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Neural Network Optimization

3,649 papers

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Papers

From Activation to Initialization: Scaling Insights for Optimizing Neural Fields CVPR 2024
From Variance to Veracity: Unbundling and Mitigating Gradient Variance in Differentiable Bundle Adjustment Layers CVPR 2024
Rewrite the Stars CVPR 2024
Diffusion Models Without Attention CVPR 2024
Revisiting Adversarial Training at Scale CVPR 2024
Improving Training Efficiency of Diffusion Models via Multi-Stage Framework and Tailored Multi-Decoder Architecture CVPR 2024
Navigate Beyond Shortcuts: Debiased Learning Through the Lens of Neural Collapse CVPR 2024
SDPose: Tokenized Pose Estimation via Circulation-Guide Self-Distillation CVPR 2024
IQ-VFI: Implicit Quadratic Motion Estimation for Video Frame Interpolation CVPR 2024
Friendly Sharpness-Aware Minimization CVPR 2024
In Search of a Data Transformation That Accelerates Neural Field Training CVPR 2024
DiffLoc: Diffusion Model for Outdoor LiDAR Localization CVPR 2024
Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch CVPR 2024
Learning Equi-angular Representations for Online Continual Learning CVPR 2024
Low-Rank Rescaled Vision Transformer Fine-Tuning: A Residual Design Approach CVPR 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024
LoCoNet: Long-Short Context Network for Active Speaker Detection CVPR 2024
Analyzing and Improving the Training Dynamics of Diffusion Models CVPR 2024
Resource-Efficient Transformer Pruning for Finetuning of Large Models CVPR 2024
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild CVPR 2024
FINER: Flexible Spectral-bias Tuning in Implicit NEural Representation by Variable-periodic Activation Functions CVPR 2024
Rethinking Human Motion Prediction with Symplectic Integral CVPR 2024
TULIP: Transformer for Upsampling of LiDAR Point Clouds CVPR 2024
Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression CVPR 2024
Structured Gradient-based Interpretations via Norm-Regularized Adversarial Training CVPR 2024