Optimization

Improving Semi-Supervised Semantic Segmentation with Sliced-Wasserstein Feature Alignment and Uniformity CVPR 2025 Improving Stochastic Cubic Newton with Momentum AISTATS 2025 Improving the Calibration of Confidence Scores in Text Generation Using the Output Distribution’s Characteristics ACL 2025 Improving the Training of Data-Efficient GANs via Quality Aware Dynamic Discriminator Rejection Sampling CVPR 2025 Improving Value Estimation Critically Enhances Vanilla Policy Gradient ICML 2025 Improving Your Model Ranking on Chatbot Arena by Vote Rigging ICML 2025 In-Context Deep Learning via Transformer Models ICML 2025 In-Context Editing: Learning Knowledge from Self-Induced Distributions ICLR 2025 Increasing Revenue in Efficient Combinatorial Auctions by Learning to Generate Artificial Competition AAAI 2025 Incremental Gradient Descent with Small Epoch Counts is Surprisingly Slow on Ill-Conditioned Problems ICML 2025 InfAlign: Inference-aware language model alignment ICML 2025 Inference Compute-Optimal Video Vision Language Models ACL 2025 Inference-Scale Complexity in ANN-SNN Conversion for High-Performance and Low-Power Applications CVPR 2025 Inference Scaling for Long-Context Retrieval Augmented Generation ICLR 2025 Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for LLM Problem-Solving ICLR 2025 Inference-Time Alignment of Diffusion Models with Direct Noise Optimization ICML 2025 InfiniteICL: Breaking the Limit of Context Window Size via Long Short-term Memory Transformation ACL 2025 Influence-driven Curriculum Learning for Pre-training on Limited Data EMNLP 2025 InfoPO: On Mutual Information Maximization for Large Language Model Alignment NAACL 2025 Information Theoretic Pruning of Coupled Channels in Deep Neural Networks WACV 2025 IniRetinex: Rethinking Retinex-type Low-Light Image Enhancer via Initialization Perspective AAAI 2025 Injecting Imbalance Sensitivity for Multi-Task Learning IJCAI 2025 InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025 Instability, Computational Efficiency and Statistical Accuracy JMLR 2025 InstaJudge: Aligning Judgment Bias of LLM-as-Judge with Humans in Industry Applications EMNLP 2025