| Gator: Customizable Channel Pruning of Neural Networks with Gating | May 30, 2022 | GPU | CodeCode Available | 0 |
| Braille Letter Reading: A Benchmark for Spatio-Temporal Pattern Recognition on Neuromorphic Hardware | May 30, 2022 | GPU | CodeCode Available | 1 |
| A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law | May 30, 2022 | CPUGPU | —Unverified | 0 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| 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 |
| WaveMix: A Resource-efficient Neural Network for Image Analysis | May 28, 2022 | Efficient Neural NetworkGPU | CodeCode Available | 1 |
| FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness | May 27, 2022 | 16k4k | CodeCode Available | 6 |
| Green Hierarchical Vision Transformer for Masked Image Modeling | May 26, 2022 | GPUObject Detection | CodeCode Available | 1 |
| A Low Memory Footprint Quantized Neural Network for Depth Completion of Very Sparse Time-of-Flight Depth Maps | May 25, 2022 | DecoderDepth Completion | —Unverified | 0 |
| Designing an Efficient End-to-end Machine Learning Pipeline for Real-time Empty-shelf Detection | May 25, 2022 | GPU | —Unverified | 0 |
| Reliability Assessment of Neural Networks in GPUs: A Framework For Permanent Faults Injections | May 24, 2022 | GPU | —Unverified | 0 |
| Deep Learning Workload Scheduling in GPU Datacenters: Taxonomy, Challenges and Vision | May 24, 2022 | GPUScheduling | CodeCode Available | 0 |
| 3D helical CT Reconstruction with a Memory Efficient Learned Primal-Dual Architecture | May 24, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| FFHNet : Generating Multi-Fingered Robotic Grasps for Unknown Objects in Real-time | May 23, 2022 | GPUGrasp Generation | CodeCode Available | 1 |
| DOGE-Train: Discrete Optimization on GPU with End-to-end Training | May 23, 2022 | Combinatorial OptimizationGPU | CodeCode Available | 1 |
| Co-design of Embodied Neural Intelligence via Constrained Evolution | May 21, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Lightweight Human Pose Estimation Using Heatmap-Weighting Loss | May 21, 2022 | CPUGPU | —Unverified | 0 |
| Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality | May 20, 2022 | GPUObject Detection | CodeCode Available | 0 |
| EXODUS: Stable and Efficient Training of Spiking Neural Networks | May 20, 2022 | GPU | CodeCode Available | 1 |
| Lossless Acceleration for Seq2seq Generation with Aggressive Decoding | May 20, 2022 | Abstractive Text SummarizationGPU | CodeCode Available | 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 |
| Accelerated Training of Physics-Informed Neural Networks (PINNs) using Meshless Discretizations | May 19, 2022 | GPU | CodeCode Available | 1 |
