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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

Structural information in mathematical formulas for exercise difficulty prediction: a comparison of NLP representations NAACL 2022
A New Perspective on the Effects of Spectrum in Graph Neural Networks ICML 2022
COAT: Measuring Object Compositionality in Emergent Representations ICML 2022
Synergy and Symmetry in Deep Learning: Interactions between the Data, Model, and Inference Algorithm ICML 2022
Characterizing and Overcoming the Greedy Nature of Learning in Multi-modal Deep Neural Networks ICML 2022
Quantifying and Learning Linear Symmetry-Based Disentanglement ICML 2022
Reducing Domain mismatch in Self-supervised speech pre-training INTERSPEECH 2022
XTREME-S: Evaluating Cross-lingual Speech Representations INTERSPEECH 2022
CTRL: Continual Representation Learning to Transfer Information of Pre-trained for WAV2VEC 2.0 INTERSPEECH 2022
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments INTERSPEECH 2022
Extended Unconstrained Features Model for Exploring Deep Neural Collapse ICML 2022
DeepFry: Identifying Vocal Fry Using Deep Neural Networks INTERSPEECH 2022
Analogical Math Word Problems Solving with Enhanced Problem-Solution Association EMNLP 2022
Language Models Understand Us, Poorly EMNLP 2022
Transformer Language Models without Positional Encodings Still Learn Positional Information EMNLP 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking EMNLP 2022
The Effects of Corpus Choice and Morphosyntax on Multilingual Space Induction EMNLP 2022
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning NAACL 2022
CLMLF:A Contrastive Learning and Multi-Layer Fusion Method for Multimodal Sentiment Detection NAACL 2022
3D Infomax improves GNNs for Molecular Property Prediction ICML 2022
Hypergraph Structure Learning for Hypergraph Neural Networks IJCAI 2022
Effective Pretraining Objectives for Transformer-based Autoencoders EMNLP 2022
Unsupervised Domain Adaptation for Joint Information Extraction EMNLP 2022
Exploring representation learning for small-footprint keyword spotting INTERSPEECH 2022
Data Augmentation as Feature Manipulation ICML 2022