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Neural Information Processing SystemsFeb-16-2026, 19:27:48 GMT
The proposed indicators adequately measure the effectiveness of the soft labels generated in this process.
Neural Information Processing SystemsFeb-16-2026, 19:27:41 GMT
Neural Information Processing SystemsFeb-16-2026, 19:27:19 GMT
Neural Information Processing SystemsFeb-16-2026, 19:27:09 GMT
Neural Information Processing SystemsFeb-16-2026, 19:26:57 GMT
The recent popularity of text-to-image diffusion models (DM) can largely be attributed to the intuitive interface they provide to users.
Neural Information Processing SystemsFeb-16-2026, 19:26:50 GMT
We study theoretical properties of a broad class of regularized algorithms with vector-valued output.
Neural Information Processing SystemsFeb-16-2026, 19:26:29 GMT
Neural Information Processing SystemsFeb-16-2026, 19:09:22 GMT
Neural Information Processing SystemsFeb-16-2026, 19:09:11 GMT
The behavior emerges and becomes more robust as the architecture scales up its number of parameters.
Neural Information Processing SystemsFeb-16-2026, 19:08:58 GMT
Weight-sharing quantization has emerged as a technique to reduce energy expenditure during inference in large neural networks by constraining their weights to a limited set of values.