Machine Learning

DIET: Machine Unlearning on a Data-Diet AAAI 2026 DiffBench Meets DiffAgent: End-to-End LLM-Driven Diffusion Acceleration Code Generation AAAI 2026 Difference Vector Equalization for Robust Fine-tuning of Vision-Language Models AAAI 2026 Differentiable Causal Search CLeaR 2026 Differentiable Filtering for Learning Hidden Markov Models L4DC 2026 Differentiable Laplacian Matrix Guided Superpixel Segmentation CVPR 2026 Differentiable Sparse Identification of Lagrangian Dynamics AAAI 2026 Differentially Private Approval-Based Committee Voting UAI 2026 Differentially Private Best-Arm Identification JMLR 2026 Differentially Private Estimation and Inference in High-Dimensional Regression with FDR Control JMLR 2026 Differentially Private Language Generation and Identification in the Limit (Extended Abstract) COLT 2026 Differentially Private Linear Programming: Reduced Sub-Optimality and Guaranteed Constraint Satisfaction AAAI 2026 Differentially Private Subspace Fine-Tuning for Large Language Models AAAI 2026 Difficulty-Aware Learning Curve Extrapolation AAAI 2026 Difficulty Controlled Diffusion Model for Synthesizing Effective Training Data AAAI 2026 Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility AAAI 2026 Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection AAAI 2026 Diffusion-Assisted Progressive Learning for Weakly Supervised Phrase Localization AAAI 2026 Diffusion-Based Action Recognition Generalizes to Untrained Domains WACV 2026 Diffusion-Based Authentication of Copy Detection Patterns: A Multimodal Framework with Printer Signature Conditioning WACV 2026 Diffusion-Based Contextual Reconstruction for Point Cloud Segmentation with Limited Annotations AAAI 2026 Diffusion-calibrated Continual Test-time Adaptation AAAI 2026 Diffusion Implicit Policy for Unpaired Scene-aware Motion Synthesis AAAI 2026 Diffusion Language Model Inference with Monte Carlo Tree Search EACL 2026 Diffusion Model Based Signal Recovery Under 1-Bit Quantization AAAI 2026