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Tin Hadži Veljković

2 accepted papers

2026

CORDS - Continuous Representations of Discrete Structures

ICLR 2026poster

Many learning problems require predicting sets of objects when the number of objects is not known beforehand. Examples include object detection, molecular modeling, and scientific inference tasks such as astrophysical source detection. Existing methods often rely on padded representations or must ex…

Cited by 0SourceScholar
2024

Fast yet Safe: Early-Exiting with Risk Control

NeurIPS 2024poster

Scaling machine learning models significantly improves their performance. However, such gains come at the cost of inference being slow and resource-intensive. Early-exit neural networks (EENNs) offer a promising solution: they accelerate inference by allowing intermediate layers to exit and produc…