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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

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
Style is NOT a single variable: Case Studies for Cross-Stylistic Language Understanding ACL 2021
Structural Pre-training for Dialogue Comprehension ACL 2021
Does My Representation Capture X? Probe-Ably ACL 2021
Learn The Big Picture: Representation Learning for Clustering ACL 2021
Co-Design of Communication and Machine Inference for Cloud Robotics RSS 2021
MorphVAE: Generating Neural Morphologies from 3D-Walks using a Variational Autoencoder with Spherical Latent Space ICML 2021
GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021
Learning Matching Representations for Individualized Organ Transplantation Allocation AISTATS 2021
Learning Contact Dynamics using Physically Structured Neural Networks AISTATS 2021
Graph Mixture Density Networks ICML 2021
Re-understanding Finite-State Representations of Recurrent Policy Networks ICML 2021
Commutative Lie Group VAE for Disentanglement Learning ICML 2021
Neural Stylistic Response Generation with Disentangled Latent Variables ACL 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases ACL 2021
Latent Gaussian process with composite likelihoods and numerical quadrature AISTATS 2021
Embracing Ambiguity: Shifting the Training Target of NLI Models ACL 2021
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio ACL 2021
Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification ACL 2021