Clement Farabet

Inside NVIDIA’s {AI} Infrastructure for Self-driving Cars

Clement Farabet, Nicolas Koumchatzky, 2020 .

Training Data Distribution Search with Ensemble Active Learning

Elmar Haussmann, Jose M. Alvarez, Kashyap Chitta, 2019 .

Less is More: An Exploration of Data Redundancy with Active Dataset Subsampling pdf

Elmar Haussmann, Jose M. Alvarez, Kashyap Chitta, 2019, ArXiv.

Scalable Active Learning for Object Detection

Michele Fenzi, Elmar Haussmann, Jose M. Alvarez, 2020, 2020 IEEE Intelligent Vehicles Symposium (IV).

Training Data Subset Search with Ensemble Active Learning.

Elmar Haussmann, Jose M. Alvarez, Kashyap Chitta, 2020 .

Active Learning for Deep Object Detection via Probabilistic Modeling pdf

Hyuk-Jae Lee, Ismail Elezi, Jose M. Alvarez, 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).