEGOTIATOR: LLM-Enhanced Mixture-of-Expert-Based Reinforcement Learning Approach for Polite Negotiation Dialogue AAAI 2025
A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025
RoVRM: A Robust Visual Reward Model Optimized via Auxiliary Textual Preference Data AAAI 2025
Friends-MMC: A Dataset for Multi-modal Multi-party Conversation Understanding AAAI 2025
SongEditor: Adapting Zero-Shot Song Generation Language Model as a Multi-Task Editor AAAI 2025
UniMuMo: Unified Text, Music, and Motion Generation AAAI 2025
MSE-Adapter: A Lightweight Plugin Endowing LLMs with the Capability to Perform Multimodal Sentiment Analysis and Emotion Recognition AAAI 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization AAAI 2025
Math-PUMA: Progressive Upward Multimodal Alignment to Enhance Mathematical Reasoning AAAI 2025
Practicable Black-Box Evasion Attacks on Link Prediction in Dynamic Graphs—a Graph Sequential Embedding Method AAAI 2025
Evaluating Image Hallucination in Text-to-Image Generation with Question-Answering AAAI 2025
Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update AAAI 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025