| un^2CLIP: Improving CLIP's Visual Detail Capturing Ability via Inverting unCLIP | May 30, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| S4-Driver: Scalable Self-Supervised Driving Multimodal Large Language Modelwith Spatio-Temporal Visual Representation | May 30, 2025 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Cross-modal RAG: Sub-dimensional Retrieval-Augmented Text-to-Image Generation | May 28, 2025 | Image GenerationLanguage Modeling | CodeCode Available | 0 |
| Think Before You Diffuse: LLMs-Guided Physics-Aware Video Generation | May 27, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K Resolution | May 27, 2025 | 8kAvg | CodeCode Available | 1 |
| OmniResponse: Online Multimodal Conversational Response Generation in Dyadic Interactions | May 27, 2025 | Audio-Visual SynchronizationConversational Response Generation | —Unverified | 0 |
| What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models | May 26, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unifying Multimodal Large Language Model Capabilities and Modalities via Model Merging | May 26, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Diagnosing and Mitigating Modality Interference in Multimodal Large Language Models | May 26, 2025 | image-classificationImage Classification | CodeCode Available | 0 |
| Guard Me If You Know Me: Protecting Specific Face-Identity from Deepfakes | May 26, 2025 | DeepFake DetectionFace Generation | —Unverified | 0 |
| MLLM-Guided VLM Fine-Tuning with Joint Inference for Zero-Shot Composed Image Retrieval | May 26, 2025 | Image RetrievalLarge Language Model | —Unverified | 0 |
| Multimodal LLM-Guided Semantic Correction in Text-to-Image Diffusion | May 26, 2025 | DenoisingImage Generation | CodeCode Available | 1 |
| OpenHOI: Open-World Hand-Object Interaction Synthesis with Multimodal Large Language Model | May 25, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| HoloLLM: Multisensory Foundation Model for Language-Grounded Human Sensing and Reasoning | May 23, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning | May 22, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| ChemMLLM: Chemical Multimodal Large Language Model | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding | May 22, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification | May 21, 2025 | Data AugmentationLarge Language Model | —Unverified | 0 |
| Highlighting What Matters: Promptable Embeddings for Attribute-Focused Image Retrieval | May 21, 2025 | AttributeImage Retrieval | —Unverified | 0 |
| Web-Shepherd: Advancing PRMs for Reinforcing Web Agents | May 21, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 2 |
| MIKU-PAL: An Automated and Standardized Multi-Modal Method for Speech Paralinguistic and Affect Labeling | May 21, 2025 | Emotion RecognitionFace Detection | —Unverified | 0 |
| CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring | May 20, 2025 | Automated Essay ScoringDiversity | —Unverified | 0 |
| UniGen: Enhanced Training & Test-Time Strategies for Unified Multimodal Understanding and Generation | May 20, 2025 | Image GenerationLanguage Modeling | —Unverified | 0 |
| UniVG-R1: Reasoning Guided Universal Visual Grounding with Reinforcement Learning | May 20, 2025 | Large Language ModelMultimodal Large Language Model | —Unverified | 0 |
| BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation | May 19, 2025 | Binary ClassificationDeepFake Detection | CodeCode Available | 1 |
