Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xiran, Zhang, Jian, Qi, Lei, Shi, Yinghuan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning
by: Peng, Ze, et al.
Published: (2025)
by: Peng, Ze, et al.
Published: (2025)
Towards the Connection between Activation Sparsity and Flat Minima
by: Peng, Ze, et al.
Published: (2026)
by: Peng, Ze, et al.
Published: (2026)
MLDGG: Meta-Learning for Domain Generalization on Graphs
by: Tian, Qin, et al.
Published: (2024)
by: Tian, Qin, et al.
Published: (2024)
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization
by: Jiang, Kai, et al.
Published: (2024)
by: Jiang, Kai, et al.
Published: (2024)
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
by: Anjum, Usman, et al.
Published: (2025)
by: Anjum, Usman, et al.
Published: (2025)
Humanoid-inspired Causal Representation Learning for Domain Generalization
by: Tao, Ze, et al.
Published: (2025)
by: Tao, Ze, et al.
Published: (2025)
Balancing Sparse RNNs with Hyperparameterization Benefiting Meta-Learning
by: Hershey, Quincy, et al.
Published: (2025)
by: Hershey, Quincy, et al.
Published: (2025)
MAGIC: Achieving Superior Model Merging via Magnitude Calibration
by: Li, Yayuan, et al.
Published: (2025)
by: Li, Yayuan, et al.
Published: (2025)
LibContinual: A Comprehensive Library towards Realistic Continual Learning
by: Li, Wenbin, et al.
Published: (2025)
by: Li, Wenbin, et al.
Published: (2025)
Concept Prerequisite Relation Prediction by Using Permutation-Equivariant Directed Graph Neural Networks
by: Qu, Xiran, et al.
Published: (2023)
by: Qu, Xiran, et al.
Published: (2023)
Feature Distillation is the Better Choice for Model-Heterogeneous Federated Learning
by: Li, Yichen, et al.
Published: (2025)
by: Li, Yichen, et al.
Published: (2025)
Directed Acyclic Graph Structure Learning from Dynamic Graphs
by: Fan, Shaohua, et al.
Published: (2022)
by: Fan, Shaohua, et al.
Published: (2022)
Federated Domain Generalization with Label Smoothing and Balanced Decentralized Training
by: Soltany, Milad, et al.
Published: (2024)
by: Soltany, Milad, et al.
Published: (2024)
Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning
by: Cheng, Yi, et al.
Published: (2024)
by: Cheng, Yi, et al.
Published: (2024)
Directed-MAML: Meta Reinforcement Learning Algorithm with Task-directed Approximation
by: Zhang, Yang, et al.
Published: (2025)
by: Zhang, Yang, et al.
Published: (2025)
Principled Understanding of Generalization for Generative Transformer Models in Arithmetic Reasoning Tasks
by: Xu, Xingcheng, et al.
Published: (2024)
by: Xu, Xingcheng, et al.
Published: (2024)
Meta-Learning Adaptive Loss Functions
by: Raymond, Christian, et al.
Published: (2023)
by: Raymond, Christian, et al.
Published: (2023)
PC$^2$: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval
by: Duan, Yue, et al.
Published: (2024)
by: Duan, Yue, et al.
Published: (2024)
Learning to Generalize Unseen Domains via Multi-Source Meta Learning for Text Classification
by: Hu, Yuxuan, et al.
Published: (2024)
by: Hu, Yuxuan, et al.
Published: (2024)
Exact Learning of Arithmetic with Differentiable Agents
by: Papazov, Hristo, et al.
Published: (2025)
by: Papazov, Hristo, et al.
Published: (2025)
Theoretical Tensions in RLHF: Reconciling Empirical Success with Inconsistencies in Social Choice Theory
by: Xiao, Jiancong, et al.
Published: (2025)
by: Xiao, Jiancong, et al.
Published: (2025)
Towards Cross Domain Generalization of Hamiltonian Representation via Meta Learning
by: Song, Yeongwoo, et al.
Published: (2022)
by: Song, Yeongwoo, et al.
