← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14207 directly classified papers

Papers per year

Papers

SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning EACL 2026
Beyond Grid Search: Leveraging Bayesian Optimization for Accelerating RAG Pipeline Optimization EACL 2026
CASPER: Bridging Discrete and Continuous Prompt Optimization through Feedback-Guided Gradient Descent EACL 2026
Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives EACL 2026
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting EACL 2026
Rethinking Real Image Editing: Unleashing Diverse Editing Operators via Multi-Objective Optimization WACV 2026
GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search WACV 2026
ChameleonTuner: Automatic ISP Color Tuning in Subjective Scenarios WACV 2026
QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain WACV 2026
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026
BLUR: A Bi-Level Optimization Approach for LLM Unlearning EACL 2026
MCTS-SQL: Light-Weight LLMs Can Master the Text-to-SQL Through Monte Carlo Tree Search AAAI 2026
ORSO QGen: Odds-Ratio Steerable Optimization for Controlling Question Generation EACL 2026
How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities EACL 2026
Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs EACL 2026
RoZO: Geometry-Aware Zeroth-Order Fine-Tuning on Low-Rank Adapters for Black-Box Large Language Models EACL 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
DF-Mamba: Deformable State Space Modeling for 3D Hand Pose Estimation in Interactions WACV 2026
SymNet: A Multi-Task Network for Joint Radio Map Reconstruction and Transmitter Localization WACV 2026
Optimal Transport for Rectified Flow Image Editing: Unifying Inversion-Based and Direct Methods WACV 2026
SCORE: Soft Label Compression-Centric Dataset Condensation via Coding Rate Optimization WACV 2026
STEG-AIW: Spatio-Temporal Gating and Adaptive-Timestep Inference for Efficient Spiking Neural Networks WACV 2026
Crafting Adversarial Inputs for Large Vision-Language Models Using Black-Box Optimization EACL 2026
QuEENet: Quantum-Enhanced Expressive Network for Image Classification WACV 2026