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uncertainty modeling

69 papers

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uncertainty quantification (1365) bayesian inference (1904) gaussian distribution (127) knowledge distillation (3680) autonomous driving (1142) depth estimation (1540) probabilistic modeling (851) pose estimation (1012) weakly supervised learning (1323) multimodal learning (4622)

Papers

Single Image Depth Prediction Made Better: A Multivariate Gaussian Take CVPR 2023
Learning Analytical Posterior Probability for Human Mesh Recovery CVPR 2023
MAP: Multimodal Uncertainty-Aware Vision-Language Pre-Training Model CVPR 2023
Multi-View Photometric Stereo Revisited WACV 2023
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation CVPR 2022
Learning Disentangled Representations of Negation and Uncertainty ACL 2022
End-To-End Label Uncertainty Modeling for Speech-based Arousal Recognition Using Bayesian Neural Networks INTERSPEECH 2022
Uncertainty Modeling with Second-Order Transformer for Group Re-identification AAAI 2022
The Probabilistic Normal Epipolar Constraint for Frame-to-Frame Rotation Optimization Under Uncertain Feature Positions CVPR 2022
Probabilistic Modeling of Semantic Ambiguity for Scene Graph Generation CVPR 2021
Multi-Domain Knowledge Distillation via Uncertainty-Matching for End-to-End ASR Models INTERSPEECH 2021
Weakly-supervised Temporal Action Localization by Uncertainty Modeling AAAI 2021
Provably Safe and Efficient Motion Planning with Uncertain Human Dynamics RSS 2021
An Uncertainty-Aware Encoder for Aspect Detection EMNLP 2021
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task EMNLP 2021
Uncertain Local-to-Global Networks for Document-Level Event Factuality Identification EMNLP 2021
Geometry Uncertainty Projection Network for Monocular 3D Object Detection ICCV 2021
Modeling Risky Choices in Unknown Environments ACML 2021
Does Every Data Instance Matter? Enhancing Sequential Recommendation by Eliminating Unreliable Data IJCAI 2021
Collaborative Uncertainty in Multi-Agent Trajectory Forecasting NIPS 2021
Embracing Uncertainty: Decoupling and De-Bias for Robust Temporal Grounding CVPR 2021
To Signal or Not To Signal: Exploiting Uncertain Real-Time Information in Signaling Games for Security and Sustainability AAAI 2020
The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders CVPR 2020
Particle Filter Recurrent Neural Networks AAAI 2020