| Memory-Oriented Design-Space Exploration of Edge-AI Hardware for XR Applications | Jun 8, 2022 | CPUHand Detection | —Unverified | 0 |
| Pushing the Limits of Learning-based Traversability Analysis for Autonomous Driving on CPU | Jun 7, 2022 | Autonomous DrivingCPU | —Unverified | 0 |
| [Reproducibility Report] Explainable Deep One-Class Classification | Jun 6, 2022 | Anomaly DetectionClassification | —Unverified | 0 |
| Delivering Document Conversion as a Cloud Service with High Throughput and Responsiveness | Jun 1, 2022 | CPUdocument understanding | CodeCode Available | 2 |
| FELARE: Fair Scheduling of Machine Learning Tasks on Heterogeneous Edge Systems | May 31, 2022 | BIG-bench Machine LearningCPU | CodeCode Available | 1 |
| End-to-end Optimization of Machine Learning Prediction Queries | May 31, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Fast-Spanning Ant Colony Optimisation (FaSACO) for Mobile Robot Coverage Path Planning | May 31, 2022 | CPU | —Unverified | 0 |
| A Meta Reinforcement Learning Approach for Predictive Autoscaling in the Cloud | May 31, 2022 | CPUDecision Making | CodeCode Available | 0 |
| DeepDefacer: Automatic Removal of Facial Features via U-Net Image Segmentation | May 31, 2022 | CPUDe-identification | —Unverified | 0 |
| FiltPIM: In-Memory Filter for DNA Sequencing | May 30, 2022 | CPU | —Unverified | 0 |
| A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law | May 30, 2022 | CPUGPU | —Unverified | 0 |
| EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction | May 29, 2022 | Autonomous DrivingCPU | CodeCode Available | 4 |
| Biological Evolution and Genetic Algorithms: Exploring the Space of Abstract Tile Self-Assembly | May 28, 2022 | CPUGPU | —Unverified | 0 |
| LEAF + AIO: Edge-Assisted Energy-Aware Object Detection for Mobile Augmented Reality | May 27, 2022 | CPUobject-detection | —Unverified | 0 |
| Multi-Agent Collaborative Inference via DNN Decoupling: Intermediate Feature Compression and Edge Learning | May 24, 2022 | Collaborative InferenceCPU | CodeCode Available | 1 |
| 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 |
| Lightweight Human Pose Estimation Using Heatmap-Weighting Loss | May 21, 2022 | CPUGPU | —Unverified | 0 |
| MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services | May 20, 2022 | CPUDistributed Computing | —Unverified | 0 |
| SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks | May 19, 2022 | CPUGPU | —Unverified | 0 |
| Estimating the randomness of quantum circuit ensembles up to 50 qubits | May 19, 2022 | CPUGPU | —Unverified | 0 |
| PLAID: An Efficient Engine for Late Interaction Retrieval | May 19, 2022 | CPUGPU | CodeCode Available | 4 |
| Confidential Machine Learning within Graphcore IPUs | May 18, 2022 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Fast matrix multiplication for binary and ternary CNNs on ARM CPU | May 18, 2022 | CPU | —Unverified | 0 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 |
| Optimization of Decision Tree Evaluation Using SIMD Instructions | May 15, 2022 | BinarizationCPU | CodeCode Available | 0 |
