conftrace_

deep architecture

29 papers

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Co-occurring keywords

deep learning (2118) convolutional neural network (4226) generative model (2892) graph neural network (3962) neural network (6616) multi-label classification (1009) feature learning (1311) image classification (1944) representation learning (6206) tractable inference (32)

Papers

Deep-Union Completion AAAI 2025
Towards Deep Attention in Graph Neural Networks: Problems and Remedies ICML 2023
A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022
DropCov: A Simple yet Effective Method for Improving Deep Architectures NIPS 2022
Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories ICCV 2021
SiameseXML: Siamese Networks meet Extreme Classifiers with 100M Labels ICML 2021
RDSNet: A New Deep Architecture forReciprocal Object Detection and Instance Segmentation AAAI 2020
eTranslation’s Submissions to the WMT 2020 News Translation Task EMNLP 2020
Understanding Deep Architecture with Reasoning Layer NIPS 2020
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NIPS 2019
Read, Attend and Comment: A Deep Architecture for Automatic News Comment Generation EMNLP 2019
Predict and Constrain: Modeling Cardinality in Deep Structured Prediction ICML 2018
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018
Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018
Multiple People Tracking by Lifted Multicut and Person Re-Identification CVPR 2017
Deep ADMM-Net for Compressive Sensing MRI NIPS 2016
Structured Prediction Energy Networks ICML 2016
ADIOS: Architectures Deep In Output Space ICML 2016
End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016
End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture NIPS 2015
Deep Poisson Factor Modeling NIPS 2015
Deep Fisher Networks for Large-Scale Image Classification NIPS 2013
Learning the Structure of Sum-Product Networks ICML 2013
Top-Down Regularization of Deep Belief Networks NIPS 2013
A Deep Architecture for Matching Short Texts NIPS 2013