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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

Spatial Ensemble: a Novel Model Smoothing Mechanism for Student-Teacher Framework NIPS 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021
Characterizing Structural Regularities of Labeled Data in Overparameterized Models ICML 2021
Graph Contrastive Clustering ICCV 2021
Open Domain Generalization with Domain-Augmented Meta-Learning CVPR 2021
Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning CVPR 2021
Partial Feature Selection and Alignment for Multi-Source Domain Adaptation CVPR 2021
Nearest Neighbor Matching for Deep Clustering CVPR 2021
Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021
Learning Representations by Humans, for Humans ICML 2021
GeomCA: Geometric Evaluation of Data Representations ICML 2021
Benchmarks, Algorithms, and Metrics for Hierarchical Disentanglement ICML 2021
Disentangling Representations of Text by Masking Transformers EMNLP 2021
Applying the Information Bottleneck Principle to Prosodic Representation Learning INTERSPEECH 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching ICML 2021
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding Spaces EACL 2021
Pre-training Universal Language Representation IJCNLP 2021
Align Voting Behavior with Public Statements for Legislator Representation Learning IJCNLP 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
On Linear Identifiability of Learned Representations ICML 2021
Sketch based Memory for Neural Networks AISTATS 2021
Decomposed Mutual Information Estimation for Contrastive Representation Learning ICML 2021
Robust Representation Learning via Perceptual Similarity Metrics ICML 2021
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition CVPR 2020
RankMI: A Mutual Information Maximizing Ranking Loss CVPR 2020