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Representation Learning

4,516 papers

Papers per year

Papers

COBE: Contextualized Object Embeddings from Narrated Instructional Video NIPS 2020
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation NIPS 2020
Parametric Instance Classification for Unsupervised Visual Feature learning NIPS 2020
Learning efficient task-dependent representations with synaptic plasticity NIPS 2020
Bayesian Attention Modules NIPS 2020
Explicit Regularisation in Gaussian Noise Injections NIPS 2020
RATT: Recurrent Attention to Transient Tasks for Continual Image Captioning NIPS 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective NIPS 2020
The Dilemma of TriHard Loss and an Element-Weighted TriHard Loss for Person Re-Identification NIPS 2020
Disentangling by Subspace Diffusion NIPS 2020
Fewer is More: A Deep Graph Metric Learning Perspective Using Fewer Proxies NIPS 2020
Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment NIPS 2020
Inverse Learning of Symmetries NIPS 2020
Regularizing Towards Permutation Invariance In Recurrent Models NIPS 2020
Supervised Contrastive Learning NIPS 2020
Learning Optimal Representations with the Decodable Information Bottleneck NIPS 2020
SAM: Squeeze-and-Mimic Networks for Conditional Visual Driving Policy Learning CORL 2020
Where to Go Next: Modeling Long- and Short-Term User Preferences for Point-of-Interest Recommendation AAAI 2020
Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020
FairyTED: A Fair Rating Predictor for TED Talk Data AAAI 2020
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020
Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer AAAI 2020
SynSig2Vec: Learning Representations from Synthetic Dynamic Signatures for Real-World Verification AAAI 2020
Learning to Generate Maps from Trajectories AAAI 2020
Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding AAAI 2020