| RS-Agent: Automating Remote Sensing Tasks through Intelligent Agent | Jun 11, 2024 | AI AgentDescriptive | CodeCode Available | 2 |
| From Redundancy to Relevance: Information Flow in LVLMs Across Reasoning Tasks | Jun 4, 2024 | Image CaptioningLanguage Modelling | CodeCode Available | 2 |
| Dragonfly: Multi-Resolution Zoom-In Encoding Enhances Vision-Language Models | Jun 3, 2024 | Image CaptioningLanguage Modelling | CodeCode Available | 2 |
| Enhancing Large Vision Language Models with Self-Training on Image Comprehension | May 30, 2024 | Image ComprehensionVisual Question Answering | CodeCode Available | 2 |
| ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models | May 24, 2024 | Visual Question Answering | CodeCode Available | 2 |
| Enhancing Visual-Language Modality Alignment in Large Vision Language Models via Self-Improvement | May 24, 2024 | HallucinationImage Comprehension | CodeCode Available | 2 |
| Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models | May 24, 2024 | Common Sense ReasoningLanguage Modelling | CodeCode Available | 2 |
| Calibrated Self-Rewarding Vision Language Models | May 23, 2024 | HallucinationLanguage Modelling | CodeCode Available | 2 |
| LOVA3: Learning to Visual Question Answering, Asking and Assessment | May 23, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 |
| Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models | May 23, 2024 | Mixture-of-ExpertsVisual Question Answering | CodeCode Available | 2 |
| MTVQA: Benchmarking Multilingual Text-Centric Visual Question Answering | May 20, 2024 | BenchmarkingQuestion Answering | CodeCode Available | 2 |
| Imp: Highly Capable Large Multimodal Models for Mobile Devices | May 20, 2024 | QuantizationVisual Question Answering | CodeCode Available | 2 |
| Xmodel-VLM: A Simple Baseline for Multimodal Vision Language Model | May 15, 2024 | GPULanguage Modeling | CodeCode Available | 2 |
| CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-Experts | May 9, 2024 | Image CaptioningInstruction Following | CodeCode Available | 2 |
| List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs | Apr 25, 2024 | Visual GroundingVisual Question Answering | CodeCode Available | 2 |
| GSCo: Towards Generalizable AI in Medicine via Generalist-Specialist Collaboration | Apr 23, 2024 | Collaborative InferenceIn-Context Learning | CodeCode Available | 2 |
| Self-Supervised Visual Preference Alignment | Apr 16, 2024 | 8kMM-Vet | CodeCode Available | 2 |
| Unsolvable Problem Detection: Evaluating Trustworthiness of Vision Language Models | Mar 29, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 2 |
| VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis | Mar 29, 2024 | HallucinationImage Captioning | CodeCode Available | 2 |
| Multi-Frame, Lightweight & Efficient Vision-Language Models for Question Answering in Autonomous Driving | Mar 28, 2024 | Autonomous DrivingLanguage Modeling | CodeCode Available | 2 |
| MedPromptX: Grounded Multimodal Prompting for Chest X-ray Diagnosis | Mar 22, 2024 | Medical DiagnosisMedical Visual Question Answering | CodeCode Available | 2 |
| LLaVA-PruMerge: Adaptive Token Reduction for Efficient Large Multimodal Models | Mar 22, 2024 | Language ModellingLarge Language Model | CodeCode Available | 2 |
| VL-ICL Bench: The Devil in the Details of Multimodal In-Context Learning | Mar 19, 2024 | BenchmarkingImage Captioning | CodeCode Available | 2 |
| Chain-of-Spot: Interactive Reasoning Improves Large Vision-Language Models | Mar 19, 2024 | Instruction Followingvisual instruction following | CodeCode Available | 2 |
| Beyond Text: Frozen Large Language Models in Visual Signal Comprehension | Mar 12, 2024 | DeblurringDecoder | CodeCode Available | 2 |
