Multimodal Learning

Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification AISTATS 2024 Deep Optics for Optomechanical Control Policy Design WACV 2024 DeepPavlov at SemEval-2024 Task 3: Multimodal Large Language Models in Emotion Reasoning SemEval 2024 DeepPolar: Inventing Nonlinear Large-Kernel Polar Codes via Deep Learning ICML 2024 Deep Prosodic Features in Tandem with Perceptual Judgments of Word Reduction for Tone Recognition in Conversed Speech Interspeech 2024 Deep Video Inverse Tone Mapping Based on Temporal Clues CVPR 2024 DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution NeurIPS 2024 Defog Artificial Intelligence Glasses: Neural Networks for the Imperfect Real World AAAI 2024 DELAN: Dual-Level Alignment for Vision-and-Language Navigation by Cross-Modal Contrastive Learning COLING 2024 DeliGrasp: Inferring Object Properties with LLMs for Adaptive Grasp Policies CoRL 2024 Delving into Multimodal Prompting for Fine-Grained Visual Classification AAAI 2024 DEMO: A Statistical Perspective for Efficient Image-Text Matching NAACL 2024 Democratizing Fine-grained Visual Recognition with Large Language Models ICLR 2024 Demonstrating Agile Flight from Pixels without State Estimation RSS 2024 Denoising Attention for Query-aware User Modeling NAACL 2024 Dense Connector for MLLMs NeurIPS 2024 DenseFusion-1M: Merging Vision Experts for Comprehensive Multimodal Perception NeurIPS 2024 Depression Enhances Internal Inconsistency between Spoken and Semantic Emotion: Evidence from the Analysis of Emotion Expression in Conversation Interspeech 2024 Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024 Describe Images in a Boring Way: Towards Cross-Modal Sarcasm Generation WACV 2024 Describing Differences in Image Sets with Natural Language CVPR 2024 Design Proteins Using Large Language Models: Enhancements and Comparative Analyses ACL 2024 DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment Interspeech 2024 Detecting and Preventing Hallucinations in Large Vision Language Models AAAI 2024 Detecting Any instruction-to-answer interaction relationship:Universal Instruction-to-Answer Navigator for Med-VQA ICML 2024