computational cost

The Polynomial Stein Discrepancy for Assessing Moment Convergence ICML 2025 Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral EMNLP 2025 TREAD: Token Routing for Efficient Architecture-agnostic Diffusion Training ICCV 2025 Visual Generation Without Guidance ICML 2025 When to Forget? Complexity Trade-offs in Machine Unlearning ICML 2025 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 Coreset Markov chain Monte Carlo AISTATS 2024 Efficiency for Free: Ideal Data Are Transportable Representations NeurIPS 2024 FedBPT: Efficient Federated Black-box Prompt Tuning for Large Language Models ICML 2024 Grid Diffusion Models for Text-to-Video Generation CVPR 2024 LongLLMLingua: Accelerating and Enhancing LLMs in Long Context Scenarios via Prompt Compression ACL 2024 Parallel Affine Transformation Tuning of Markov Chain Monte Carlo ICML 2024 Translating Subgraphs to Nodes Makes Simple GNNs Strong and Efficient for Subgraph Representation Learning ICML 2024 Unveiling The Matthew Effect Across Channels: Assessing Layer Width Sufficiency via Weight Norm Variance NeurIPS 2024 A Dynamic Multi-Scale Voxel Flow Network for Video Prediction CVPR 2023 Dimensionality-Varying Diffusion Process CVPR 2023 Dynamic Transformers Provide a False Sense of Efficiency ACL 2023 Energy and Carbon Considerations of Fine-Tuning BERT EMNLP 2023 Exploration of Efficient End-to-End ASR using Discretized Input from Self-Supervised Learning Interspeech 2023 Fast Online Changepoint Detection via Functional Pruning CUSUM Statistics JMLR 2023 Locally Regularized Neural Differential Equations: Some Black Boxes were meant to remain closed! ICML 2023 MG-ViT: A Multi-Granularity Method for Compact and Efficient Vision Transformers NeurIPS 2023 miniStreamer: Enhancing Small Conformer with Chunked-Context Masking for Streaming ASR Applications on the Edge Interspeech 2023 Optimal randomized multilevel Monte Carlo for repeatedly nested expectations ICML 2023 Reusing Pretrained Models by Multi-linear Operators for Efficient Training NeurIPS 2023