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Representation Learning

2843 directly classified papers

Papers per year

Papers

Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification INTERSPEECH 2020
Improved Local Citation Recommendation Based on Context Enhanced with Global Information EMNLP 2020
Predicting Typological Features in WALS using Language Embeddings and Conditional Probabilities: ÚFAL Submission to the SIGTYP 2020 Shared Task EMNLP 2020
Relatedness and TBox-Driven Rule Learning in Large Knowledge Bases AAAI 2020
Towards Better Forecasting by Fusing Near and Distant Future Visions AAAI 2020
Reinforcing Neural Network Stability with Attractor Dynamics AAAI 2020
Co-Occurrence Estimation from Aggregated Data with Auxiliary Information AAAI 2020
GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020
Motif-Matching Based Subgraph-Level Attentional Convolutional Network for Graph Classification AAAI 2020
Learning Counterfactual Representations for Estimating Individual Dose-Response Curves AAAI 2020
Order-Free Learning Alleviating Exposure Bias in Multi-Label Classification AAAI 2020
Weakly Supervised Gaussian Networks for Action Detection WACV 2020
Global Context Reasoning for Semantic Segmentation of 3D Point Clouds WACV 2020
Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model AAAI 2020
Learning Task-Driven Control Policies via Information Bottlenecks RSS 2020
C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020
A Character-Centric Neural Model for Automated Story Generation AAAI 2020
Deep Unsupervised Binary Coding Networks for Multivariate Time Series Retrieval AAAI 2020
MixedAD: A Scalable Algorithm for Detecting Mixed Anomalies in Attributed Graphs AAAI 2020
Deep Reservoir Computing Meets 5G MIMO-OFDM Systems in Symbol Detection AAAI 2020
Spatio-Temporal Graph Structure Learning for Traffic Forecasting AAAI 2020
Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020
Spatial Classification with Limited Observations Based on Physics-Aware Structural Constraint AAAI 2020
Infinite ShapeOdds: Nonparametric Bayesian Models for Shape Representations AAAI 2020
Multiple Positional Self-Attention Network for Text Classification AAAI 2020