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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

LocTex: Learning Data-Efficient Visual Representations From Localized Textual Supervision ICCV 2021
Provable Representation Learning for Imitation with Contrastive Fourier Features NIPS 2021
CNN and Deep Sets for End-to-End Whole Slide Image Representation Learning MIDL 2021
Farewell to Mutual Information: Variational Distillation for Cross-Modal Person Re-Identification CVPR 2021
Learning Placeholders for Open-Set Recognition CVPR 2021
Adaptive Cross-Modal Prototypes for Cross-Domain Visual-Language Retrieval CVPR 2021
Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion INTERSPEECH 2021
Adversarially Learning Disentangled Speech Representations for Robust Multi-Factor Voice Conversion INTERSPEECH 2021
Mining Contextual Information Beyond Image for Semantic Segmentation ICCV 2021
Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution IJCNLP 2021
Introducing Orthogonal Constraint in Structural Probes IJCNLP 2021
Exploring wav2vec 2.0 on Speaker Verification and Language Identification INTERSPEECH 2021
Wasserstein Contrastive Representation Distillation CVPR 2021
On the Importance of Distractors for Few-Shot Classification ICCV 2021
Robust Representation Learning With Feedback for Single Image Deraining CVPR 2021
Cross-Modal Collaborative Representation Learning and a Large-Scale RGBT Benchmark for Crowd Counting CVPR 2021
Representation Learning via Global Temporal Alignment and Cycle-Consistency CVPR 2021
Benchmarking Representation Learning for Natural World Image Collections CVPR 2021
Self-Supervised Learning on 3D Point Clouds by Learning Discrete Generative Models CVPR 2021
Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021
Revisiting Knowledge Distillation: An Inheritance and Exploration Framework CVPR 2021
Partially View-Aligned Representation Learning With Noise-Robust Contrastive Loss CVPR 2021
Progressive Domain Expansion Network for Single Domain Generalization CVPR 2021
Universal Representation Learning From Multiple Domains for Few-Shot Classification ICCV 2021
Contrastive Attention Maps for Self-Supervised Co-Localization ICCV 2021