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The text discusses clusters of images showing the same objects such as balloons, birds, and sharks from the ImageNet dataset. These clusters represent object classes without using labels from the dataset. The paper being discussed is "Learning to Classify Images Without Labels" by Water, Guns, Becca Simon Van Daan, Hender, Stamatis, Georg Ulis, Mark Pro Simmons, and Luke Fungal. The three-step procedure involves self-supervised learning to obtain good image representations.