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Optimization

14207 directly classified papers

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Papers

Data-Driven Loss Functions for Inference-Time Optimization in Text-to-Image WACV 2026

DETONATE – A Benchmark for Text-to-Image Alignment and Kernelized Direct Preference Optimization AAAI 2026

RB-LoRA: Rank-Balanced Aggregation for Low-Rank Adaptation with Federated Fine-Tuning EACL 2026

FLAT-LLM: Fine-grained Low-rank Activation Space Transformation for Large Language Model Compression EACL 2026

PromptFE: Automated Feature Engineering by Prompting EACL 2026

DynaGSLAM: Real-Time Gaussian-Splatting SLAM for Online Rendering, Tracking, Motion Predictions of Moving Objects in Dynamic Scenes WACV 2026

Acceleration of Backpropagation in Linear Layers of Transformer Models Based on Gradient Structure EACL 2026

Distill and Align Decomposition for Enhanced Claim Verification EACL 2026

POaaS: Minimal-Edit Prompt Optimization as a Service to Lift Accuracy and Cut Hallucinations on On-Device sLLMs EACL 2026

How to Efficiently Explore Noisy Historical Data? Leveraging Corpus Pre-Targeting to Enhance Graph-based RAG EACL 2026

Online Difficulty Filtering for Reasoning Oriented Reinforcement Learning EACL 2026

Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding EACL 2026

Benchmarking the Energy Savings with Speculative Decoding Strategies EACL 2026

Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness WACV 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

Detection-Driven Object Count Optimization for Text-to-Image Diffusion Models WACV 2026

Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation WACV 2026

SOLAR: Switchable Output Layer for Accuracy and Robustness in Once-for-All Training WACV 2026

JOCA: Task-Driven Joint Optimisation of Camera Hardware and Adaptive Camera Control Algorithms WACV 2026

Early-Exit and Instant Confidence Translation Quality Estimation EACL 2026

ODEt(ODEl): Shortcutting the Time and the Length in Diffusion and Flow Models for Faster Sampling WACV 2026

ReBPE: Iteratively Improving the Internal Structure of a Structured Tokeniser by Mining its Internal Structure EACL 2026

Thinking Long, but Short: Stable Sequential Test-Time Scaling for Large Reasoning Models EACL 2026

Diffusion Language Model Inference with Monte Carlo Tree Search EACL 2026

IRPO: Implicit Policy Regularized Preference Optimization EACL 2026