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feature learning

1309 papers

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Co-occurring keywords

representation learning (6174) convolutional neural network (4216) neural network (6616) image classification (1943) unsupervised learning (3255) domain adaptation (4578) object detection (2759) transfer learning (5442) self-supervised learning (3751) deep learning (2111)

Papers

Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks NIPS 2023
Harmonious Feature Learning for Interactive Hand-Object Pose Estimation CVPR 2023
PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023
Explicit Boundary Guided Semi-Push-Pull Contrastive Learning for Supervised Anomaly Detection CVPR 2023
When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023
Learn From One Specialized Sub-Teacher: One-to-One Mapping for Feature-Based Knowledge Distillation EMNLP 2023
Learning useful representations for shifting tasks and distributions ICML 2023
Learning Topology-Specific Experts for Molecular Property Prediction AAAI 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023
Flora: Dual-Frequency LOss-Compensated ReAl-Time Monocular 3D Video Reconstruction AAAI 2023
Aggregating Multiple Heuristic Signals as Supervision for Unsupervised Automated Essay Scoring ACL 2023
Language-Assisted 3D Feature Learning for Semantic Scene Understanding AAAI 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023
Enhancing Language Representation with Constructional Information for Natural Language Understanding ACL 2023
Spurious Features Everywhere - Large-Scale Detection of Harmful Spurious Features in ImageNet ICCV 2023
User-Controllable Arbitrary Style Transfer via Entropy Regularization AAAI 2023
Learning Optimal Features via Partial Invariance AAAI 2023
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NIPS 2023
Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023
MRI Imputation Based on Fused Index- and Intensity-Registration WACV 2023
Simplicity Bias in 1-Hidden Layer Neural Networks NIPS 2023
A Randomized Subspace-based Approach for Dimensionality Reduction and Important Variable Selection JMLR 2023
Stubborn Lexical Bias in Data and Models ACL 2023
Controllable Guide-Space for Generalizable Face Forgery Detection ICCV 2023