conftrace_

feature extractor

81 papers

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Co-occurring keywords

feature extraction (1580) representation learning (6206) few-shot learning (3398) transfer learning (5449) catastrophic forgetting (958) neural network (6616) continual learning (1181) image classification (1944) class-incremental learning (154) domain adaptation (4595)

Papers

Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance ICCV 2023
Compositional Prototypical Networks for Few-Shot Classification AAAI 2023
Regularizing Neural Networks with Meta-Learning Generative Models NIPS 2023
Learning Compact Features via In-Training Representation Alignment AAAI 2023
Few-Shot Class-Incremental Learning via Training-Free Prototype Calibration NIPS 2023
Does Continual Learning Meet Compositionality? New Benchmarks and An Evaluation Framework NIPS 2023
A Gift from Label Smoothing: Robust Training with Adaptive Label Smoothing via Auxiliary Classifier under Label Noise AAAI 2023
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning AAAI 2023
Diffusion-based Visual Representation Learning for Medical Question Answering ACML 2023
FeTrIL: Feature Translation for Exemplar-Free Class-Incremental Learning WACV 2023
On the Stability-Plasticity Dilemma of Class-Incremental Learning CVPR 2023
Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023
Teamwork Is Not Always Good: An Empirical Study of Classifier Drift in Class-incremental Information Extraction ACL 2023
High-Frequency Stereo Matching Network CVPR 2023
Visual DNA: Representing and Comparing Images Using Distributions of Neuron Activations CVPR 2023
CoKe: Contrastive Learning for Robust Keypoint Detection WACV 2023
CDTA: A Cross-Domain Transfer-Based Attack with Contrastive Learning AAAI 2023
Proxy Anchor-based Unsupervised Learning for Continuous Generalized Category Discovery ICCV 2023
LightGlue: Local Feature Matching at Light Speed ICCV 2023
PoF: Post-Training of Feature Extractor for Improving Generalization ICML 2022
TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022
Contrast To Divide: Self-Supervised Pre-Training for Learning With Noisy Labels WACV 2022
FeLMi : Few shot Learning with hard Mixup NIPS 2022
Decomposed Knowledge Distillation for Class-Incremental Semantic Segmentation NIPS 2022
Deep Segment Model for Acoustic Scene Classification INTERSPEECH 2022