| Lyrics: Boosting Fine-grained Language-Vision Alignment and Comprehension via Semantic-aware Visual Objects | Dec 8, 2023 | Image Captioningobject-detection | —Unverified | 0 |
| M^2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension | Jul 1, 2024 | GPUReferring Expression | —Unverified | 0 |
| Make Graph-based Referring Expression Comprehension Great Again through Expression-guided Dynamic Gating and Regression | Sep 5, 2024 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| ArraMon: A Joint Navigation-Assembly Instruction Interpretation Task in Dynamic Environments | Nov 15, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| MaskInversion: Localized Embeddings via Optimization of Explainability Maps | Jul 29, 2024 | Image GenerationReferring Expression | —Unverified | 0 |
| A Real-Time Cross-modality Correlation Filtering Method for Referring Expression Comprehension | Sep 16, 2019 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Compositional Zero-Shot Learning for Attribute-Based Object Reference in Human-Robot Interaction | Dec 21, 2023 | 16kAttribute | —Unverified | 0 |
| Commands 4 Autonomous Vehicles (C4AV) Workshop Summary | Sep 18, 2020 | Autonomous VehiclesReferring Expression Comprehension | —Unverified | 0 |
| Evaluating and Improving Interactions with Hazy Oracles | Oct 19, 2021 | Object TrackingReferring Expression | —Unverified | 0 |
| Modular Graph Attention Network for Complex Visual Relational Reasoning | Nov 22, 2020 | Graph AttentionQuestion Answering | —Unverified | 0 |
| Webly Supervised Concept Expansion for General Purpose Vision Models | Feb 4, 2022 | Human-Object Interaction DetectionImage Retrieval | —Unverified | 0 |
| MUTATT: Visual-Textual Mutual Guidance for Referring Expression Comprehension | Mar 18, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks | Dec 12, 2018 | Graph AttentionObject | —Unverified | 0 |
| Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks | Jun 17, 2022 | Depth EstimationImage Generation | —Unverified | 0 |
| Omni-RGPT: Unifying Image and Video Region-level Understanding via Token Marks | Jan 14, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| One for All: One-stage Referring Expression Comprehension with Dynamic Reasoning | Jul 31, 2022 | AllReferring Expression | —Unverified | 0 |
| Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos | Mar 23, 2021 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Parallel Attention: A Unified Framework for Visual Object Discovery through Dialogs and Queries | Nov 17, 2017 | ObjectObject Discovery | —Unverified | 0 |
| Playing Lottery Tickets with Vision and Language | Apr 23, 2021 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| VQD: Visual Query Detection in Natural Scenes | Apr 4, 2019 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| PPGN: Phrase-Guided Proposal Generation Network For Referring Expression Comprehension | Dec 20, 2020 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention | May 5, 2021 | Question AnsweringReferring Expression | —Unverified | 0 |
| PropTest: Automatic Property Testing for Improved Visual Programming | Mar 25, 2024 | Question AnsweringReferring Expression | —Unverified | 0 |
| Real-Time Referring Expression Comprehension by Single-Stage Grounding Network | Dec 9, 2018 | AttributeReferring Expression | —Unverified | 0 |
| ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension | Nov 16, 2021 | image-classificationImage Classification | —Unverified | 0 |
| UNITER: Learning UNiversal Image-TExt Representations | Sep 25, 2019 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension | Jan 1, 2023 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| RefCrowd: Grounding the Target in Crowd with Referring Expressions | Jun 16, 2022 | AttributeReferring Expression | —Unverified | 0 |
| WaterVG: Waterway Visual Grounding based on Text-Guided Vision and mmWave Radar | Mar 19, 2024 | Autonomous NavigationReferring Expression | —Unverified | 0 |
| Referring Expression Comprehension: A Survey of Methods and Datasets | Jul 19, 2020 | object-detectionObject Detection | —Unverified | 0 |
| Self-paced Multi-grained Cross-modal Interaction Modeling for Referring Expression Comprehension | Apr 21, 2022 | DiversityInformativeness | —Unverified | 0 |
| Referring Expression Instance Retrieval and A Strong End-to-End Baseline | Jun 23, 2025 | Image RetrievalReferring Expression | —Unverified | 0 |
| Video Referring Expression Comprehension via Transformer with Content-aware Query | Oct 6, 2022 | cross-modal alignmentReferring Expression | —Unverified | 0 |
| RefTeacher: A Strong Baseline for Semi-Supervised Referring Expression Comprehension | Jan 1, 2023 | Imitation LearningPseudo Label | —Unverified | 0 |
| Revisiting Multi-Modal LLM Evaluation | Aug 9, 2024 | Chart UnderstandingOptical Character Recognition | —Unverified | 0 |
| ScanFormer: Referring Expression Comprehension by Iteratively Scanning | Jun 26, 2024 | InformativenessReferring 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 |
| Beyond Object Categories: Multi-Attribute Reference Understanding for Visual Grounding | Mar 25, 2025 | AttributeObject | —Unverified | 0 |
| Dynamic Graph Attention for Referring Expression Comprehension | Sep 18, 2019 | Graph AttentionReferring Expression | —Unverified | 0 |
| Dynamic Inference With Grounding Based Vision and Language Models | Jan 1, 2023 | Language ModellingReferring Expression | —Unverified | 0 |
| A Lightweight Modular Framework for Low-Cost Open-Vocabulary Object Detection Training | Aug 20, 2024 | Autonomous VehiclesComputational Efficiency | CodeCode Available | 0 |
| Referring Expression Comprehension Using Language Adaptive Inference | Jun 6, 2023 | object-detectionObject Detection | CodeCode Available | 0 |
| Continual Referring Expression Comprehension via Dual Modular Memorization | Nov 25, 2023 | MemorizationReferring Expression | CodeCode Available | 0 |
| AttnGrounder: Talking to Cars with Attention | Sep 11, 2020 | Referring Expression ComprehensionVisual Grounding | CodeCode Available | 0 |
| WeakMCN: Multi-task Collaborative Network for Weakly Supervised Referring Expression Comprehension and Segmentation | May 24, 2025 | Contrastive LearningReferring Expression | CodeCode Available | 0 |
| Towards Language-guided Visual Recognition via Dynamic Convolutions | Oct 17, 2021 | Question AnsweringReferring Expression | CodeCode Available | 0 |
| Enhancing Visual Grounding and Generalization: A Multi-Task Cycle Training Approach for Vision-Language Models | Nov 21, 2023 | Image SegmentationLanguage Modelling | CodeCode Available | 0 |
| Whether you can locate or not? Interactive Referring Expression Generation | Aug 19, 2023 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 0 |
| Learning Better Visual Dialog Agents with Pretrained Visual-Linguistic Representation | May 24, 2021 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 0 |
| Language Adaptive Weight Generation for Multi-task Visual Grounding | Jun 6, 2023 | Referring ExpressionReferring Expression Comprehension | CodeCode Available | 0 |