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Papers
SemanticNN: Compressive and Error-Resilient Semantic Offloading for Extremely Weak Devices
AAAI 2026
Aligning Contrastive Multiple Clusterings with User Interests
IJCAI 2025
Context-aware Graph Neural Network for Graph-based Fraud Detection with Extremely Limited Labels
AAAI 2025
DFCA: Disentangled Feature Contrastive Learning and Augmentation for Fairer Dermatological Diagnostics
IJCAI 2025
Diffusion-based Source-biased Model for Single Domain Generalized Object Detection
ICCV 2025
Dynamics-Based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction
AAAI 2025
ESCNet:Edge-Semantic Collaborative Network for Camouflaged Object Detection
ICCV 2025
Feature Augmentation Based Test-Time Adaptation
WACV 2025
Generalized Zero-Shot Classification via Semantics-Free Inter-Class Feature Generation
CVPR 2025
Linear Bandits with Partially Observable Features
ICML 2025
Multi-Label Few-Shot Image Classification via Pairwise Feature Augmentation and Flexible Prompt Learning
AAAI 2025
ProMEA: Prompt-driven Expansion and Alignment for Single Domain Generalization
IJCAI 2025
RCP-Bench: Benchmarking Robustness for Collaborative Perception Under Diverse Corruptions
CVPR 2025
Strategic Base Representation Learning via Feature Augmentations for Few-Shot Class Incremental Learning
WACV 2025
Take the Bull by the Horns: Learning to Segment Hard Samples
CVPR 2025
When GNNs meet symmetry in ILPs: an orbit-based feature augmentation approach
ICLR 2025
Community-Invariant Graph Contrastive Learning
ICML 2024
Cross-Class Feature Augmentation for Class Incremental Learning
AAAI 2024
Cross-Domain Feature Augmentation for Domain Generalization
IJCAI 2024
FAKD: Feature Augmented Knowledge Distillation for Semantic Segmentation
WACV 2024
Feature-augmented model for multilingual discourse relation classification
EACL 2024
FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion
NeurIPS 2024
Knowledge Distillation for Tiny Speech Enhancement with Latent Feature Augmentation
Interspeech 2024
Learning Class and Domain Augmentations for Single-Source Open-Domain Generalization
WACV 2024
Multi-layer Rehearsal Feature Augmentation for Class-Incremental Learning
ICML 2024