Machine Learning

Improving Sustainability of Adversarial Examples in Class-Incremental Learning AAAI 2026 Improving Target Presence and Plurality Recognition for Generalized Referring Image Segmentation AAAI 2026 Improving TensorSketch Using Complex Random Variables UAI 2026 Improving the Accuracy of Dense Retrieval on the Quantized Indexes via Gradient Optimization of the Target Embeddings AAAI 2026 Improving the Convergence of Private Shuffled Gradient Methods with Public Data UAI 2026 Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026 Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection EACL 2026 Improving Training Efficiency and Reducing Maintenance Costs via Language Specific Model Merging EACL 2026 Improving Value-based Process Verifier via Low-Cost Variance Reduction AAAI 2026 Improvise, Adapt, Overcome -- Telescopic Adapters for Efficient Fine-tuning of Vision Language Models in Medical Imaging WACV 2026 Impute Missing Entries with Uncertainty AAAI 2026 Incentivizing Strong Reasoning from Weak Supervision EACL 2026 Incoherence as Oracle-less Measure of Error in LLM-Based Code Generation AAAI 2026 Incomplete In-context Learning ACL 2026 Incomplete Multi-view Diabetic Retinopathy Grading via Self-Supervised Inter- and Intra-View Restoration AAAI 2026 Incomplete Multi-View Unsupervised Federated Feature Selection via Cooperative Particle Swarm Optimization and Tensor-Aligned Learning AAAI 2026 Inconsistency-aware Multimodal Schrodinger Bridge for Deepfake Localization CVPR 2026 Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement AAAI 2026 Incorporating Token Importance in Multi-Vector Retrieval AAAI 2026 IncreFA: Breaking the Static Wall of Generative Model Attribution CVPR 2026 Incremental Maintenance of DatalogMTL Materialisations AAAI 2026 Inductive Generative Recommendation via Retrieval-based Speculation AAAI 2026 Inequality in the Age of Pseudonymity AAAI 2026 Inference-Aware Prompt Optimization for Aligning Black-Box Large Language Models AAAI 2026 Inference for quantile-parametrized families via CDF confidence bands UAI 2026