Neural Network Optimization

Gradient Norm Aware Minimization Seeks First-Order Flatness and Improves Generalization CVPR 2023 Grammatical Error Correction for Sentence-level Assessment in Language Learning ACL 2023 Graph Inductive Biases in Transformers without Message Passing ICML 2023 Growing a Brain with Sparsity-Inducing Generation for Continual Learning ICCV 2023 Hard Sample Aware Prompt-Tuning ACL 2023 Heat Diffusion Based Multi-Scale and Geometric Structure-Aware Transformer for Mesh Segmentation CVPR 2023 Hierarchically Gated Recurrent Neural Network for Sequence Modeling NeurIPS 2023 Hierarchical Neural Memory Network for Low Latency Event Processing CVPR 2023 HiFi: High-Information Attention Heads Hold for Parameter-Efficient Model Adaptation ACL 2023 Honey, I Shrunk the Language: Language Model Behavior at Reduced Scale. ACL 2023 HOTNAS: Hierarchical Optimal Transport for Neural Architecture Search CVPR 2023 How a Student becomes a Teacher: learning and forgetting through Spectral methods NeurIPS 2023 How Does Adaptive Optimization Impact Local Neural Network Geometry? NeurIPS 2023 How gradient estimator variance and bias impact learning in neural networks ICLR 2023 How I Learned to Stop Worrying and Love Retraining ICLR 2023 How much does Initialization Affect Generalization? ICML 2023 How Reliable Are AI-Generated-Text Detectors? An Assessment Framework Using Evasive Soft Prompts EMNLP 2023 How to Scale Your EMA NeurIPS 2023 How to use dropout correctly on residual networks with batch normalization UAI 2023 Hungry Hungry Hippos: Towards Language Modeling with State Space Models ICLR 2023 HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023 Hyperblock Floating Point: Generalised Quantization Scheme for Gradient and Inference Computation WACV 2023 Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NeurIPS 2023 HyP-NeRF: Learning Improved NeRF Priors using a HyperNetwork NeurIPS 2023 I2C-Huelva at SemEval-2023 Task 10: Ensembling Transformers Models for the Detection of Online Sexism SemEval 2023