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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

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
Nonlinear Sufficient Dimension Reduction with a Stochastic Neural Network NIPS 2022
Imbalance Trouble: Revisiting Neural-Collapse Geometry NIPS 2022
Evaluated CMI Bounds for Meta Learning: Tightness and Expressiveness NIPS 2022
Label-Aware Global Consistency for Multi-Label Learning with Single Positive Labels NIPS 2022
On global convergence of ResNets: From finite to infinite width using linear parameterization NIPS 2022
Uncertainty-Aware Hierarchical Refinement for Incremental Implicitly-Refined Classification NIPS 2022
ComGAN: Unsupervised Disentanglement and Segmentation via Image Composition NIPS 2022
Scene Consistency Representation Learning for Video Scene Segmentation CVPR 2022
Improving Video Model Transfer With Dynamic Representation Learning CVPR 2022
Late Fusion with Triplet Margin Objective for Multimodal Ideology Prediction and Analysis EMNLP 2022
Representation Compensation Networks for Continual Semantic Segmentation CVPR 2022
Locality-Aware Inter- and Intra-Video Reconstruction for Self-Supervised Correspondence Learning CVPR 2022
Fine-Grained Object Classification via Self-Supervised Pose Alignment CVPR 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings NIPS 2022
Multi-Instance Causal Representation Learning for Instance Label Prediction and Out-of-Distribution Generalization NIPS 2022
Learning Manifold Dimensions with Conditional Variational Autoencoders NIPS 2022
Structuring Representations Using Group Invariants NIPS 2022
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective NIPS 2022