- Survey Papers
- Core Areas
- Representation Learning
- Multimodal Fusion
- Multimodal Alignment
- Multimodal Translation
- Missing or Imperfect Modalities
- Knowledge Graphs and Knowledge Bases
- Intepretable Learning
- Generative Learning
- Semi-supervised Learning
- Self-supervised Learning
- Language Models
- Adversarial Attacks
- Few-Shot Learning
- Applications
- Language and Visual QA
- Language Grounding in Vision
- Language Grouding in Navigation
- Multimodal Machine Translation
- Multi-agent Communication
- Commonsense Reasoning
- Multimodal Reinforcement Learning
- Multimodal Dialog
- Language and Audio
- Audio and Visual
- Media Description
- Video Generation from Text
- Affect Recognition and Multimodal Language
- Healthcare
- Robotics
papers
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