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| STMDNet: A Lightweight Directional Framework for Motion Pattern Recognition of Tiny Targets | Jan 22, 2025 | CPUMotion Detection | CodeCode Available | 0 |
| HEPPO: Hardware-Efficient Proximal Policy Optimization -- A Universal Pipelined Architecture for Generalized Advantage Estimation | Jan 22, 2025 | CPUGPU | —Unverified | 0 |
| Sublinear Variational Optimization of Gaussian Mixture Models with Millions to Billions of Parameters | Jan 21, 2025 | CPU | —Unverified | 0 |
| Multi-Tenant SmartNICs for In-Network Preprocessing of Recommender Systems | Jan 21, 2025 | CPURecommendation Systems | —Unverified | 0 |
| No More Sliding Window: Efficient 3D Medical Image Segmentation with Differentiable Top-k Patch Sampling | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| MOFA: Discovering Materials for Carbon Capture with a GenAI- and Simulation-Based Workflow | Jan 18, 2025 | CPUGPU | —Unverified | 0 |
| The Streaming Batch Model for Efficient and Fault-Tolerant Heterogeneous Execution | Jan 16, 2025 | CPUGPU | —Unverified | 0 |
| PixelBrax: Learning Continuous Control from Pixels End-to-End on the GPU | Jan 16, 2025 | Benchmarkingcontinuous-control | CodeCode Available | 0 |
| Towards Lightweight and Stable Zero-shot TTS with Self-distilled Representation Disentanglement | Jan 15, 2025 | Computational EfficiencyCPU | —Unverified | 0 |
| Keras Sig: Efficient Path Signature Computation on GPU in Keras 3 | Jan 14, 2025 | BenchmarkingC++ code | —Unverified | 0 |
| A Federated Deep Learning Framework for Cell-Free RSMA Networks | Jan 13, 2025 | CPUDeep Learning | —Unverified | 0 |
| TimeRL: Efficient Deep Reinforcement Learning with Polyhedral Dependence Graphs | Jan 9, 2025 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Optimizing Distributed Deployment of Mixture-of-Experts Model Inference in Serverless Computing | Jan 9, 2025 | Bayesian OptimizationCPU | —Unverified | 0 |
| A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network Optimization | Jan 7, 2025 | Computational EfficiencyCPU | CodeCode Available | 0 |
| Predicting two-dimensional spatiotemporal chaotic patterns with optimized high-dimensional hybrid reservoir computing | Jan 4, 2025 | CPUPrediction | —Unverified | 0 |
| Finite Element Method for HJB in Option Pricing with Stock Borrowing Fees | Jan 4, 2025 | CPU | —Unverified | 0 |
| Learning from Ambiguous Data with Hard Labels | Jan 3, 2025 | CPU | —Unverified | 0 |
| FED: Fast and Efficient Dataset Deduplication Framework with GPU Acceleration | Jan 2, 2025 | CPUGPU | CodeCode Available | 0 |
| Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation | Jan 1, 2025 | CPUGPU | —Unverified | 0 |
| Enhancing Deployment-Time Predictive Model Robustness for Code Analysis and Optimization | Dec 31, 2024 | CPUIncremental Learning | CodeCode Available | 0 |
| FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI | Dec 30, 2024 | 3D ReconstructionCPU | —Unverified | 0 |
| Human-like Bots for Tactical Shooters Using Compute-Efficient Sensors | Dec 30, 2024 | CPUImitation Learning | —Unverified | 0 |
| Dynamic Optimization of Storage Systems Using Reinforcement Learning Techniques | Dec 29, 2024 | CPUQ-Learning | —Unverified | 0 |
| Pushing the Envelope of Low-Bit LLM via Dynamic Error Compensation | Dec 28, 2024 | CPUGPU | —Unverified | 0 |