conftrace_

model generalization

190 papers

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Co-occurring keywords

neural network (6616) transfer learning (5449) text classification (6793) domain generalization (1522) large language model (13587) neural network optimization (1293) knowledge distillation (3725) data augmentation (3052) representation learning (6206) federated learning (1333)

Papers

Checking HateCheck: a cross-functional analysis of behaviour-aware learning for hate speech detection ACL 2022
The Devil Is in the Margin: Margin-Based Label Smoothing for Network Calibration CVPR 2022
BoosterNet: Improving Domain Generalization of Deep Neural Nets Using Culpability-Ranked Features CVPR 2022
Towards Robust Vision Transformer CVPR 2022
Collaborative Group Learning AAAI 2021
Even your Teacher Needs Guidance: Ground-Truth Targets Dampen Regularization Imposed by Self-Distillation NIPS 2021
Beyond Reptile: Meta-Learned Dot-Product Maximization between Gradients for Improved Single-Task Regularization EMNLP 2021
Learning Data Augmentation With Online Bilevel Optimization for Image Classification WACV 2021
SelfReg: Self-Supervised Contrastive Regularization for Domain Generalization ICCV 2021
Training Dynamic based data filtering may not work for NLP datasets EMNLP 2021
Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics EMNLP 2021
TopGuNN: Fast NLP Training Data Augmentation using Large Corpora NAACL 2021
Peer Collaborative Learning for Online Knowledge Distillation AAAI 2021
Troubleshooting Blind Image Quality Models in the Wild CVPR 2021
Causal Attention for Vision-Language Tasks CVPR 2021
Improving Model Generalization: A Chinese Named Entity Recognition Case Study ACL 2021
On Large-Cohort Training for Federated Learning NIPS 2021
Meta Gradient Adversarial Attack ICCV 2021
On the Predictability of Pruning Across Scales ICML 2021
Learning to Learn to be Right for the Right Reasons NAACL 2021
Robust Regularization with Adversarial Labelling of Perturbed Samples IJCAI 2021
An Empirical Study on Neural Keyphrase Generation NAACL 2021
Efficient Generalization with Distributionally Robust Learning NIPS 2021
RL Generalization in a Theory of Mind Game Through a Sleep Metaphor (Student Abstract) AAAI 2021
ARCH: Efficient Adversarial Regularized Training with Caching EMNLP 2021