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This Looks Like That: Deep Learning for Interpretable Image Recognition

Neural Information Processing Systems

How would you describe why the image in Figure 1 looks like a clay colored sparrow? Perhaps the bird's head and wing bars look like those of a prototypical clay colored sparrow. When we describe how we classify images, we might focus on parts of the image and compare them with prototypical parts of images from a given class. This method of reasoning is commonly used in difficult identification tasks: e.g., radiologists compare suspected tumors in X-ray scans with prototypical tumor images for diagnosis of cancer [13].






The Morning After: Meta turned Threads algorithm complaints into an official feature

Engadget

Samsung Galaxy Unpacked 2026 is Feb. 25 Valve's Steam Machine: Everything we know Dear algo posts on Threads will change your recommendations for three days. Threads users have complained about its recommendation algorithm since 2023. Users even started writing posts addressed to the algorithm, specifying the topics they wanted to see more of. Now, that's part of the system: Users can write a post that begins with "dear algo" to adjust their preferences, officially. For example, you could write: "Dear algo, show me more posts about sous vide recipes."