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Representation Learning

4516 directly classified papers

Papers per year

Papers

The HSIC Bottleneck: Deep Learning without Back-Propagation AAAI 2020
LSTA: Long Short-Term Attention for Egocentric Action Recognition CVPR 2019
Learnability for the Information Bottleneck UAI 2019
Model-based Behavioral Cloning with Future Image Similarity Learning CORL 2019
A Model of Text-Enhanced Knowledge Graph Representation Learning with Collaborative Attention ACML 2019
Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering INTERSPEECH 2019
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning JMLR 2019
Deep Topic Models for Multi-label Learning AISTATS 2019
Auto-Encoding Total Correlation Explanation AISTATS 2019
Learning Invariant Representations with Kernel Warping AISTATS 2019
Adaptation Strategies for Applying AWGN-Based Denoiser to Realistic Noise AAAI 2019
Towards Gene Function Prediction via Multi-Networks Representation Learning AAAI 2019
DSINE: Deep Structural Influence Learning via Network Embedding AAAI 2019
Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019
Learning Document Embeddings with Crossword Prediction AAAI 2019
Comparing Sample-Wise Learnability across Deep Neural Network Models AAAI 2019
Type Sequence Preserving Heterogeneous Information Network Embedding AAAI 2019
CommNets: Communicating Neural Network Architectures for Resource Constrained Systems AAAI 2019
Scientific Article Search System Based on Discourse Facet Representation AAAI 2019
Feature Isolation for Hypothesis Testing in Retinal Imaging: An Ischemic Stroke Prediction Case Study AAAI 2019
Automatic Generation of Chinese Short Product Titles for Mobile Display AAAI 2019
Deep Embedding Features for Salient Object Detection AAAI 2019
Towards Optimal Fine Grained Retrieval via Decorrelated Centralized Loss with Normalize-Scale Layer AAAI 2019
Learning to Localize Objects with Noisy Labeled Instances AAAI 2019
Large-Scale Visual Relationship Understanding AAAI 2019