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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

Unsupervised Correlation Analysis CVPR 2018
Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018
Disentangling Features in 3D Face Shapes for Joint Face Reconstruction and Recognition CVPR 2018
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018
OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning CVPR 2018
Revisiting Deep Intrinsic Image Decompositions CVPR 2018
On Learning Better Embeddings from Chinese Clinical Records: Study on Combining In-Domain and Out-Domain Data ACL 2018
Exploring Semantic Properties of Sentence Embeddings ACL 2018
Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018
What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018
Learning Domain-Sensitive and Sentiment-Aware Word Embeddings ACL 2018
Autoencoder as Assistant Supervisor: Improving Text Representation for Chinese Social Media Text Summarization ACL 2018
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding ACL 2018
Connecting Supervised and Unsupervised Sentence Embeddings ACL 2018
Similarity-Based Reconstruction Loss for Meaning Representation EMNLP 2018
Multi-view Models for Political Ideology Detection of News Articles EMNLP 2018
Dissecting Contextual Word Embeddings: Architecture and Representation EMNLP 2018
WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018
Memory, Show the Way: Memory Based Few Shot Word Representation Learning EMNLP 2018
FoldingNet: Point Cloud Auto-Encoder via Deep Grid Deformation CVPR 2018
BinGAN: Learning Compact Binary Descriptors with a Regularized GAN NIPS 2018
Phonetic Vector Representations for Sound Sequence Alignment EMNLP 2018
Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018
Deep RNNs Encode Soft Hierarchical Syntax ACL 2018
Trading robust representations for sample complexity through self-supervised visual experience NIPS 2018