14 citations · 14 across the 3 of their papers we have counts for
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cs.CV2024
Effective pruning of web-scale datasets based on complexity of concept clusters
Amro Abbas, Evgenia Rusak, Kushal Tirumala +3
Utilizing massive web-scale datasets has led to unprecedented performance gains in machine learning models, but also imposes outlandish compute requirements for their training. In…
cs.CV2022
Progress and limitations of deep networks to recognize objects in unusual poses
Amro Abbas, Stéphane Deny
Deep networks should be robust to rare events if they are to be successfully deployed in high-stakes real-world applications (e.g., self-driving cars). Here we study the capability…