conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Neural Network Optimization

3,648 papers

Papers per year

Papers

GDP: Stabilized Neural Network Pruning via Gates With Differentiable Polarization ICCV 2021
Learning Generalized Relational Heuristic Networks for Model-Agnostic Planning AAAI 2021
Proxy Convexity: A Unified Framework for the Analysis of Neural Networks Trained by Gradient Descent NIPS 2021
Provable Generalization of SGD-trained Neural Networks of Any Width in the Presence of Adversarial Label Noise ICML 2021
Bidirectional Hierarchical Attention Networks based on Document-level Context for Emotion Cause Extraction EMNLP 2021
Domain-Independent Dominance of Adaptive Methods CVPR 2021
HardCoRe-NAS: Hard Constrained diffeRentiable Neural Architecture Search ICML 2021
Towards Deeper Deep Reinforcement Learning with Spectral Normalization NIPS 2021
Credit Assignment in Neural Networks through Deep Feedback Control NIPS 2021
Reservoir Transformers ACL 2021
NetAdaptV2: Efficient Neural Architecture Search With Fast Super-Network Training and Architecture Optimization CVPR 2021
Discovering Better Model Architectures for Medical Query Understanding NAACL 2021
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation IJCNLP 2021
Deep Spiking Neural Network with Neural Oscillation and Spike-Phase Information AAAI 2021
Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness NIPS 2021
Scaling Properties of Deep Residual Networks ICML 2021
DPM: A Novel Training Method for Physics-Informed Neural Networks in Extrapolation AAAI 2021
Parameter-Efficient Transfer Learning with Diff Pruning ACL 2021
What training reveals about neural network complexity NIPS 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks IJCNLP 2021
Progressive Feature Interaction Search for Deep Sparse Network NIPS 2021
Automated Machine Learning on Graphs: A Survey IJCAI 2021
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks ACL 2021
Understanding Gradient Clipping In Incremental Gradient Methods AISTATS 2021
Time Adaptive Recurrent Neural Network CVPR 2021