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Neural Network Optimization

3,648 papers

Papers per year

Papers

Batch Normalization Alleviates the Spectral Bias in Coordinate Networks CVPR 2024
ZeroRF: Fast Sparse View 360deg Reconstruction with Zero Pretraining CVPR 2024
MLP Can Be A Good Transformer Learner CVPR 2024
Passive Snapshot Coded Aperture Dual-Pixel RGB-D Imaging CVPR 2024
SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement CVPR 2024
Dual Prior Unfolding for Snapshot Compressive Imaging CVPR 2024
A General and Efficient Training for Transformer via Token Expansion CVPR 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring CVPR 2024
A Physics-informed Low-rank Deep Neural Network for Blind and Universal Lens Aberration Correction CVPR 2024
Deep-TROJ: An Inference Stage Trojan Insertion Algorithm through Efficient Weight Replacement Attack CVPR 2024
Towards Robust Learning to Optimize with Theoretical Guarantees CVPR 2024
OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning CVPR 2024
Sheared Backpropagation for Fine-tuning Foundation Models CVPR 2024
Improved Implicit Neural Representation with Fourier Reparameterized Training CVPR 2024
InceptionNeXt: When Inception Meets ConvNeXt CVPR 2024
HIVE: Harnessing Human Feedback for Instructional Visual Editing CVPR 2024
End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames CVPR 2024
RepAn: Enhanced Annealing through Re-parameterization CVPR 2024
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning CVPR 2024
Quantifying the Hyperparameter Sensitivity of Neural Networks for Character-level Sequence-to-Sequence Tasks EACL 2024
Should I try multiple optimizers when fine-tuning a pre-trained Transformer for NLP tasks? Should I tune their hyperparameters? EACL 2024
Over-Reasoning and Redundant Calculation of Large Language Models EACL 2024
Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach for Text Classification EACL 2024
Dynamic Masking Rate Schedules for MLM Pretraining EACL 2024
Personalized Abstractive Summarization by Tri-agent Generation Pipeline EACL 2024