| CASPIANET++: A Multidimensional Channel-Spatial Asymmetric Attention Network with Noisy Student Curriculum Learning Paradigm for Brain Tumor Segmentation | Jul 8, 2021 | Brain Tumor SegmentationGPU | —Unverified | 0 |
| SpecGrav -- Detection of Gravitational Waves using Deep Learning | Jul 8, 2021 | AstronomyDeep Learning | —Unverified | 0 |
| Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration | Jul 8, 2021 | FormGPU | —Unverified | 0 |
| FasterPose: A Faster Simple Baseline for Human Pose Estimation | Jul 7, 2021 | GPUPose Estimation | —Unverified | 0 |
| Vision Xformers: Efficient Attention for Image Classification | Jul 5, 2021 | ClassificationGPU | CodeCode Available | 1 |
| Fast and Scalable Optimal Transport for Brain Tractograms | Jul 5, 2021 | GPU | —Unverified | 0 |
| Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints | Jul 5, 2021 | Computational EfficiencyGPU | CodeCode Available | 1 |
| GraspME -- Grasp Manifold Estimator | Jul 5, 2021 | GPUKeypoint Estimation | —Unverified | 0 |
| Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction | Jul 4, 2021 | Atari GamesGPU | CodeCode Available | 0 |
| Isotonic Data Augmentation for Knowledge Distillation | Jul 3, 2021 | AttributeData Augmentation | —Unverified | 0 |
| Memory Efficient Meta-Learning with Large Images | Jul 2, 2021 | Few-Shot Image ClassificationGPU | CodeCode Available | 1 |
| Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets | Jul 2, 2021 | GPUMeta-Learning | CodeCode Available | 1 |
| A TensorFlow implementation of Local Binary Patterns Transform | Jun 30, 2021 | CPUGPU | CodeCode Available | 0 |
| Privacy Budget Scheduling | Jun 29, 2021 | CPUFairness | CodeCode Available | 1 |
| Object Detection Based Handwriting Localization | Jun 28, 2021 | GPUHandwriting Recognition | —Unverified | 0 |
| Fast computation of mutual information in the frequency domain with applications to global multimodal image alignment | Jun 28, 2021 | GPU | CodeCode Available | 1 |
| Habitat 2.0: Training Home Assistants to Rearrange their Habitat | Jun 28, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| Image Classification with CondenseNeXt for ARM-Based Computing Platforms | Jun 26, 2021 | Autonomous DrivingClassification | CodeCode Available | 0 |
| Lettuce: PyTorch-based Lattice Boltzmann Framework | Jun 24, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Exploring Stronger Feature for Temporal Action Localization | Jun 24, 2021 | Action LocalizationGPU | —Unverified | 0 |
| APNN-TC: Accelerating Arbitrary Precision Neural Networks on Ampere GPU Tensor Cores | Jun 23, 2021 | GPUQuantization | CodeCode Available | 1 |
| Randomness In Neural Network Training: Characterizing The Impact of Tooling | Jun 22, 2021 | GPU | CodeCode Available | 1 |
| VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning | Jun 22, 2021 | 3D Instance SegmentationCell Tracking | —Unverified | 0 |
| Context-aware PolyUNet for Liver and Lesion Segmentation from Abdominal CT Images | Jun 21, 2021 | Computed Tomography (CT)Diversity | —Unverified | 0 |
| CPM-2: Large-scale Cost-effective Pre-trained Language Models | Jun 20, 2021 | DecoderGPU | CodeCode Available | 1 |
