How many Observations are Enough? Knowledge Distillation for Trajectory Forecasting

Author:

Monti Alessio1,Porrello Angelo1,Calderara Simone1,Coscia Pasquale2,Ballan Lamberto2,Cucchiara Rita1

Affiliation:

1. University of Modena and Reggio Emilia,Italy

2. University of Padova,Italy

Funder

CUP

Publisher

IEEE

Reference52 articles.

1. PIDNet: An Efficient Network for Dynamic Pedestrian Intrusion Detection

2. Stochastic prediction of multi-agent interactions from partial observations;sun;Proc of the International Conference on Learning Representations (ICLR),0

3. Trajnet: Towards a benchmark for human trajectory prediction;sadeghian;ArXiv Preprint,2018

4. Human motion trajectory prediction: a survey

5. Fitnets: Hints for thin deep nets;romero;Proc of the International Conference on Learning Representations (ICLR),0

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