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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

HOT-VAE: Learning High-Order Label Correlation for Multi-Label Classification via Attention-Based Variational Autoencoders AAAI 2021
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO EACL 2021
Predictive Feature Learning for Future Segmentation Prediction ICCV 2021
Are Neural Networks Extracting Linguistic Properties or Memorizing Training Data? An Observation with a Multilingual Probe for Predicting Tense EACL 2021
ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification AAAI 2021
Learning Representations for Incomplete Time Series Clustering AAAI 2021
Invariant Policy Optimization: Towards Stronger Generalization in Reinforcement Learning L4DC 2021
Directed Graph Embeddings in Pseudo-Riemannian Manifolds ICML 2021
E(n) Equivariant Graph Neural Networks ICML 2021
Convex Geometry and Duality of Over-parameterized Neural Networks JMLR 2021
Pykg2vec: A Python Library for Knowledge Graph Embedding JMLR 2021
Disentangling Sampling and Labeling Bias for Learning in Large-output Spaces ICML 2021
Global Prosody Style Transfer Without Text Transcriptions ICML 2021
Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels ICML 2021
Rethinking Denoised Auto-Encoding in Language Pre-Training EMNLP 2021
Cambridge at SemEval-2021 Task 2: Neural WiC-Model with Data Augmentation and Exploration of Representation SEMEVAL 2021
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks AISTATS 2021
Variational Selective Autoencoder: Learning from Partially-Observed Heterogeneous Data AISTATS 2021
RankDistil: Knowledge Distillation for Ranking AISTATS 2021
Knowledge-Aware Meta-learning for Low-Resource Text Classification EMNLP 2021
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics. EMNLP 2021
Adversarial Scrubbing of Demographic Information for Text Classification EMNLP 2021
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations IJCNLP 2021
CLAR: Contrastive Learning of Auditory Representations AISTATS 2021
Unsupervised Embedding Adaptation via Early-Stage Feature Reconstruction for Few-Shot Classification ICML 2021