conftrace_

invariant learning

39 papers

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Co-occurring keywords

domain generalization (1522) out-of-distribution generalization (408) graph neural network (3962) causal inference (1630) distribution shift (722) neural network (6616) spurious correlation (279) domain adaptation (4595) graph representation learning (246) representation learning (6206)

Papers

Learning invariant weights in neural networks UAI 2022
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift NIPS 2022
Learning Invariant Graph Representations for Out-of-Distribution Generalization NIPS 2022
Environment Diversification with Multi-head Neural Network for Invariant Learning NIPS 2022
Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs NIPS 2022
On Equivariant and Invariant Learning of Object Landmark Representations ICCV 2021
DistAI: Data-Driven Automated Invariant Learning for Distributed Protocols OSDI 2021
Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021
Heterogeneous Risk Minimization ICML 2021
Adaptive Methods for Real-World Domain Generalization CVPR 2021
Integrated Latent Heterogeneity and Invariance Learning in Kernel Space NIPS 2021
Environment Inference for Invariant Learning ICML 2021
Learning Invariants through Soft Unification NIPS 2020
Invariant Rationalization ICML 2020