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Optimization

1638 directly classified papers

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Papers

Rectified Diffusion Guidance for Conditional Generation CVPR 2025
Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach IJCAI 2025
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025
Accelerating Adversarial Training on Under-Utilized GPU IJCAI 2025
Quantization without Tears CVPR 2025
Beyond Fixed Length: Bucket Pre-training is All You Need IJCAI 2025
Enhancing Image Restoration Transformer via Adaptive Translation Equivariance ICCV 2025
WINS: Winograd Structured Pruning for Fast Winograd Convolution ICCV 2025
Towards Precise Scaling Laws for Video Diffusion Transformers CVPR 2025
ETA: Energy-based Test-time Adaptation for Depth Completion ICCV 2025
EVOS: Efficient Implicit Neural Training via EVOlutionary Selector CVPR 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025
Accelerating Diffusion Transformer via Increment-Calibrated Caching with Channel-Aware Singular Value Decomposition CVPR 2025
Learning Few-Step Diffusion Models by Trajectory Distribution Matching ICCV 2025
Dataset Distillation via the Wasserstein Metric ICCV 2025
FlowChef: Steering of Rectified Flow Models for Controlled Generations ICCV 2025
PURA: Parameter Update-Recovery Test-Time Adaption for RGB-T Tracking CVPR 2025
DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling CVPR 2025
AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm ICCV 2025
Balanced Sharpness-Aware Minimization for Imbalanced Regression ICCV 2025
VLMInferSlow: Evaluating the Efficiency Robustness of Large Vision-Language Models as a Service ACL 2025
OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025
How to Mitigate Overfitting in Weak-to-strong Generalization? ACL 2025
Learning Generalized Residual Exchange-Correlation-Uncertain Functional for Density Functional Theory AAAI 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025