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Papers
Decoupling Generalization and Adaptation in Meta-Learning for Large Language Models
ACL 2026
MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization
ACL 2026
Meta-GAIN for Missing Data Imputation
AAAI 2026
Neural Mixture Density Processes
CVPR 2026
TamEdit: Trajectory-Aware Meta-Learning for Specificity-Preserving Continual Knowledge Editing
ACL 2026
AdaptAgent: Adapting Multimodal Web Agents with Few-Shot Learning from Human Demonstrations
ACL 2025
ADIOS: Antibody Development via Opponent Shaping
ICML 2025
A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning
AAAI 2025
Disentangled Multi-Context Meta-Learning: Unlocking Robust and Generalized Task Learning
CoRL 2025
Drug-TTA: Test-Time Adaptation for Drug Virtual Screening via Multi-task Meta-Auxiliary Learning
ICML 2025
Learning from Noisy Labels via Self-Taught On-the-Fly Meta Loss Rescaling
AAAI 2025
Learning to Quantize for Training Vector-Quantized Networks
ICML 2025
Meta Flow Matching: Integrating Vector Fields on the Wasserstein Manifold
ICLR 2025
Meta Label Correction with Generalization Regularizer
IJCAI 2025
Meta-Unlearning on Diffusion Models: Preventing Relearning Unlearned Concepts
ICCV 2025
Mixture of Online and Offline Experts for Non-Stationary Time Series
AAAI 2025
Personalized Label Inference Attack in Federated Transfer Learning via Contrastive Meta Learning
AAAI 2025
Sparse Autoencoders Do Not Find Canonical Units of Analysis
ICLR 2025
ST-GCond: Self-supervised and Transferable Graph Dataset Condensation
ICLR 2025
Task Generalization with Autoregressive Compositional Structure: Can Learning from D Tasks Generalize to D^T Tasks?
ICML 2025
The Ranking Trick: A Simple and Robust Alternative to Score-Based Regression for AutoML
AutoML 2025
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction
ICML 2025
UniMatch: Universal Matching from Atom to Task for Few-Shot Drug Discovery
ICLR 2025
Accelerating physics-informed neural fields for fast CT perfusion analysis in acute ischemic stroke
MIDL 2024
Any-Way Meta Learning
AAAI 2024