Optimization

Training compute-optimal transformer encoder models EMNLP 2025 Training Deep Learning Models with Norm-Constrained LMOs ICML 2025 Training Dynamics of In-Context Learning in Linear Attention ICML 2025 Training-Free Activation Sparsity in Large Language Models ICLR 2025 Training-free and Adaptive Sparse Attention for Efficient Long Video Generation ICCV 2025 Training Free Guided Flow-Matching with Optimal Control ICLR 2025 Training-Free Medical Image Inverses via Bi-Level Guided Diffusion Models WACV 2025 Training-Free Message Passing for Learning on Hypergraphs ICLR 2025 Training-free Neural Architecture Search through Variance of Knowledge of Deep Network Weights CVPR 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 Training Verification-Friendly Neural Networks via Neuron Behavior Consistency AAAI 2025 Trajectory Mamba: Efficient Attention-Mamba Forecasting Model Based on Selective SSM CVPR 2025 Transferrable Surrogates in Expressive Neural Architecture Search Spaces AutoML 2025 Transparent Trade-offs between Properties of Explanations UAI 2025 TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling EMNLP 2025 TreeKV: Smooth Key-Value Cache Compression with Tree Structures IJCAI 2025 Tree-NeRV: Efficient Non-Uniform Sampling for Neural Video Representation via Tree-Structured Feature Grids ICCV 2025 TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SemEval 2025 Tree-Sliced Wasserstein Distance with Nonlinear Projection ICML 2025 Tree-Structured Non-Autoregressive Decoding for Sequence-to-Sequence Text Generation EMNLP 2025 Tricking Retrievers with Influential Tokens: An Efficient Black-Box Corpus Poisoning Attack NAACL 2025 Triple-Optimistic Learning for Stochastic Contextual Bandits with General Constraints ICML 2025 Trivialized Momentum Facilitates Diffusion Generative Modeling on Lie Groups ICLR 2025 TRNAS: A Training-Free Robust Neural Architecture Search ICCV 2025 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025