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Optimization

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ADBA: Approximation Decision Boundary Approach for Black-Box Adversarial Attacks AAAI 2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025
Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging AAAI 2025
Efficient Robustness Evaluation via Constraint Relaxation AAAI 2025
Training Verification-Friendly Neural Networks via Neuron Behavior Consistency AAAI 2025
Path-Adaptive Matting for Efficient Inference Under Various Computational Cost Constraints AAAI 2025
FNIN: A Fourier Neural Operator-based Numerical Integration Network for Surface-from-gradients AAAI 2025
Diverse Rare Sample Generation with Pretrained GANs AAAI 2025
A Method for Enhancing Generalization of Adam by Multiple Integrations AAAI 2025
Query Quantized Neural SLAM AAAI 2025
IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025
Enhancing Adversarial Transferability with Adversarial Weight Tuning AAAI 2025
Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025
The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation ICCV 2025
Two Losses, One Goal: Balancing Conflict Gradients for Semi-supervised Semantic Segmentation ICCV 2025
Adversarial Training for Probabilistic Robustness ICCV 2025
Advancing Text-to-3D Generation with Linearized Lookahead Variational Score Distillation ICCV 2025
Memory-Efficient 4-bit Preconditioned Stochastic Optimization ICCV 2025
Context Guided Transformer Entropy Modeling for Video Compression ICCV 2025
Backdoor Mitigation by Distance-Driven Detoxification ICCV 2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025
Always Skip Attention ICCV 2025
Learned Image Compression with Hierarchical Progressive Context Modeling ICCV 2025
Joint Self-Supervised Video Alignment and Action Segmentation ICCV 2025
From Reflection to Perfection: Scaling Inference-Time Optimization for Text-to-Image Diffusion Models via Reflection Tuning ICCV 2025