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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

Deep Mutual Information Maximin for Cross-Modal Clustering AAAI 2021
Tailoring Embedding Function to Heterogeneous Few-Shot Tasks by Global and Local Feature Adaptors AAAI 2021
Learning with Noisy Correspondence for Cross-modal Matching NIPS 2021
GraphFormers: GNN-nested Transformers for Representation Learning on Textual Graph NIPS 2021
Independent mechanism analysis, a new concept? NIPS 2021
Improving Compositionality of Neural Networks by Decoding Representations to Inputs NIPS 2021
Artistic Style Transfer with Internal-external Learning and Contrastive Learning NIPS 2021
Multi-Scale Representation Learning on Proteins NIPS 2021
Domain Adaptation with Invariant Representation Learning: What Transformations to Learn? NIPS 2021
Asymptotics of representation learning in finite Bayesian neural networks NIPS 2021
Learning Semantic Representations to Verify Hardware Designs NIPS 2021
SubTab: Subsetting Features of Tabular Data for Self-Supervised Representation Learning NIPS 2021
Relative Flatness and Generalization NIPS 2021
Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NIPS 2021
Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NIPS 2021
Self-Supervised Learning with Data Augmentations Provably Isolates Content from Style NIPS 2021
Motif-based Graph Self-Supervised Learning for Molecular Property Prediction NIPS 2021
Multiresolution Knowledge Distillation for Anomaly Detection CVPR 2021
Improving Calibration for Long-Tailed Recognition CVPR 2021
Student-Teacher Learning From Clean Inputs to Noisy Inputs CVPR 2021
Contrastive Clustering AAAI 2021
Distinct Label Representations for Few-Shot Text Classification ACL 2021
Pre-training Methods for Neural Machine Translation ACL 2021
Unsupervised Learning of Compositional Energy Concepts NIPS 2021
Class-Incremental Learning via Dual Augmentation NIPS 2021