Published: (2022)
Theoretical Analysis of Meta Reinforcement Learning: Generalization Bounds and Convergence Guarantees
by: Wang, Cangqing, et al.
Published: (2024)
by: Wang, Cangqing, et al.
Published: (2024)
An Enhanced Federated Prototype Learning Method under Domain Shift
by: Kuang, Liang, et al.
Published: (2024)
by: Kuang, Liang, et al.
Published: (2024)
Learning Domain- and Class-Disentangled Prototypes for Domain-Generalized EEG Emotion Recognition
by: Li, Guangli, et al.
Published: (2025)
by: Li, Guangli, et al.
Published: (2025)
Domain Adversarial Active Learning for Domain Generalization Classification
by: Chen, Jianting, et al.
Published: (2024)
by: Chen, Jianting, et al.
Published: (2024)
Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategies
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
Learning Robust Spectral Dynamics for Temporal Domain Generalization
by: Yu, En, et al.
Published: (2025)
by: Yu, En, et al.
Published: (2025)
Generalizable Heuristic Generation Through LLMs with Meta-Optimization
by: Shi, Yiding, et al.
Published: (2025)
by: Shi, Yiding, et al.
Published: (2025)
Arithmetic Control of LLMs for Diverse User Preferences: Directional Preference Alignment with Multi-Objective Rewards
by: Wang, Haoxiang, et al.
Published: (2024)
by: Wang, Haoxiang, et al.
Published: (2024)
Reinforcement Learning with Curriculum-inspired Adaptive Direct Policy Guidance for Truck Dispatching
by: Meng, Shi, et al.
Published: (2025)
by: Meng, Shi, et al.
Published: (2025)
Federated Graph Learning for Cross-Domain Recommendation
by: Yang, Ziqi, et al.
Published: (2024)
by: Yang, Ziqi, et al.
Published: (2024)
Operator Learning with Domain Decomposition for Geometry Generalization in PDE Solving
by: Huang, Jianing, et al.
Published: (2025)
by: Huang, Jianing, et al.
Published: (2025)
Meta-Learning Reinforcement Learning for Crypto-Return Prediction
by: Wang, Junqiao, et al.
Published: (2025)
by: Wang, Junqiao, et al.
Published: (2025)
Understanding and Enforcing Weight Disentanglement in Task Arithmetic
by: Liu, Shangge, et al.
Published: (2026)
by: Liu, Shangge, et al.
Published: (2026)
Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
by: Cho, Hanseul, et al.
Published: (2024)
by: Cho, Hanseul, et al.
Published: (2024)
Bus-Conditioned Zero-Shot Trajectory Generation via Task Arithmetic
by: Liu, Shuai, et al.
Published: (2026)
by: Liu, Shuai, et al.
Published: (2026)
Meta-Learning Transformers to Improve In-Context Generalization
by: Braccaioli, Lorenzo, et al.
Published: (2025)
by: Braccaioli, Lorenzo, et al.
Published: (2025)
MetaHGNIE: Meta-Path Induced Hypergraph Contrastive Learning in Heterogeneous Knowledge Graphs
by: Chen, Jiawen, et al.
Published: (2025)
by: Chen, Jiawen, et al.
Published: (2025)
The Choice of Divergence: A Neglected Key to Mitigating Diversity Collapse in Reinforcement Learning with Verifiable Reward
by: Li, Long, et al.
Published: (2025)
by: Li, Long, et al.
Published: (2025)
Similar Items
-
On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning
by: Peng, Ze, et al.
Published: (2025) -
Towards the Connection between Activation Sparsity and Flat Minima
by: Peng, Ze, et al.
Published: (2026) -
MLDGG: Meta-Learning for Domain Generalization on Graphs
by: Tian, Qin, et al.
Published: (2024) -
FEED: Fairness-Enhanced Meta-Learning for Domain Generalization
by: Jiang, Kai, et al.
Published: (2024) -
Domain-Generalization to Improve Learning in Meta-Learning Algorithms
by: Anjum, Usman, et al.
Published: (2025)