| Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGA | Jul 17, 2023 | Autonomous VehiclesCPU | CodeCode Available | 1 | 5 |
| And the Bit Goes Down: Revisiting the Quantization of Neural Networks | Jul 12, 2019 | CPUQuantization | CodeCode Available | 1 | 5 |
| Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models | Oct 15, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and Inference | Sep 9, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| A Practical Stereo Depth System for Smart Glasses | Nov 19, 2022 | CPUDepth Estimation | CodeCode Available | 1 | 5 |
| PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory Architectures | Feb 26, 2024 | CPUGPU | CodeCode Available | 1 | 5 |
| Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval | May 23, 2022 | Ad-Hoc Information RetrievalCPU | CodeCode Available | 1 | 5 |
| ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation | Dec 21, 2018 | Bayesian OptimizationCPU | CodeCode Available | 1 | 5 |
| Dynamic Low-Rank Sparse Adaptation for Large Language Models | Feb 20, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference | Apr 27, 2022 | CPUDrug Discovery | CodeCode Available | 1 | 5 |
| DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge Computing | Aug 27, 2024 | CPUEdge-computing | CodeCode Available | 1 | 5 |
| DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting | Mar 2, 2025 | CPUGPU | CodeCode Available | 1 | 5 |
| CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital Twins | Jan 6, 2024 | Autonomous VehiclesBenchmarking | CodeCode Available | 1 | 5 |
| Accelerated Bayesian SED Modeling using Amortized Neural Posterior Estimation | Mar 14, 2022 | Bayesian InferenceCPU | CodeCode Available | 1 | 5 |
| ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing | Jun 8, 2020 | CPUFederated Learning | CodeCode Available | 1 | 5 |
| Dynamic Sparse Training with Structured Sparsity | May 3, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural Network | Feb 3, 2021 | CPUEdge-computing | CodeCode Available | 1 | 5 |
| Accelerating the Super-Resolution Convolutional Neural Network | Aug 1, 2016 | CPUImage Super-Resolution | CodeCode Available | 1 | 5 |
| Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture | Mar 4, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Latent Replay for Real-Time Continual Learning | Dec 2, 2019 | Continual LearningCPU | CodeCode Available | 1 | 5 |
| Learning from Event Cameras with Sparse Spiking Convolutional Neural Networks | Apr 26, 2021 | CPUGPU | CodeCode Available | 1 | 5 |
| Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts | May 30, 2023 | CPUGPU | CodeCode Available | 1 | 5 |
| Learning with Signatures | Apr 17, 2022 | CPUImage Classification | CodeCode Available | 1 | 5 |
| An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomography | Jul 3, 2023 | CPUSegmentation | CodeCode Available | 1 | 5 |
| CatBoost: gradient boosting with categorical features support | Oct 24, 2018 | ClusteringCPU | CodeCode Available | 1 | 5 |
