conftrace_

probabilistic deep learning

7 papers

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Co-occurring keywords · papers mentioning both

uncertainty quantification (3) predictive uncertainty (2) deep learning (2) pedestrian trajectory forecasting (1) discrete residual flow (1) feature-wise linear modulation (1) pedestrian behavior prediction (1) selective generation (1) anatomical modeling (1) face embedding (1)

Papers

On Uncertainty Calibration and Selective Generation in Probabilistic Neural Summarization: A Benchmark Study EMNLP 2023 Probabilistic Shape Models of Anatomy Directly from Images AAAI 2023 FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation NeurIPS 2022 More Information Supervised Probabilistic Deep Face Embedding Learning ICML 2020 Can you trust your model's uncertainty? Evaluating predictive uncertainty under dataset shift NeurIPS 2019 Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction CoRL 2019 Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning UAI 2019