Optimization

Initializing Models with Larger Ones ICLR 2024 Initializing Services in Interactive ML Systems for Diverse Users NeurIPS 2024 Initializing Variable-sized Vision Transformers from Learngene with Learnable Transformation NeurIPS 2024 InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization CVPR 2024 Ink Dot-Oriented Differentiable Optimization for Neural Image Halftoning CVPR 2024 Inlier Confidence Calibration for Point Cloud Registration CVPR 2024 Insights from the Use of Previously Unseen Neural Architecture Search Datasets CVPR 2024 Instance-Conditional Timescales of Decay for Non-Stationary Learning AAAI 2024 Instances Need More Care: Rewriting Prompts for Instances with LLMs in the Loop Yields Better Zero-Shot Performance ACL 2024 Instruction Fine-Tuning: Does Prompt Loss Matter? EMNLP 2024 Integer Is Enough: When Vertical Federated Learning Meets Rounding AAAI 2024 Integrated Hardware Architecture and Device Placement Search ICML 2024 Integrating Efficient Optimal Transport and Functional Maps For Unsupervised Shape Correspondence Learning CVPR 2024 Intensity-Robust Autofocus for Spike Camera CVPR 2024 Intent-conditioned and Non-toxic Counterspeech Generation using Multi-Task Instruction Tuning with RLAIF NAACL 2024 Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning AAAI 2024 InterLUDE: Interactions between Labeled and Unlabeled Data to Enhance Semi-Supervised Learning ICML 2024 Interpretable Generalized Additive Models for Datasets with Missing Values NeurIPS 2024 Interpretable Lightweight Transformer via Unrolling of Learned Graph Smoothness Priors NeurIPS 2024 Interpretable Sparse System Identification: Beyond Recent Deep Learning Techniques on Time-Series Prediction ICLR 2024 Interpreting and Improving Diffusion Models from an Optimization Perspective ICML 2024 IntOS: Persistent Embedded Operating System and Language Support for Multi-threaded Intermittent Computing OSDI 2024 Intraoperative 2D/3D Image Registration via Differentiable X-ray Rendering CVPR 2024 In value-based deep reinforcement learning, a pruned network is a good network ICML 2024 Inverse-Variance Weighting for Estimation of Heterogeneous Treatment Effects ICML 2024