Amro Abbas

According to our database, Amro Abbas authored at least 6 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

DataComp-LM: In search of the next generation of training sets for language models.

Jeffrey Li, Alex Fang, Georgios Smyrnis, Maor Ivgi, Matt Jordan, Samir Yitzhak Gadre, Hritik Bansal, Etash Kumar Guha, Sedrick Keh, Kushal Arora, Saurabh Garg, Rui Xin, Niklas Muennighoff, Reinhard Heckel, Jean Mercat, Mayee Chen, Suchin Gururangan, Mitchell Wortsman, Alon Albalak, Yonatan Bitton, Marianna Nezhurina, Amro Abbas, Cheng-Yu Hsieh, Dhruba Ghosh, Josh Gardner, Maciej Kilian, Hanlin Zhang, Rulin Shao, Sarah M. Pratt, Sunny Sanyal, Gabriel Ilharco, Giannis Daras, Kalyani Marathe, Aaron Gokaslan, Jieyu Zhang, Khyathi Raghavi Chandu, Thao Nguyen, Igor Vasiljevic, Sham M. Kakade, Shuran Song, Sujay Sanghavi, Fartash Faghri, Sewoong Oh, Luke Zettlemoyer, Kyle Lo, Alaaeldin El-Nouby, Hadi Pouransari, Alexander Toshev, Stephanie Wang, Dirk Groeneveld, Luca Soldaini, Pang Wei Koh, Jenia Jitsev, Thomas Kollar, Alexandros G. Dimakis, Yair Carmon, Achal Dave, Ludwig Schmidt, Vaishaal Shankar

CoRR, 2024

Humans Beat Deep Networks at Recognizing Objects in Unusual Poses, Given Enough Time.

Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny

CoRR, 2024

Effective pruning of web-scale datasets based on complexity of concept clusters.

Amro Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Sieve: Multimodal Dataset Pruning Using Image Captioning Models.

Anas Mahmoud, Mostafa Elhoushi, Amro Abbas, Yu Yang, Newsha Ardalani, Hugh Leather, Ari S. Morcos

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

SemDeDup: Data-efficient learning at web-scale through semantic deduplication.

Amro Abbas, Kushal Tirumala, Daniel Simig, Surya Ganguli, Ari S. Morcos

CoRR, 2023

Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses.

Amro Abbas, Stéphane Deny

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023