| Stream-Omni: Simultaneous Multimodal Interactions with Large Language-Vision-Speech Model | Jun 16, 2025 | Large Language Modelmultimodal interaction | CodeCode Available | 5 |
| Segment and Track Anything | May 11, 2023 | Autonomous Drivingmultimodal interaction | CodeCode Available | 4 |
| Ming-Lite-Uni: Advancements in Unified Architecture for Natural Multimodal Interaction | May 5, 2025 | Image Generationmultimodal interaction | CodeCode Available | 4 |
| OVTR: End-to-End Open-Vocabulary Multiple Object Tracking with Transformer | Mar 13, 2025 | Decodermultimodal interaction | CodeCode Available | 2 |
| Draw-and-Understand: Leveraging Visual Prompts to Enable MLLMs to Comprehend What You Want | Mar 29, 2024 | Instruction FollowingLanguage Modelling | CodeCode Available | 2 |
| Agent AI: Surveying the Horizons of Multimodal Interaction | Jan 7, 2024 | multimodal interaction | CodeCode Available | 2 |
| TIP: Tabular-Image Pre-training for Multimodal Classification with Incomplete Data | Jul 10, 2024 | Contrastive Learningmultimodal interaction | CodeCode Available | 2 |
| Cross-Modal Implicit Relation Reasoning and Aligning for Text-to-Image Person Retrieval | Mar 22, 2023 | Image-text matchingLanguage Modeling | CodeCode Available | 2 |
| I2MoE: Interpretable Multimodal Interaction-aware Mixture-of-Experts | May 25, 2025 | Mixture-of-Expertsmultimodal interaction | CodeCode Available | 2 |
| Foundations and Recent Trends in Multimodal Mobile Agents: A Survey | Nov 4, 2024 | multimodal interactionSurvey | CodeCode Available | 2 |
| LOOK-M: Look-Once Optimization in KV Cache for Efficient Multimodal Long-Context Inference | Jun 26, 2024 | multimodal interaction | CodeCode Available | 2 |
| Multi-Grained Multimodal Interaction Network for Entity Linking | Jul 19, 2023 | Contrastive LearningDescriptive | CodeCode Available | 1 |
| MMoE: Enhancing Multimodal Models with Mixtures of Multimodal Interaction Experts | Nov 16, 2023 | Binary ClassificationDescriptive | CodeCode Available | 1 |
| Narrative Action Evaluation with Prompt-Guided Multimodal Interaction | Apr 22, 2024 | Action Quality Assessmentmultimodal interaction | CodeCode Available | 1 |
| Spatio-Temporal 3D Point Clouds from WiFi-CSI Data via Transformer Networks | Oct 7, 2024 | multimodal interaction | CodeCode Available | 1 |
| Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models | Jun 30, 2024 | Hallucinationmultimodal interaction | CodeCode Available | 1 |
| Improving Multimodal Named Entity Recognition via Entity Span Detection with Unified Multimodal Transformer | Jul 1, 2020 | multimodal interactionMulti-modal Named Entity Recognition | CodeCode Available | 1 |
| Mamba-Enhanced Text-Audio-Video Alignment Network for Emotion Recognition in Conversations | Sep 8, 2024 | Emotion RecognitionMamba | CodeCode Available | 1 |
| Dynamic Modality Interaction Modeling for Image-Text Retrieval | Jul 11, 2021 | cross-modal alignmentCross-Modal Retrieval | CodeCode Available | 1 |
| CFN-ESA: A Cross-Modal Fusion Network with Emotion-Shift Awareness for Dialogue Emotion Recognition | Jul 28, 2023 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| Cooperative Sentiment Agents for Multimodal Sentiment Analysis | Apr 19, 2024 | DisentanglementEmotion Recognition | CodeCode Available | 1 |
| LLMs Can Evolve Continually on Modality for X-Modal Reasoning | Oct 26, 2024 | Continual Learningmultimodal interaction | CodeCode Available | 1 |
| A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations | Jul 1, 2023 | Emotion RecognitionEmotion Recognition in Conversation | CodeCode Available | 1 |
| MM-BigBench: Evaluating Multimodal Models on Multimodal Content Comprehension Tasks | Oct 13, 2023 | multimodal interactionMultimodal Reasoning | CodeCode Available | 1 |
| Dialogue-based generation of self-driving simulation scenarios using Large Language Models | Oct 26, 2023 | multimodal interactionSelf-Driving Cars | CodeCode Available | 1 |
