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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

SeqMatchNet: Contrastive Learning with Sequence Matching for Place Recognition & Relocalization CORL 2021
Code-switched inspired losses for spoken dialog representations EMNLP 2021
DualNet: Continual Learning, Fast and Slow NIPS 2021
Drop-DTW: Aligning Common Signal Between Sequences While Dropping Outliers NIPS 2021
Low Frequency Names Exhibit Bias and Overfitting in Contextualizing Language Models EMNLP 2021
A Fine-Grained Domain Adaption Model for Joint Word Segmentation and POS Tagging EMNLP 2021
L2C: Describing Visual Differences Needs Semantic Understanding of Individuals EACL 2021
ENPAR:Enhancing Entity and Entity Pair Representations for Joint Entity Relation Extraction EACL 2021
Journalistic Guidelines Aware News Image Captioning EMNLP 2021
SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NIPS 2021
Neural Distance Embeddings for Biological Sequences NIPS 2021
Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021
Do Different Tracking Tasks Require Different Appearance Models? NIPS 2021
Transformer Feed-Forward Layers Are Key-Value Memories EMNLP 2021
On the Influence of Masking Policies in Intermediate Pre-training EMNLP 2021
DER: Dynamically Expandable Representation for Class Incremental Learning CVPR 2021
VoxelContext-Net: An Octree Based Framework for Point Cloud Compression CVPR 2021
MDNN: A Multimodal Deep Neural Network for Predicting Drug-Drug Interaction Events IJCAI 2021
Hyperbolic Geometry is Not Necessary: Lightweight Euclidean-Based Models for Low-Dimensional Knowledge Graph Embeddings EMNLP 2021
Learning Goals From Failure CVPR 2021
Data Efficient Masked Language Modeling for Vision and Language EMNLP 2021
Disentangling Generative Factors in Natural Language with Discrete Variational Autoencoders EMNLP 2021
Test Harder than You Train: Probing with Extrapolation Splits EMNLP 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning EMNLP 2021
Time-Frequency Representation Learning with Graph Convolutional Network for Dialogue-Level Speech Emotion Recognition INTERSPEECH 2021