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Methodology
← Optimization & Theory
Machine Learning
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Optimization & Theory
›
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
Clinician-in-the-Loop Smart Home System to Detect Urinary Tract Infection Flare-Ups via Uncertainty-Aware Decision Support
AAAI 2026
On the Dataless Training of Neural Networks
AAAI 2026
Graph Neural ODEs with Stability and Conservation Guarantees for Tumor Microenvironment Dynamics (Student Abstract)
AAAI 2026
UniVarFL: Uniformity and Variance Regularized Federated Learning for Heterogeneous Data (Student Abstract)
AAAI 2026
How to Design and Train Your Implicit Neural Representation for Video Compression
WACV 2026
DPBridge: Latent Diffusion Bridge for Dense Prediction
WACV 2026
Joint Optimization of Camera Model and Deep Neural Network for Image Recognition
WACV 2026
TED-4DGS: Temporally Activated and Embedding-based Deformation for 4DGS Compression
WACV 2026
Universal Neural Architecture Space: Covering ConvNets, Transformers and Everything in Between
WACV 2026
Unified Control for Inference-Time Guidance of Denoising Diffusion Models
WACV 2026
DynaGSLAM: Real-Time Gaussian-Splatting SLAM for Online Rendering, Tracking, Motion Predictions of Moving Objects in Dynamic Scenes
WACV 2026
QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain
WACV 2026
SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization
WACV 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization
WACV 2026
Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation
WACV 2026
One-Cycle Structured Pruning via Stability-Driven Subnetwork Search
WACV 2026
CAST: Evaluating Multi-Object Trackers with Context-Aware Switch and Transfer Scores
WACV 2026
ChameleonTuner: Automatic ISP Color Tuning in Subjective Scenarios
WACV 2026
Revisiting Layer Normalization for Point Cloud Test Time Adaptation
WACV 2026
LooC: Effective Low-Dimensional Codebook for Compositional Vector Quantization
WACV 2026
JOCA: Task-Driven Joint Optimisation of Camera Hardware and Adaptive Camera Control Algorithms
WACV 2026
QuEENet: Quantum-Enhanced Expressive Network for Image Classification
WACV 2026
SSplain: Sparse and Smooth Explainer for Retinopathy of Prematurity Classification
WACV 2026
GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search
WACV 2026
OR-R1: Automating Modeling and Solving of Operations Research Optimization Problem via Test-Time Reinforcement Learning
AAAI 2026
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