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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

A Cross-Task Analysis of Text Span Representations ACL 2020
Learning to Observe: Approximating Human Perceptual Thresholds for Detection of Suprathreshold Image Transformations CVPR 2020
PatchVAE: Learning Local Latent Codes for Recognition CVPR 2020
Transformation GAN for Unsupervised Image Synthesis and Representation Learning CVPR 2020
Deep Representation Learning on Long-Tailed Data: A Learnable Embedding Augmentation Perspective CVPR 2020
Lightweight Multi-View 3D Pose Estimation Through Camera-Disentangled Representation CVPR 2020
Context Mover’s Distance & Barycenters: Optimal Transport of Contexts for Building Representations AISTATS 2020
Hyperbolic Manifold Regression AISTATS 2020
Quantifying the Contextualization of Word Representations with Semantic Class Probing EMNLP 2020
PTUM: Pre-training User Model from Unlabeled User Behaviors via Self-supervision EMNLP 2020
LSTMs Compose—and Learn—Bottom-Up EMNLP 2020
What’s so special about BERT’s layers? A closer look at the NLP pipeline in monolingual and multilingual models EMNLP 2020
Evaluating Word Embeddings on Low-Resource Languages EMNLP 2020
Fair Embedding Engine: A Library for Analyzing and Mitigating Gender Bias in Word Embeddings EMNLP 2020
Unsupervised Learning From Video With Deep Neural Embeddings CVPR 2020
Exploit Clues From Views: Self-Supervised and Regularized Learning for Multiview Object Recognition CVPR 2020
Towards Backward-Compatible Representation Learning CVPR 2020
Modularized Syntactic Neural Networks for Sentence Classification EMNLP 2020
Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing EMNLP 2020
Revealing the Myth of Higher-Order Inference in Coreference Resolution EMNLP 2020
Distance Metric Learning with Joint Representation Diversification ICML 2020
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations ICML 2020
Data-Efficient Image Recognition with Contrastive Predictive Coding ICML 2020
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation ICML 2020
Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification ICML 2020