| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 | 5 |
| Multi-task Collaborative Network for Joint Referring Expression Comprehension and Segmentation | Mar 19, 2020 | Generalized Referring Expression ComprehensionReferring Expression | CodeCode Available | 1 | 5 |
| Multi-task Visual Grounding with Coarse-to-Fine Consistency Constraints | Jan 12, 2025 | Image SegmentationReferring Expression | CodeCode Available | 1 | 5 |
| TransVG: End-to-End Visual Grounding with Transformers | Apr 17, 2021 | Referring Expression ComprehensionVisual Grounding | CodeCode Available | 1 | 5 |
| Described Object Detection: Liberating Object Detection with Flexible Expressions | Jul 24, 2023 | Binary ClassificationDescribed Object Detection | CodeCode Available | 1 | 5 |
| Learning to Evaluate Performance of Multi-modal Semantic Localization | Sep 14, 2022 | Cross-Modal RetrievalReferring Expression | CodeCode Available | 1 | 5 |
| Improving Visual Grounding by Encouraging Consistent Gradient-based Explanations | Jun 30, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| InstructDET: Diversifying Referring Object Detection with Generalized Instructions | Oct 8, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding | Apr 26, 2021 | Generalized Referring Expression ComprehensionPhrase Grounding | CodeCode Available | 1 | 5 |
| MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension | Sep 20, 2024 | cross-modal alignmentReferring Expression | CodeCode Available | 1 | 5 |
| DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and Grounding | Nov 28, 2022 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions | Nov 28, 2023 | DisentanglementReferring Expression | CodeCode Available | 1 | 5 |
| Large-Scale Adversarial Training for Vision-and-Language Representation Learning | Jun 11, 2020 | Image-text RetrievalQuestion Answering | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An Open and Comprehensive Pipeline for Unified Object Grounding and Detection | Jan 4, 2024 | Described Object DetectionPhrase Grounding | CodeCode Available | 1 | 5 |
| Bottom Up Top Down Detection Transformers for Language Grounding in Images and Point Clouds | Dec 16, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| RefDrone: A Challenging Benchmark for Referring Expression Comprehension in Drone Scenes | Feb 1, 2025 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 1 | 5 |
| TOIST: Task Oriented Instance Segmentation Transformer with Noun-Pronoun Distillation | Oct 19, 2022 | Instance SegmentationReferring Expression | CodeCode Available | 1 | 5 |
| TRAR: Routing the Attention Spans in Transformer for Visual Question Answering | Jan 1, 2021 | Question AnsweringReferring Expression | CodeCode Available | 1 | 5 |
| UNITER: UNiversal Image-TExt Representation Learning | Sep 25, 2019 | Image-text matchingImage-text Retrieval | CodeCode Available | 1 | 5 |
| Language-Conditioned Graph Networks for Relational Reasoning | May 10, 2019 | ObjectReferring Expression Comprehension | CodeCode Available | 0 | 5 |
| Language-Conditioned Feature Pyramids for Visual Selection Tasks | Nov 1, 2020 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 0 | 5 |
| Language Adaptive Weight Generation for Multi-task Visual Grounding | Jun 6, 2023 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 0 | 5 |
| Collecting Visually-Grounded Dialogue with A Game Of Sorts | Sep 10, 2023 | Coreference ResolutionImage Retrieval | CodeCode Available | 0 | 5 |
| HuBo-VLM: Unified Vision-Language Model designed for HUman roBOt interaction tasks | Aug 24, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
