diff --git a/README.md b/README.md index 6c8e2f3..a4d4199 100644 --- a/README.md +++ b/README.md @@ -23,7 +23,18 @@ This repo houses summaries for various excitng works in the field of **Deep Lear ## Summaries ### 2024 - +- #### GARField: Group Anything with Radiance Fields [[Paper](https://arxiv.org/abs/2401.09419)][[Review](./summaries/GARField.md)] + - Chung Min Kim, Mingxuan Wu, Justin Kerr, Ken Goldberg, Matthew Tancik, Angjoo Kanazawa, **CVPR 2024** +- #### Image Hijacks: Adversarial Images can Control Generative Models at Runtime [[Paper](https://arxiv.org/abs/2309.00236)][[Review](./summaries/Image_Hijacks.md)] + - Luke Bailey,Euan Ong,Stuart Russel,Scott Emmons, **ICML 2024** +- #### AI CONTROL: IMPROVING SAFETY DESPITE INTENTIONAL SUBVERSION [[Paper](https://arxiv.org/abs/2312.06942)][[Review](./summaries/AI_Control.md)] + - Ryan Greenblatt,Buck Shlegeris,Kshitij Sachan,Fabien Roger, **ICML 2024** +- #### Evaluating Text-to-Visual Generation with Image-to-Text Generation [[Paper](https://arxiv.org/pdf/2404.01291)][[Review](./summaries/VQAscore.md)] + - Zhiqiu Lin, Deepak Pathak, Baiqi Li, Jiayao Li, Xide Xia, Graham Neubig, Pengchuan Zhang, Deva Ramanan, **ECCV 2024**
+- #### THINK BEFORE YOU SPEAK: Training Language Models With Pause Tokens [[Paper](https://arxiv.org/abs/2310.02226)][[Review](./summaries/Pause_Tokens.md)] + - Sachin Goyal, Ziwei Ji, Ankit Rawat, Aditya Menon, Sanjiv Kumar, Vaishnavh Nagarajan, **ICLR** **2024** +- #### WARM: On the Benefits of Weight Averaged Rewarded Model [[Paper](https://arxiv.org/abs/2401.12187)][[Review](./summaries/WARM.md)] + - Alexandre Ramé, Nino Vieillard, Léonard Hussenot, Robert Dadashi, Geoffrey Cideron, Olivier Bachem, Johan Ferret, **ICML May 2024** - #### Matryoshka Diffusion Models [[Paper](https://arxiv.org/pdf/2310.15111)][[Review](./summaries/Matryoshka_Diffusion.md)] - Jiatao Gu, Shuangfei Zhai, Yizhe Zhang, Josh Susskind & Navdeep Jaitly, **ICLR 2024** @@ -71,6 +82,8 @@ This repo houses summaries for various excitng works in the field of **Deep Lear - Shunxin Wang, Raymond Veldhuis ,Christoph Brune ,Nicola Strisciuglio, **ICCV 2023** ### 2022 +- #### GAN-based image steganography for enhancing security via adversarial attack and pixel-wise deep fusion [[Paper](https://link.springer.com/article/10.1007/s11042-021-11778-z)][[Review](./summaries/Image_Steganography_ADF-IS.md) ] + - Chao Yuan, Hongxia Wang, Peisong He, Jie Luo, Bin Li, **Springer Multimedia tools and applications** **2022** - #### Human-level play in the game of Diplomacy by combining language models with strategic reasoning [[Paper](https://www.science.org/doi/epdf/10.1126/science.ade9097)][[Review](./summaries/CICERO.md)] @@ -86,6 +99,9 @@ This repo houses summaries for various excitng works in the field of **Deep Lear ### 2021 +- #### CLIP (Contrastive Language–Image Pre-training) [[Paper](https://arxiv.org/pdf/2103.00020)][[Review](./summaries/CLIP.md)] + - Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, Gretchen Krueger, Ilya Sutskever , **ICML** **2021** + - #### An Image is Worth 16X16 Wrods: Transformers for Image Recognition at Scale [[Paper](https://arxiv.org/pdf/2010.11929)][[Review](./summaries/Vision_Transformer.md)] - Alexey Dosovitsky, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, Neil Houlsby, **ICLR 2021**