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Methodology
← Optimization & Theory
Machine Learning
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Optimization & Theory
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Optimization
14207 directly classified papers
Papers per year
2001: 10
2002: 9
2003: 16
2004: 6
2005: 16
2006: 58
2007: 67
2008: 72
2009: 84
2010: 106
2011: 132
2012: 164
2013: 333
2014: 295
2015: 310
2016: 380
2017: 509
2018: 669
2019: 1072
2020: 1217
2021: 1489
2022: 1470
2023: 1746
2024: 1819
2025: 1567
2026: 591
Papers
SODA: Spectral Orthogonal Decomposition Adaptation for Diffusion Models
WACV 2025
Mamba-ST: State Space Model for Efficient Style Transfer
WACV 2025
Improving Multimodal Learning via Imbalanced Learning
ICCV 2025
DiffQRCoder: Diffusion-Based Aesthetic QR Code Generation with Scanning Robustness Guided Iterative Refinement
WACV 2025
Understanding Silent Data Corruption in LLM Training
ACL 2025
Neuromorphic Sequential Arena: A Benchmark for Neuromorphic Temporal Processing
IJCAI 2025
Physics-based Generative Models for Geometrically Consistent and Interpretable Wireless Channel Synthesis
IJCAI 2025
SpikePack: Enhanced Information Flow in Spiking Neural Networks with High Hardware Compatibility
ICCV 2025
Revisiting Disparity from Dual-Pixel Images: Physics-Informed Lightweight Depth Estimation
WACV 2025
Beta Sampling is All You Need: Efficient Image Generation Strategy for Diffusion Models using Stepwise Spectral Analysis
WACV 2025
CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning
ICCV 2025
Accelerating Diffusion Transformer via Gradient-Optimized Cache
ICCV 2025
Improving Rectified Flow with Boundary Conditions
ICCV 2025
GaussianReg: Rapid 2D/3D Registration for Emergency Surgery via Explicit 3D Modeling with Gaussian Primitives
ICCV 2025
SAFER: Sharpness Aware layer-selective Finetuning for Enhanced Robustness in vision transformers
ICCV 2025
AlignGuard: Scalable Safety Alignment for Text-to-Image Generation
ICCV 2025
Backdoor Attacks on Neural Networks via One-Bit Flip
ICCV 2025
Rep-MTL: Unleashing the Power of Representation-level Task Saliency for Multi-Task Learning
ICCV 2025
ResQ: A Novel Framework to Implement Residual Neural Networks on Analog Rydberg Atom Quantum Computers
ICCV 2025
Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM
ICCV 2025
Im2Haircut: Single-view Strand-based Hair Reconstruction for Human Avatars
ICCV 2025
Beyond the Limits: Overcoming Negative Correlation of Activation-Based Training-Free NAS
ICCV 2025
Soft Local Completeness: Rethinking Completeness in XAI
ICCV 2025
Adaptive Caching for Faster Video Generation with Diffusion Transformers
ICCV 2025
Laboring on less labors: RPCA Paradigm for Pan-sharpening
ICCV 2025
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