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Amro Abbas
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2020 – today
- 2024
- [c3]Anas Mahmoud, Mostafa Elhoushi, Amro Abbas, Yu Yang, Newsha Ardalani, Hugh Leather, Ari S. Morcos:
Sieve: Multimodal Dataset Pruning Using Image Captioning Models. CVPR 2024: 22423-22432 - [c2]Amro Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos:
Effective pruning of web-scale datasets based on complexity of concept clusters. ICLR 2024 - [i6]Amro Abbas, Evgenia Rusak, Kushal Tirumala, Wieland Brendel, Kamalika Chaudhuri, Ari S. Morcos:
Effective pruning of web-scale datasets based on complexity of concept clusters. CoRR abs/2401.04578 (2024) - [i5]Netta Ollikka, Amro Abbas, Andrea Perin, Markku Kilpeläinen, Stéphane Deny:
Humans Beat Deep Networks at Recognizing Objects in Unusual Poses, Given Enough Time. CoRR abs/2402.03973 (2024) - [i4]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:
DataComp-LM: In search of the next generation of training sets for language models. CoRR abs/2406.11794 (2024) - 2023
- [c1]Amro Abbas, Stéphane Deny:
Progress and Limitations of Deep Networks to Recognize Objects in Unusual Poses. AAAI 2023: 160-168 - [i3]Amro Abbas, Kushal Tirumala, Daniel Simig, Surya Ganguli, Ari S. Morcos:
SemDeDup: Data-efficient learning at web-scale through semantic deduplication. CoRR abs/2303.09540 (2023) - [i2]Anas Mahmoud, Mostafa Elhoushi, Amro Abbas, Yu Yang, Newsha Ardalani, Hugh Leather, Ari Morcos:
SIEVE: Multimodal Dataset Pruning Using Image Captioning Models. CoRR abs/2310.02110 (2023) - 2022
- [i1]Amro Abbas, Stéphane Deny:
Progress and limitations of deep networks to recognize objects in unusual poses. CoRR abs/2207.08034 (2022)
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