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Optimization

1638 directly classified papers

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Papers

Boost Your Human Image Generation Model via Direct Preference Optimization CVPR 2025
Understanding Silent Data Corruption in LLM Training ACL 2025
Tightening Robustness Verification of MaxPool-based Neural Networks via Minimizing the Over-Approximation Zone CVPR 2025
MDP: Multidimensional Vision Model Pruning with Latency Constraint CVPR 2025
Dataset Distillation with Neural Characteristic Function: A Minmax Perspective CVPR 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025
MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks CVPR 2025
Quantization without Tears CVPR 2025
Rectified Diffusion Guidance for Conditional Generation CVPR 2025
ATP: Adaptive Threshold Pruning for Efficient Data Encoding in Quantum Neural Networks CVPR 2025
AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025
Towards Precise Scaling Laws for Video Diffusion Transformers CVPR 2025
FiRe: Fixed-points of Restoration Priors for Solving Inverse Problems CVPR 2025
FlexDrive: Toward Trajectory Flexibility in Driving Scene Gaussian Splatting Reconstruction and Rendering CVPR 2025
Scale Efficient Training for Large Datasets CVPR 2025
SET: Spectral Enhancement for Tiny Object Detection CVPR 2025
Hash3D: Training-free Acceleration for 3D Generation CVPR 2025
MetricGrids: Arbitrary Nonlinear Approximation with Elementary Metric Grids based Implicit Neural Representation CVPR 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025
Diff2Flow: Training Flow Matching Models via Diffusion Model Alignment CVPR 2025
BlockDance: Reuse Structurally Similar Spatio-Temporal Features to Accelerate Diffusion Transformers CVPR 2025
Identifying and Mitigating Position Bias of Multi-image Vision-Language Models CVPR 2025