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feature space
feature space
219 papers
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representation learning
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feature learning
(1311)
domain adaptation
(4595)
neural network
(6616)
convolutional neural network
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contrastive learning
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kernel methods
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out-of-distribution detection
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Papers
Tabular Learnwares Can Be Repurposed for Seemingly Irrelevant New Tasks
AAAI 2026
ImageBindDC: Compressing Multi-modal Data with ImageBind-based Condensation
AAAI 2026
DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning
WACV 2026
Classifier-induced Reciprocal Points for Multi-label Open-set Recognition
AAAI 2026
S2-Boost: Synergistic Semantic Boosting for Coarse-to-Fine Ensemble Learning
AAAI 2026
Ellipsoid-Based Decision Boundaries for Open Intent Classification
AAAI 2026
Split-Layer: Enhancing Implicit Neural Representation by Maximizing the Dimensionality of Feature Space
AAAI 2026
Multilingual Learning Strategies in Multilingual Large Language Models
EMNLP 2025
G2SF: Geometry-Guided Score Fusion for Multimodal Industrial Anomaly Detection
ICCV 2025
Pseudo Informative Episode Construction for Few-Shot Class-Incremental Learning
AAAI 2025
Meta-Learning Dynamic Center Distance: Hard Sample Mining for Learning with Noisy Labels
ICCV 2025
Dynamic and Adaptive Feature Generation with LLM
IJCAI 2025
Hierarchical Features Matter: A Deep Exploration of Progressive Parameterization Method for Dataset Distillation
CVPR 2025
FedCS: Coreset Selection for Federated Learning
CVPR 2025
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering
IJCAI 2025
Covariance-Based Space Regularization for Few-Shot Class Incremental Learning
WACV 2025
On the Discrimination and Consistency for Exemplar-Free Class Incremental Learning
IJCAI 2025
Handling Spatial-Temporal Data Heterogeneity for Federated Continual Learning via Tail Anchor
CVPR 2025
A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models
CVPR 2025
A Tiny Change, A Giant Leap: Long-Tailed Class-Incremental Learning via Geometric Prototype Alignment
ICCV 2025
ESC: Erasing Space Concept for Knowledge Deletion
CVPR 2025
Attraction Diminishing and Distributing for Few-Shot Class-Incremental Learning
CVPR 2025
Looking at Model Debiasing through the Lens of Anomaly Detection
WACV 2025
Looking in the Mirror: A Faithful Counterfactual Explanation Method for Interpreting Deep Image Classification Models
ICCV 2025
GBRIP: Granular Ball Representation for Imbalanced Partial Label Learning
AAAI 2025
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