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Representation Learning

4,516 papers

Papers per year

Papers

Lips Don't Lie: A Generalisable and Robust Approach To Face Forgery Detection CVPR 2021
Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021
Spatiotemporal Contrastive Video Representation Learning CVPR 2021
Obtaining Better Static Word Embeddings Using Contextual Embedding Models ACL 2021
Generating Manga From Illustrations via Mimicking Manga Creation Workflow CVPR 2021
High-Fidelity Neural Human Motion Transfer From Monocular Video CVPR 2021
Box Embeddings: An open-source library for representation learning using geometric structures EMNLP 2021
Learning from Nested Data with Ornstein Auto-Encoders ICML 2021
GRASP: Generic Framework for Health Status Representation Learning Based on Incorporating Knowledge from Similar Patients AAAI 2021
Adversarial Robustness through Disentangled Representations AAAI 2021
Forecasting Irreversible Disease via Progression Learning CVPR 2021
PointDSC: Robust Point Cloud Registration Using Deep Spatial Consistency CVPR 2021
Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021
Improving Math Word Problems with Pre-trained Knowledge and Hierarchical Reasoning EMNLP 2021
TearingNet: Point Cloud Autoencoder To Learn Topology-Friendly Representations CVPR 2021
Involution: Inverting the Inherence of Convolution for Visual Recognition CVPR 2021
Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization AAAI 2021
A Comprehensive Comparison of Word Embeddings in Event & Entity Coreference Resolution. EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
Joint Deep Model-Based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI CVPR 2021
Not All Memories are Created Equal: Learning to Forget by Expiring ICML 2021
Metric Learning Based Feature Representation with Gated Fusion Model for Speech Emotion Recognition INTERSPEECH 2021
LMSOC: An Approach for Socially Sensitive Pretraining EMNLP 2021
Robust Point Cloud Registration Framework Based on Deep Graph Matching CVPR 2021
Partial-Label and Structure-constrained Deep Coupled Factorization Network AAAI 2021