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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

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
Learning Smooth and Fair Representations AISTATS 2021
Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021
Geometrically Enriched Latent Spaces AISTATS 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Generalizing to Unseen Domains: A Survey on Domain Generalization IJCAI 2021
Modeling Fine-Grained Entity Types with Box Embeddings ACL 2021
Distributed Representations of Emotion Categories in Emotion Space ACL 2021