| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 |
| PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models | May 23, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Survivor in the Era of Large-Scale Pretraining: An Empirical Study of One-Stage Referring Expression Comprehension | Apr 17, 2022 | Data AugmentationReferring Expression | CodeCode Available | 1 |
| ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension | Apr 12, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| SeqTR: A Simple yet Universal Network for Visual Grounding | Mar 30, 2022 | DecoderReferring Expression | CodeCode Available | 1 |
| Bottom Up Top Down Detection Transformers for Language Grounding in Images and Point Clouds | Dec 16, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Referring Transformer: A One-step Approach to Multi-task Visual Grounding | Jun 6, 2021 | DecoderReferring Expression | CodeCode Available | 1 |
| MDETR -- Modulated Detection for End-to-End Multi-Modal Understanding | Apr 26, 2021 | Generalized Referring Expression ComprehensionPhrase Grounding | CodeCode Available | 1 |
| TransVG: End-to-End Visual Grounding with Transformers | Apr 17, 2021 | Referring Expression ComprehensionVisual Grounding | CodeCode Available | 1 |
| Unifying Vision-and-Language Tasks via Text Generation | Feb 4, 2021 | Conditional Text GenerationDecoder | CodeCode Available | 1 |
