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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

Soteria: Provable Defense Against Privacy Leakage in Federated Learning From Representation Perspective CVPR 2021
Melodic Phrase Attention Network for Symbolic Data-based Music Genre Classification (Student Abstract) AAAI 2021
On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021
Multi-Task Reinforcement Learning with Context-based Representations ICML 2021
Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021
Can contrastive learning avoid shortcut solutions? NIPS 2021
RRL: Resnet as representation for Reinforcement Learning ICML 2021
Contrastive Neural Processes for Self-Supervised Learning ACML 2021
Dynamic Popularity-Aware Contrastive Learning for Recommendation ACML 2021
Deep Structural Contrastive Subspace Clustering ACML 2021
LRSC: Learning Representations for Subspace Clustering AAAI 2021
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning AAAI 2021
Learning from History: Modeling Temporal Knowledge Graphs with Sequential Copy-Generation Networks AAAI 2021
Adaptive Knowledge Driven Regularization for Deep Neural Networks AAAI 2021
Temporal Predictive Coding For Model-Based Planning In Latent Space ICML 2021
Code Completion by Modeling Flattened Abstract Syntax Trees as Graphs AAAI 2021
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers AISTATS 2021
Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021
Encoding Temporal and Spatial Vessel Context using Self-Supervised Learning Model (Student Abstract) AAAI 2021
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021
Siamese Network with wav2vec Feature for Spoofing Speech Detection INTERSPEECH 2021
ORCA-SLANG: An Automatic Multi-Stage Semi-Supervised Deep Learning Framework for Large-Scale Killer Whale Call Type Identification INTERSPEECH 2021
No Fear of Heterogeneity: Classifier Calibration for Federated Learning with Non-IID Data NIPS 2021
VoiceMixer: Adversarial Voice Style Mixup NIPS 2021
Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems NIPS 2021