Learning Approximate Inference Networks for Structured Prediction

9 March 2018

Papers citing "Learning Approximate Inference Networks for Structured Prediction"

13 / 13 papers shown

Title
Deep Sketched Output Kernel Regression for Structured Prediction T. Ahmad Junjie Yang Pierre Laforgue Florence dÁlché-Buc UQCV 50 0 0 13 Jun 2024
Autoregressive Structured Prediction with Language Models Tianyu Liu Yuchen Eleanor Jiang Nicholas Monath Ryan Cotterell Mrinmaya Sachan 24 51 0 26 Oct 2022
Energy-based Latent Aligner for Incremental Learning K. J. Joseph Salman Khan Fahad Shahbaz Khan Rao Muhammad Anwer V. Balasubramanian CLL 40 47 0 28 Mar 2022
Gaussian Mixture Variational Autoencoder with Contrastive Learning for Multi-Label Classification Junwen Bai Shufeng Kong Carla P. Gomes SSL DRL 35 36 0 02 Dec 2021
Learning Energy-Based Approximate Inference Networks for Structured Applications in NLP Lifu Tu BDL 35 0 0 27 Aug 2021
Towards Structured Prediction in Bioinformatics with Deep Learning Yu Li AI4CE 18 1 0 25 Aug 2020
Unsupervised Text Generation by Learning from Search Jingjing Li Zichao Li Lili Mou Xin Jiang Michael R. Lyu Irwin King 29 55 0 09 Jul 2020
Graph Structured Prediction Energy Networks Colin Graber Alex Schwing 24 17 0 31 Oct 2019
GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks Tengfei Ma Junyuan Shang Cao Xiao Jimeng Sun GNN 19 13 0 04 Oct 2019
Structured Output Learning with Conditional Generative Flows You Lu Bert Huang BDL DRL 21 72 0 30 May 2019
Benchmarking Approximate Inference Methods for Neural Structured Prediction Lifu Tu Kevin Gimpel BDL 41 17 0 01 Apr 2019
Deep Structured Prediction with Nonlinear Output Transformations Colin Graber Ofer Meshi Alex Schwing BDL 26 25 0 01 Nov 2018
Input Convex Neural Networks Brandon Amos Lei Xu J. Zico Kolter 187 603 0 22 Sep 2016