conftrace_

generalization performance

97 papers

Explore in graph

Co-occurring keywords

neural network (6616) neural network optimization (1293) stochastic gradient descent (1091) deep neural network (1803) gradient descent (1144) deep learning (2118) data augmentation (3052) loss landscape (149) learning rate (192) model selection (456)

Papers

Scalable Optimal Margin Distribution Machine IJCAI 2023
Training-Free Neural Active Learning with Initialization-Robustness Guarantees ICML 2023
Crafting Training Degradation Distribution for the Accuracy-Generalization Trade-off in Real-World Super-Resolution ICML 2023
The Role of Codeword-to-Class Assignments in Error-Correcting Codes: An Empirical Study AISTATS 2023
Towards Omni-generalizable Neural Methods for Vehicle Routing Problems ICML 2023
Mitigating Memorization of Noisy Labels by Clipping the Model Prediction ICML 2023
Three-Way Trade-Off in Multi-Objective Learning: Optimization, Generalization and Conflict-Avoidance NIPS 2023
Simplicity Bias in Transformers and their Ability to Learn Sparse Boolean Functions ACL 2023
Loss-Curvature Matching for Dataset Selection and Condensation AISTATS 2023
Understanding the Generalization Performance of Spectral Clustering Algorithms AAAI 2023
FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning NIPS 2023
Neural Processes with Stability NIPS 2023
Normalization Layers Are All That Sharpness-Aware Minimization Needs NIPS 2023
Global Knowledge Calibration for Fast Open-Vocabulary Segmentation ICCV 2023
Understanding Gradient Regularization in Deep Learning: Efficient Finite-Difference Computation and Implicit Bias ICML 2023
Exploiting Explainable Metrics for Augmented SGD CVPR 2022
DAVINZ: Data Valuation using Deep Neural Networks at Initialization ICML 2022
NAS-VAD: Neural Architecture Search for Voice Activity Detection INTERSPEECH 2022
Does it Really Generalize Well on Unseen Data? Systematic Evaluation of Relational Triple Extraction Methods NAACL 2022
Deep Networks on Toroids: Removing Symmetries Reveals the Structure of Flat Regions in the Landscape Geometry ICML 2022
Deep Active Learning by Leveraging Training Dynamics NIPS 2022
A Reparametrization-Invariant Sharpness Measure Based on Information Geometry NIPS 2022
When Do Flat Minima Optimizers Work? NIPS 2022
Redundant representations help generalization in wide neural networks NIPS 2022
Unifying and Boosting Gradient-Based Training-Free Neural Architecture Search NIPS 2022