Optimization

DC-Merge: Improving Model Merging with Directional Consistency CVPR 2026 Defending Unauthorized Model Merging via Dual-Stage Weight Protection CVPR 2026 Denoising as Path Planning: Training-Free Acceleration of Diffusion Models with DPCache CVPR 2026 DiffBMP: Differentiable Rendering with Bitmap Primitives CVPR 2026 Differentiable Vector Quantization for Rate-Distortion Optimization of Generative Image Compression CVPR 2026 Dual Graph Regularized Deep Unfolding Network for Guided Depth Map Super-resolution CVPR 2026 Dynamic Momentum Recalibration in Online Gradient Learning CVPR 2026 Dynamics-Aware Preference Optimization for Vision-Language Models CVPR 2026 Faster-GS: Analyzing and Improving Gaussian Splatting Optimization CVPR 2026 Few-Step Diffusion Sampling Through Instance-Aware Discretizations CVPR 2026 FOZO: Forward-Only Zeroth-Order Prompt Optimization for Test-Time Adaptation CVPR 2026 Fresco: Frequency-Spatial Consistent Optimization for Fine-Grained Head Avatar Modeling CVPR 2026 Gated KalmaNet: A Fading Memory Layer through Test-time Ridge Regression CVPR 2026 Gradient-Guided Multi-Judge Prompt Optimization ACL 2026 Gradient Span Algorithms Make Predictable Progress in High Dimension JMLR 2026 GR-Gauge: Cost-efficient Training Configuration By Gauging the Gradient Redundancy CVPR 2026 How to Set β_1, β_2 in Adam: An Online Learning Perspective ALT 2026 HyperNAS: Enhancing Architecture Representation for NAS Predictor via Hypernetwork CVPR 2026 Image Diffusion Preview with Consistency Solver CVPR 2026 Improving Calibration in Test-Time Prompt Tuning for Vision-Language Models via Data-Free Flatness-Aware Prompt Pretraining CVPR 2026 Investigating the Histogram Loss in Regression JMLR 2026 It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models CVPR 2026 Joint Optimization of Camera Model and Deep Neural Network for Image Recognition WACV 2026 Kareus: Joint Reduction of Dynamic and Static Energy in Large Model Training OSDI 2026 Label-Free Cross-Task LoRA Merging with Null-Space Compression CVPR 2026