conftrace_

bi-level optimization

149 papers

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Also known as

BLO

Co-occurring keywords

neural network (6616) neural architecture search (666) knowledge distillation (3725) domain adaptation (4595) few-shot learning (3398) representation learning (6206) graph neural network (3962) adversarial attack (1621) gradient descent (1144) self-supervised learning (3777)

Papers

Towards Robust Model Reuse in the Presence of Latent Domains IJCAI 2021
Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation NIPS 2021
Rethinking Bi-Level Optimization in Neural Architecture Search: A Gibbs Sampling Perspective AAAI 2021
Debiasing a First-order Heuristic for Approximate Bi-level Optimization ICML 2021
A Value-Function-based Interior-point Method for Non-convex Bi-level Optimization ICML 2021
Graph Contrastive Learning Automated ICML 2021
Temporally Correlated Task Scheduling for Sequence Learning ICML 2021
LeeBERT: Learned Early Exit for BERT with cross-level optimization IJCNLP 2021
Boosting Weakly Supervised Object Detection via Learning Bounding Box Adjusters ICCV 2021
Robust Watermarking for Deep Neural Networks via Bi-Level Optimization ICCV 2021
GLISTER: Generalization based Data Subset Selection for Efficient and Robust Learning AAAI 2021
Bi-level Score Matching for Learning Energy-based Latent Variable Models NIPS 2020
Learning to Utilize Shaping Rewards: A New Approach of Reward Shaping NIPS 2020
A Bi-level Formulation for Label Noise Learning with Spectral Cluster Discovery IJCAI 2020
Provable Representation Learning for Imitation Learning via Bi-level Optimization ICML 2020
Building Calibrated Deep Models via Uncertainty Matching with Auxiliary Interval Predictors AAAI 2020
A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020
Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020
Learning Intrinsic Rewards as a Bi-Level Optimization Problem UAI 2020
Privacy-Preserving Obfuscation of Critical Infrastructure Networks IJCAI 2019
Efficient Regularization Parameter Selection for Latent Variable Graphical Models via Bi-Level Optimization IJCAI 2019
Parametric Majorization for Data-Driven Energy Minimization Methods ICCV 2019
Fast and Practical Neural Architecture Search ICCV 2019
Bi-Level Path Following for Cross Validated Solution of Kernel Quantile Regression JMLR 2009