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Representation Learning

2843 directly classified papers

Papers per year

Papers

Probabilistic Embeddings for Cross-Modal Retrieval CVPR 2021
Jigsaw Clustering for Unsupervised Visual Representation Learning CVPR 2021
DI-Fusion: Online Implicit 3D Reconstruction With Deep Priors CVPR 2021
Pretraining Representations for Data-Efficient Reinforcement Learning NIPS 2021
Exploiting Domain-Specific Features to Enhance Domain Generalization NIPS 2021
How Fine-Tuning Allows for Effective Meta-Learning NIPS 2021
Estimating Disentangled Belief about Hidden State and Hidden Task for Meta-Reinforcement Learning L4DC 2021
Energy-Based Learning for Scene Graph Generation CVPR 2021
Building Reliable Explanations of Unreliable Neural Networks: Locally Smoothing Perspective of Model Interpretation CVPR 2021
DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021
Self-Attention Based Text Knowledge Mining for Text Detection CVPR 2021
Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021
DeepCollaboration: Collaborative Generative and Discriminative Models for Class Incremental Learning AAAI 2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing AAAI 2021
Fourier Bases for Solving Permutation Puzzles AISTATS 2021
On the Effect of Auxiliary Tasks on Representation Dynamics AISTATS 2021
On Semantic Similarity in Video Retrieval CVPR 2021
Unsupervised Feature Learning by Cross-Level Instance-Group Discrimination CVPR 2021
Learning Self-Consistency for Deepfake Detection ICCV 2021
Inverse Decision Modeling: Learning Interpretable Representations of Behavior ICML 2021
A Practical Method for Constructing Equivariant Multilayer Perceptrons for Arbitrary Matrix Groups ICML 2021
Cluster Analysis of Online Mental Health Discourse using Topic-Infused Deep Contextualized Representations EACL 2021
Generalizable Person Re-Identification With Relevance-Aware Mixture of Experts CVPR 2021
Integrating Higher-Level Semantics into Robust Biomedical Name Representations EACL 2021
Extending Neural Keyword Extraction with TF-IDF tagset matching EACL 2021