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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

Patch-Level Representation Learning for Self-Supervised Vision Transformers CVPR 2022
Rethinking Controllable Variational Autoencoders CVPR 2022
A Simple Data Mixing Prior for Improving Self-Supervised Learning CVPR 2022
Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks CVPR 2022
Crafting Better Contrastive Views for Siamese Representation Learning CVPR 2022
Continual Learning for Visual Search With Backward Consistent Feature Embedding CVPR 2022
Rethinking Generalization in Few-Shot Classification NIPS 2022
Evaluating Latent Space Robustness and Uncertainty of EEG-ML Models under Realistic Distribution Shifts NIPS 2022
Deep Generative Model for Periodic Graphs NIPS 2022
Model Zoos: A Dataset of Diverse Populations of Neural Network Models NIPS 2022
FIRE: Semantic Field of Words Represented as Non-Linear Functions NIPS 2022
Expectation-Maximization Contrastive Learning for Compact Video-and-Language Representations NIPS 2022
TreeMoCo: Contrastive Neuron Morphology Representation Learning NIPS 2022
R3M: A Universal Visual Representation for Robot Manipulation CORL 2022
PLATO: Predicting Latent Affordances Through Object-Centric Play CORL 2022
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale CORL 2022
Exploring Representation-level Augmentation for Code Search EMNLP 2022
HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022
Tailoring Visual Object Representations to Human Requirements: A Case Study with a Recycling Robot CORL 2022
Learning Representations that Enable Generalization in Assistive Tasks CORL 2022
FedSR: A Simple and Effective Domain Generalization Method for Federated Learning NIPS 2022
Self-Supervised Learning with an Information Maximization Criterion NIPS 2022
Rethinking the compositionality of point clouds through regularization in the hyperbolic space NIPS 2022
Learning Concept Credible Models for Mitigating Shortcuts NIPS 2022