parallel computation

MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026 Descriptor-In-Pixel : Point-Feature Tracking For Pixel Processor Arrays CVPR 2025 Flash Inference: Near Linear Time Inference for Long Convolution Sequence Models and Beyond ICLR 2025 Handling Delay in Real-Time Reinforcement Learning ICLR 2025 Highly Parallelized Reinforcement Learning Training with Relaxed Assignment Dependencies AAAI 2025 Parallel Continuous Chain-of-Thought with Jacobi Iteration EMNLP 2025 POPoS: Improving Efficient and Robust Facial Landmark Detection with Parallel Optimal Position Search AAAI 2025 AsyncDiff: Parallelizing Diffusion Models by Asynchronous Denoising NeurIPS 2024 DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models CVPR 2024 Towards Scalable and Stable Parallelization of Nonlinear RNNs NeurIPS 2024 Transformers, parallel computation, and logarithmic depth ICML 2024 Turn Waste into Worth: Rectifying Top-k Router of MoE EMNLP 2024 Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations ICML 2024 ASPEN: Breaking Operator Barriers for Efficient Parallelization of Deep Neural Networks NeurIPS 2023 No One Idles: Efficient Heterogeneous Federated Learning with Parallel Edge and Server Computation ICML 2023 Once is Enough: A Light-Weight Cross-Attention for Fast Sentence Pair Modeling EMNLP 2023 PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs ICML 2022 The power of first-order smooth optimization for black-box non-smooth problems ICML 2022 Differentiable Multiple Shooting Layers NeurIPS 2021 RLlib Flow: Distributed Reinforcement Learning is a Dataflow Problem NeurIPS 2021 Submodular Maximization subject to a Knapsack Constraint: Combinatorial Algorithms with Near-optimal Adaptive Complexity ICML 2021 FPETS: Fully Parallel End-to-End Text-to-Speech System AAAI 2020 Linear Dynamical Systems as a Core Computational Primitive NeurIPS 2020 Lyceum: An efficient and scalable ecosystem for robot learning L4DC 2020 Distributed Weighted Matching via Randomized Composable Coresets ICML 2019