conftrace_

feature representation

505 papers

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Co-occurring keywords

representation learning (6206) convolutional neural network (4226) transfer learning (5449) person re-identification (555) contrastive learning (4032) neural network (6616) image classification (1944) self-supervised learning (3777) attention mechanism (4001) metric learning (1190)

Papers

DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022
Towards Versatile Pedestrian Detector with Multisensory-Matching and Multispectral Recalling Memory AAAI 2022
Imperceptible Backdoor Attack: From Input Space to Feature Representation IJCAI 2022
Spatio-temporal Sign Language Representation and Translation EMNLP 2022
Detection and Localization of Facial Expression Manipulations WACV 2022
Video Salient Object Detection via Contrastive Features and Attention Modules WACV 2022
Knowledge Distillation As Efficient Pre-Training: Faster Convergence, Higher Data-Efficiency, and Better Transferability CVPR 2022
On Feature Learning in the Presence of Spurious Correlations NIPS 2022
Personalized Image Aesthetics Assessment With Rich Attributes CVPR 2022
Provable Lifelong Learning of Representations AISTATS 2022
Balanced Contrastive Learning for Long-Tailed Visual Recognition CVPR 2022
The Norm Must Go On: Dynamic Unsupervised Domain Adaptation by Normalization CVPR 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation CVPR 2022
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification AAAI 2022
Datamodels: Understanding Predictions with Data and Data with Predictions ICML 2022
CAiD: Context-Aware Instance Discrimination for Self-supervised Learning in Medical Imaging MIDL 2022
Dual Contrastive Learning for General Face Forgery Detection AAAI 2022
Revisiting the Transferability of Supervised Pretraining: An MLP Perspective CVPR 2022
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks CVPR 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning NIPS 2022
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification AAAI 2022
Frustratingly Easy Transferability Estimation ICML 2022
LaSSL: Label-Guided Self-Training for Semi-supervised Learning AAAI 2022