| Deep Voice 3: Scaling Text-to-Speech with Convolutional Sequence Learning | Oct 20, 2017 | GPUSpeech Synthesis | CodeCode Available | 0 | 5 |
| Longer Attention Span: Increasing Transformer Context Length with Sparse Graph Processing Techniques | Jan 31, 2025 | GPU | CodeCode Available | 0 | 5 |
| LoCo: Low-Bit Communication Adaptor for Large-scale Model Training | Jul 5, 2024 | GPU | CodeCode Available | 0 | 5 |
| Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential Heuristics | Jun 14, 2024 | Combinatorial OptimizationCPU | CodeCode Available | 0 | 5 |
| Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images | May 15, 2019 | GPULand Cover Classification | CodeCode Available | 0 | 5 |
| DeepSplit: Scalable Verification of Deep Neural Networks via Operator Splitting | Jun 16, 2021 | GPUimage-classification | CodeCode Available | 0 | 5 |
| AutoShrink: A Topology-aware NAS for Discovering Efficient Neural Architecture | Nov 21, 2019 | GPUimage-classification | CodeCode Available | 0 | 5 |
| Accelerating the Training of Video Super-Resolution Models | May 10, 2022 | GPUSuper-Resolution | CodeCode Available | 0 | 5 |
| Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization | Oct 30, 2019 | Distributed OptimizationGPU | CodeCode Available | 0 | 5 |
| AutoPose: Searching Multi-Scale Branch Aggregation for Pose Estimation | Aug 16, 2020 | 2D Human Pose EstimationGPU | CodeCode Available | 0 | 5 |
| LLM-Powered Ensemble Learning for Paper Source Tracing: A GPU-Free Approach | Sep 14, 2024 | Ensemble LearningGPU | CodeCode Available | 0 | 5 |
| DeepShift: Towards Multiplication-Less Neural Networks | May 30, 2019 | Edge-computingGPU | CodeCode Available | 0 | 5 |
| Deep Semantic Role Labeling with Self-Attention | Dec 5, 2017 | GPUNatural Language Understanding | CodeCode Available | 0 | 5 |
| Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning | Oct 12, 2019 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
| LLMPerf: GPU Performance Modeling meets Large Language Models | Mar 14, 2025 | GPU | CodeCode Available | 0 | 5 |
| LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models | Aug 20, 2024 | GPU | CodeCode Available | 0 | 5 |
| Deep Optimizer States: Towards Scalable Training of Transformer Models Using Interleaved Offloading | Oct 26, 2024 | CPUGPU | CodeCode Available | 0 | 5 |
| DeepOHeat-v1: Efficient Operator Learning for Fast and Trustworthy Thermal Simulation and Optimization in 3D-IC Design | Apr 4, 2025 | GPUKolmogorov-Arnold Networks | CodeCode Available | 0 | 5 |
| Liquid Fourier Latent Dynamics Networks for fast GPU-based numerical simulations in computational cardiology | Aug 19, 2024 | GPU | CodeCode Available | 0 | 5 |
| liquidSVM: A Fast and Versatile SVM package | Feb 22, 2017 | General ClassificationGPU | CodeCode Available | 0 | 5 |
| Deep Neural Networks for Physics Analysis on low-level whole-detector data at the LHC | Nov 9, 2017 | CPUGPU | CodeCode Available | 0 | 5 |
| Automatic cerebral hemisphere segmentation in rat MRI with lesions via attention-based convolutional neural networks | Aug 4, 2021 | GPUSkull Stripping | CodeCode Available | 0 | 5 |
| Light-Weight RefineNet for Real-Time Semantic Segmentation | Oct 8, 2018 | GPUImage Segmentation | CodeCode Available | 0 | 5 |
| Limited Evaluation Evolutionary Optimization of Large Neural Networks | Jun 26, 2018 | Evolutionary AlgorithmsGPU | CodeCode Available | 0 | 5 |
| Automatic Differentiation in PyTorch | Oct 28, 2017 | ClusteringCPU | CodeCode Available | 0 | 5 |
