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

Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023

Hint-Aug: Drawing Hints From Foundation Vision Transformers Towards Boosted Few-Shot Parameter-Efficient Tuning CVPR 2023

Modality-Agnostic Debiasing for Single Domain Generalization CVPR 2023

One-to-Few Label Assignment for End-to-End Dense Detection CVPR 2023

Predicting Human Translation Difficulty Using Automatic Word Alignment ACL 2023

Generalizable Local Feature Pre-Training for Deformable Shape Analysis CVPR 2023

Bootstrapping Objectness From Videos by Relaxed Common Fate and Visual Grouping CVPR 2023

Token Contrast for Weakly-Supervised Semantic Segmentation CVPR 2023

GrowSP: Unsupervised Semantic Segmentation of 3D Point Clouds CVPR 2023

Towards Better Decision Forests: Forest Alternating Optimization CVPR 2023

Understanding Representation Learnability of Nonlinear Self-Supervised Learning AAAI 2023

PCA-based Multi-Task Learning: a Random Matrix Approach ICML 2023

FedBR: Improving Federated Learning on Heterogeneous Data via Local Learning Bias Reduction ICML 2023

Understanding and Improving Feature Learning for Out-of-Distribution Generalization NIPS 2023

Contrastive Multi-Task Dense Prediction AAAI 2023

Backward Feature Correction: How Deep Learning Performs Deep (Hierarchical) Learning COLT 2023

Exploring How Generative Adversarial Networks Learn Phonological Representations ACL 2023

Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023

Explaining Image Classifiers With Multiscale Directional Image Representation CVPR 2023

Deep Frequency Filtering for Domain Generalization CVPR 2023

Learning Topology-Specific Experts for Molecular Property Prediction AAAI 2023

Two-Way Multi-Label Loss CVPR 2023

When Online Learning Meets ODE: Learning without Forgetting on Variable Feature Space AAAI 2023

Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023

Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking ICCV 2023