| LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension | Sep 18, 2024 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 1 |
| Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression | Sep 5, 2024 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| A Lightweight Modular Framework for Low-Cost Open-Vocabulary Object Detection Training | Aug 20, 2024 | Autonomous VehiclesComputational Efficiency | CodeCode Available | 0 |
| Revisiting Multi-Modal LLM Evaluation | Aug 9, 2024 | Chart UnderstandingOptical Character Recognition | —Unverified | 0 |
| MaskInversion: Localized Embeddings via Optimization of Explainability Maps | Jul 29, 2024 | Image GenerationReferring Expression | —Unverified | 0 |
| Learning Visual Grounding from Generative Vision and Language Model | Jul 18, 2024 | AttributeLanguage Modeling | —Unverified | 0 |
| Multi-branch Collaborative Learning Network for 3D Visual Grounding | Jul 7, 2024 | 3D visual groundingReferring Expression | CodeCode Available | 1 |
| The Solution for the 5th GCAIAC Zero-shot Referring Expression Comprehension Challenge | Jul 6, 2024 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| M^2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension | Jul 1, 2024 | GPUReferring Expression | —Unverified | 0 |
| Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO | Jun 27, 2024 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| ScanFormer: Referring Expression Comprehension by Iteratively Scanning | Jun 26, 2024 | InformativenessReferring Expression | —Unverified | 0 |
| Revisiting Referring Expression Comprehension Evaluation in the Era of Large Multimodal Models | Jun 24, 2024 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 2 |
| Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension | May 21, 2024 | 3D visual groundingReferring Expression | CodeCode Available | 1 |
| Adversarial Robustness for Visual Grounding of Multimodal Large Language Models | May 16, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Text-driven Affordance Learning from Egocentric Vision | Apr 3, 2024 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models | Mar 27, 2024 | Image ClassificationImage Comprehension | CodeCode Available | 7 |
| PropTest: Automatic Property Testing for Improved Visual Programming | Mar 25, 2024 | Question AnsweringReferring Expression | —Unverified | 0 |
| Elysium: Exploring Object-level Perception in Videos via MLLM | Mar 25, 2024 | ObjectObject Tracking | CodeCode Available | 2 |
| DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM | Mar 19, 2024 | Objectobject-detection | CodeCode Available | 1 |
| WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar | Mar 19, 2024 | Autonomous NavigationReferring Expression | —Unverified | 0 |
| Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training | Mar 4, 2024 | MathPhrase Grounding | —Unverified | 0 |
| Efficient Multimodal Learning from Data-centric Perspective | Feb 18, 2024 | Image ClassificationReferring Expression Comprehension | CodeCode Available | 5 |
| LLMs as Bridges: Reformulating Grounded Multimodal Named Entity Recognition | Feb 15, 2024 | Grounded Multimodal Named Entity RecognitionMulti-modal Named Entity Recognition | CodeCode Available | 1 |
| An Open and Comprehensive Pipeline for Unified Object Grounding and Detection | Jan 4, 2024 | Described Object DetectionPhrase Grounding | CodeCode Available | 1 |
| Revisiting Counterfactual Problems in Referring Expression Comprehension | Jan 1, 2024 | AttributeContrastive Learning | CodeCode Available | 0 |