| Uni-Med: A Unified Medical Generalist Foundation Model For Multi-Task Learning Via Connector-MoE | Sep 26, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| FineCops-Ref: A new Dataset and Task for Fine-Grained Compositional Referring Expression Comprehension | Sep 23, 2024 | Image ComprehensionReferring Expression | CodeCode Available | 1 |
| MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension | Sep 20, 2024 | cross-modal alignmentReferring Expression | CodeCode Available | 1 |
| 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 |
| Multi-branch Collaborative Learning Network for 3D Visual Grounding | Jul 7, 2024 | 3D visual groundingReferring Expression | CodeCode Available | 1 |
| Talk2Radar: Bridging Natural Language with 4D mmWave Radar for 3D Referring Expression Comprehension | May 21, 2024 | 3D visual groundingReferring Expression | CodeCode Available | 1 |
| DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLM | Mar 19, 2024 | Objectobject-detection | CodeCode Available | 1 |
| 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 |
| Tune-An-Ellipse: CLIP Has Potential to Find What You Want | Jan 1, 2024 | ObjectReferring Expression | CodeCode Available | 1 |
| Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions | Nov 28, 2023 | DisentanglementReferring Expression | CodeCode Available | 1 |
| GENOME: GenerativE Neuro-symbOlic visual reasoning by growing and reusing ModulEs | Nov 8, 2023 | Question AnsweringReferring Expression | CodeCode Available | 1 |
| InstructDET: Diversifying Referring Object Detection with Generalized Instructions | Oct 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| RefEgo: Referring Expression Comprehension Dataset from First-Person Perception of Ego4D | Aug 23, 2023 | ObjectObject Tracking | CodeCode Available | 1 |
| A Unified Framework for 3D Point Cloud Visual Grounding | Aug 23, 2023 | CPUGPU | CodeCode Available | 1 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | CodeCode Available | 1 |
| Kosmos-2: Grounding Multimodal Large Language Models to the World | Jun 26, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| NS3D: Neuro-Symbolic Grounding of 3D Objects and Relations | Mar 23, 2023 | Question AnsweringReferring Expression | CodeCode Available | 1 |
| PolyFormer: Referring Image Segmentation as Sequential Polygon Generation | Feb 14, 2023 | DecoderImage Segmentation | CodeCode Available | 1 |
| DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding | Nov 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation | Oct 19, 2022 | Instance SegmentationReferring Expression | CodeCode Available | 1 |
| VoLTA: Vision-Language Transformer with Weakly-Supervised Local-Feature Alignment | Oct 9, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning to Evaluate Performance of Multi-modal Semantic Localization | Sep 14, 2022 | Cross-Modal RetrievalReferring Expression | CodeCode Available | 1 |
| Correspondence Matters for Video Referring Expression Comprehension | Jul 21, 2022 | Contrastive LearningReferring Expression | CodeCode Available | 1 |
| Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations | Jun 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
