From 55a264bbfe21ca9143e4b3522262c07a5a84040e Mon Sep 17 00:00:00 2001
From: Muhammad Uzair Khattak <61704085+muzairkhattak@users.noreply.github.com>
Date: Fri, 14 Jul 2023 05:59:27 +0500
Subject: [PATCH] Update README.md
---
README.md | 12 ++++++------
1 file changed, 6 insertions(+), 6 deletions(-)
diff --git a/README.md b/README.md
index 6ca893e..5b0720d 100644
--- a/README.md
+++ b/README.md
@@ -2,17 +2,17 @@
-> [**Self-regulating Prompts: Foundational Model Adaptation without Forgetting**]()
+> [**Self-regulating Prompts: Foundational Model Adaptation without Forgetting**](https://arxiv.org/abs/2307.06948)
> [Muhammad Uzair Khattak*](https://muzairkhattak.github.io/), [Syed Talal Wasim*](https://talalwasim.github.io), [Muzammal Naseer](https://scholar.google.com/citations?user=tM9xKA8AAAAJ&hl=en&oi=ao), [Salman Khan](https://salman-h-khan.github.io/), [Ming-Hsuan Yang](http://faculty.ucmerced.edu/mhyang/), [Fahad Shahbaz Khan](https://scholar.google.es/citations?user=zvaeYnUAAAAJ&hl=en)
*Joint first authors
-[]()
+[](https://arxiv.org/abs/2307.06948)
[](https://muzairkhattak.github.io/PromptSRC/)
[](https://drive.google.com/file/d/1d14q8hhAl6qGsiPYpNIVfShMCulVJSUa/view?usp=sharing)
-Official implementation of the paper "[Self-regulating Prompts: Foundational Model Adaptation without Forgetting](https://arxiv.org/abs/2210.03117)".
+Official implementation of the paper "[Self-regulating Prompts: Foundational Model Adaptation without Forgetting](https://arxiv.org/abs/2307.06948)".
@@ -79,7 +79,7 @@ We propose PromptSRC (Prompting with Self-regulating Constraints) which steers t
| Method | Paper | Configs | Training Scripts |
|---------------------------|:----------------------------------------------|:---------------------------------------------------------------:|:-------------------------------:|
-| PromptSRC | [arXiv]() | [link](configs/trainers/PromptSRC/) | [link](scripts/promptsrc) |
+| PromptSRC | [arXiv](https://arxiv.org/abs/2307.06948) | [link](configs/trainers/PromptSRC/) | [link](scripts/promptsrc) |
| Independent V-L Prompting | - | [link](configs/trainers/IVLP/) | [link](scripts/independent-vlp) |
| MaPLe | [CVPR 2023](https://arxiv.org/abs/2210.03117) | [link](configs/trainers/CoOp) | [link](scripts/maple) |
| CoOp | [IJCV 2022](https://arxiv.org/abs/2109.01134) | [link](configs/trainers/CoOp) | [link](scripts/coop) |
@@ -111,7 +111,7 @@ PromptSRC effectively maximizes supervised task performance (base classes) witho
| [CoCoOp](https://arxiv.org/abs/2203.05557) | 80.47 | 71.69 | 75.83 | 10 |
| [ProDA](https://arxiv.org/abs/2205.03340) | 81.56 | 75.83 | 76.65 | 100 |
| [MaPLe](https://arxiv.org/abs/2210.03117) | 82.28 | 75.14 | 78.55 | 5 |
-| [PromptSRC (ours)]() | **84.26** | **76.10** | **79.97** | 20 |
+| [PromptSRC (ours)](https://arxiv.org/abs/2307.06948) | **84.26** | **76.10** | **79.97** | 20 |
## Installation
For installation and other package requirements, please follow the instructions detailed in [INSTALL.md](docs/INSTALL.md).
@@ -143,7 +143,7 @@ If you find our work, this repository, or pretrained models useful, please consi
@article{khattak2023PromptSRC,
title={Self-regulating Prompts: Foundational Model Adaptation without Forgetting},
author={khattak, Muhammad Uzair and Wasim, Syed Talal and Muzzamal, Naseer and Khan, Salman and Yang, Ming-Hsuan and Khan, Fahad Shahbaz},
- journal={arXiv:},
+ journal={arXiv:2307.06948},
year={2023}
}
```