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Structured Prediction

20 papers

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Papers

Structured Energy Network As a Loss NIPS 2022
Semantic Probabilistic Layers for Neuro-Symbolic Learning NIPS 2022
A New Representation for Span-based CCG Parsing EMNLP 2021
Adversarial Localized Energy Network for Structured Prediction AAAI 2020
Torch-Struct: Deep Structured Prediction Library ACL 2020
Deep Structured Prediction for Facial Landmark Detection NIPS 2019
Search-Guided, Lightly-Supervised Training of Structured Prediction Energy Networks NIPS 2019
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction EMNLP 2019
A Search-based Neural Model for Biomedical Nested and Overlapping Event Detection EMNLP 2019
Mapping Images to Scene Graphs with Permutation-Invariant Structured Prediction NIPS 2018
Distilling Knowledge for Search-based Structured Prediction ACL 2018
Learning Deep Structured Active Contours End-to-End CVPR 2018
Deep Spatio-Temporal Random Fields for Efficient Video Segmentation CVPR 2018
Non-parametric Structured Output Networks NIPS 2017
Deep Structured Learning for Facial Action Unit Intensity Estimation CVPR 2017
Second-Order Constrained Parametric Proposals and Sequential Search-Based Structured Prediction for Semantic Segmentation in RGB-D Images CVPR 2015
Deep Convolutional Neural Fields for Depth Estimation From a Single Image CVPR 2015
Human Pose Estimation Using a Joint Pixel-wise and Part-wise Formulation CVPR 2013
Max-Margin Structured Output Regression for Spatio-Temporal Action Localization NIPS 2012
A Primal-Dual Message-Passing Algorithm for Approximated Large Scale Structured Prediction NIPS 2010