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Multi-Modal Learning

1457 directly classified papers

Papers per year

Papers

A Global Occlusion-Aware Approach to Self-Supervised Monocular Visual Odometry AAAI 2021
Structured Co-reference Graph Attention for Video-grounded Dialogue AAAI 2021
Quantum Cognitively Motivated Decision Fusion for Video Sentiment Analysis AAAI 2021
Fashion Focus: Multi-modal Retrieval System for Video Commodity Localization in E-commerce AAAI 2021
Reasoning with Multimodal Sarcastic Tweets via Modeling Cross-Modality Contrast and Semantic Association ACL 2020
CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality ACL 2020
Does my multimodal model learn cross-modal interactions? It’s harder to tell than you might think! EMNLP 2020
Learning to Represent Image and Text with Denotation Graph EMNLP 2020
PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms AAAI 2020
Cross-Modal Attention Network for Temporal Inconsistent Audio-Visual Event Localization AAAI 2020
Cross-View Tracking for Multi-Human 3D Pose Estimation at Over 100 FPS CVPR 2020
Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition CVPR 2020
Searching for Actions on the Hyperbole CVPR 2020
Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer CVPR 2020
An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos AAAI 2020
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories AAAI 2020
M3ER: Multiplicative Multimodal Emotion Recognition using Facial, Textual, and Speech Cues AAAI 2020
Just Ask: An Interactive Learning Framework for Vision and Language Navigation AAAI 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs AAAI 2020
Visual Agreement Regularized Training for Multi-Modal Machine Translation AAAI 2020
Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption AAAI 2020
Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching AAAI 2020
Show, Recall, and Tell: Image Captioning with Recall Mechanism AAAI 2020
Federated Learning for Vision-and-Language Grounding Problems AAAI 2020
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue AAAI 2020