Multimodal Learning

Towards Robust Multimodal Sentiment Analysis with Incomplete Data NeurIPS 2024 Towards Surveillance Video-and-Language Understanding: New Dataset Baselines and Challenges CVPR 2024 Transformer-Empowered Multi-Modal Item Embedding for Enhanced Image Search in E-commerce AAAI 2024 Translation Deserves Better: Analyzing Translation Artifacts in Cross-lingual Visual Question Answering ACL 2024 Uncertainty-Aware Yield Prediction with Multimodal Molecular Features AAAI 2024 UniBench: Visual Reasoning Requires Rethinking Vision-Language Beyond Scaling NeurIPS 2024 Unified Insights: Harnessing Multi-modal Data for Phenotype Imputation via View Decoupling NeurIPS 2024 Unified Physical-Digital Face Attack Detection IJCAI 2024 Unified View Imputation and Feature Selection Learning for Incomplete Multi-view Data IJCAI 2024 Unifying Multi-Modal Uncertainty Modeling and Semantic Alignment for Text-to-Image Person Re-identification AAAI 2024 Unity by Diversity: Improved Representation Learning for Multimodal VAEs NeurIPS 2024 Unraveling Babel: Exploring Multilingual Activation Patterns of LLMs and Their Applications EMNLP 2024 Unveiling Implicit Deceptive Patterns in Multi-Modal Fake News via Neuro-Symbolic Reasoning AAAI 2024 Variational Distillation of Diffusion Policies into Mixture of Experts NeurIPS 2024 VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks NeurIPS 2024 Visual Pivoting Unsupervised Multimodal Machine Translation in Low-Resource Distant Language Pairs EMNLP 2024 Vript: A Video Is Worth Thousands of Words NeurIPS 2024 VRSBench: A Versatile Vision-Language Benchmark Dataset for Remote Sensing Image Understanding NeurIPS 2024 What to Say and When to Say it: Live Fitness Coaching as a Testbed for Situated Interaction NeurIPS 2024 When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection EMNLP 2024 Who Evaluates the Evaluations? Objectively Scoring Text-to-Image Prompt Coherence Metrics with T2IScoreScore (TS2) NeurIPS 2024 Your Career Path Matters in Person-Job Fit AAAI 2024 YYama@Multimodal Hate Speech Event Detection 2024: Simpler Prompts, Better Results - Enhancing Zero-shot Detection with a Large Multimodal Model EACL 2024 Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages ACL 2024 A Composite Multi-Attention Framework for Intraoperative Hypotension Early Warning AAAI 2023