Revisiting Multi-Task Learning with ROCK: a Deep Residual Auxiliary Block for Visual Detection
Taylor Mordan, Nicolas THOME, Gilles Henaff, Matthieu Cord
–Neural Information Processing Systems
Extensiveexperiments on NYUv2 dataset (object detection with scene classification, depth prediction, and surface normal estimation as auxiliary tasks) validate the relevance of the approach and its superiority to flat MTL approaches.
Neural Information Processing Systems
Feb-13-2026, 10:55:23 GMT
- Technology:
- Information Technology > Artificial Intelligence
- Machine Learning (1.00)
- Vision (0.90)
- Information Technology > Artificial Intelligence