| Fast Projection onto the Capped Simplex with Applications to Sparse Regression in Bioinformatics | Oct 16, 2021 | CPUregression | —Unverified | 0 |
| Semimartingale and continuous-time Markov chain approximation for rough stochastic local volatility models | Oct 15, 2021 | CPUTime Series | —Unverified | 0 |
| A Survey of Machine Learning Algorithms for Detecting Ransomware Encryption Activity | Oct 14, 2021 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Scalable Graph Embedding LearningOn A Single GPU | Oct 13, 2021 | CPUGPU | —Unverified | 0 |
| Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters | Oct 12, 2021 | CPUGPU | —Unverified | 0 |
| Event-Based high-speed low-latency fiducial marker tracking | Oct 12, 2021 | CPUPose Estimation | —Unverified | 0 |
| Efficient Neural Ranking using Forward Indexes | Oct 12, 2021 | CPUDocument Ranking | CodeCode Available | 1 |
| M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining | Oct 8, 2021 | CPUGPU | —Unverified | 0 |
| FAST-RIR: Fast neural diffuse room impulse response generator | Oct 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| Parallel Composition of Weighted Finite-State Transducers | Oct 6, 2021 | CPUspeech-recognition | —Unverified | 0 |
| PlumeCityNet: Multi-Resolution Air Quality Forecasting | Oct 6, 2021 | CPU | —Unverified | 0 |
| UHP-SOT: An Unsupervised High-Performance Single Object Tracker | Oct 5, 2021 | CPUObject | —Unverified | 0 |
| RASA: Efficient Register-Aware Systolic Array Matrix Engine for CPU | Oct 5, 2021 | CPU | —Unverified | 0 |
| Light-weight Deformable Registration using Adversarial Learning with Distilling Knowledge | Oct 4, 2021 | CPU | CodeCode Available | 1 |
| Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations | Oct 3, 2021 | CPUGPU | —Unverified | 0 |
| SECDA: Efficient Hardware/Software Co-Design of FPGA-based DNN Accelerators for Edge Inference | Oct 1, 2021 | CPUEdge-computing | CodeCode Available | 1 |
| Mining for Strong Gravitational Lenses with Self-supervised Learning | Sep 30, 2021 | CPURepresentation Learning | CodeCode Available | 1 |
| Deep Homography Estimation in Dynamic Surgical Scenes for Laparoscopic Camera Motion Extraction | Sep 30, 2021 | CPUHomography Estimation | CodeCode Available | 0 |
| Delving into Channels: Exploring Hyperparameter Space of Channel Bit Widths with Linear Complexity | Sep 29, 2021 | CPUQuantization | —Unverified | 0 |
| Multi-objective optimization for Hardware-aware Neural Architecture Search | Sep 29, 2021 | CPUHardware Aware Neural Architecture Search | —Unverified | 0 |
| EXPLAINABLE AI-BASED DYNAMIC FILTER PRUNING OF CONVOLUTIONAL NEURAL NETWORKS | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| TransSlowDown: Efficiency Attacks on Neural Machine Translation Systems | Sep 29, 2021 | CPUGPU | —Unverified | 0 |
| CT-ICP: Real-time Elastic LiDAR Odometry with Loop Closure | Sep 27, 2021 | CPULoop Closure Detection | CodeCode Available | 1 |
| Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden Intermediates | Sep 27, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 3 |
