| Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency | Oct 14, 2021 | Domain AdaptationGPU | —Unverified | 0 |
| Adaptive Elastic Training for Sparse Deep Learning on Heterogeneous Multi-GPU Servers | Oct 13, 2021 | Extreme Multi-Label ClassificationGPU | CodeCode Available | 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 |
| Across-Task Neural Architecture Search via Meta Learning | Oct 12, 2021 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| Beyond Desktop Computation: Challenges in Scaling a GPU Infrastructure | Oct 11, 2021 | GPUNavigate | —Unverified | 0 |
| Two-level Group Convolution | Oct 11, 2021 | GPUVocal Bursts Valence Prediction | —Unverified | 0 |
| Themis: A Network Bandwidth-Aware Collective Scheduling Policy for Distributed Training of DL Models | Oct 9, 2021 | GPUScheduling | —Unverified | 0 |
| DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks | Oct 9, 2021 | GPU | —Unverified | 0 |
| M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining | Oct 8, 2021 | CPUGPU | —Unverified | 0 |
| Automated Feature-Specific Tree Species Identification from Natural Images using Deep Semi-Supervised Learning | Oct 8, 2021 | GPU | —Unverified | 0 |
| FADNet++: Real-Time and Accurate Disparity Estimation with Configurable Networks | Oct 6, 2021 | Disparity EstimationGPU | —Unverified | 0 |
| Efficient GPU implementation of randomized SVD and its applications | Oct 5, 2021 | Data CompressionDeep Learning | —Unverified | 0 |
| DA-DRN: Degradation-Aware Deep Retinex Network for Low-Light Image Enhancement | Oct 5, 2021 | GPUImage Enhancement | —Unverified | 0 |
| Neural Implicit Surfaces for Efficient and Accurate Collisions in Physically Based Simulations | Oct 3, 2021 | GPU | CodeCode Available | 0 |
| Parallel Actors and Learners: A Framework for Generating Scalable RL Implementations | Oct 3, 2021 | CPUGPU | —Unverified | 0 |
| Scheduling Optimization Techniques for Neural Network Training | Oct 3, 2021 | GPUScheduling | —Unverified | 0 |
| 3rd Place Scheme on Instance Segmentation Track of ICCV 2021 VIPriors Challenges | Oct 1, 2021 | Data AugmentationGPU | —Unverified | 0 |
| Implementation of Parallel Simplified Swarm Optimization in CUDA | Oct 1, 2021 | GPU | —Unverified | 0 |
| Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads | Oct 1, 2021 | Deep LearningGPU | —Unverified | 0 |
| ASH: A Modern Framework for Parallel Spatial Hashing in 3D Perception | Oct 1, 2021 | GPUPoint Cloud Registration | —Unverified | 0 |
| Accelerating Inverse Rendering By Using a GPU and Reuse of Light Paths | Sep 30, 2021 | GPUInverse Rendering | —Unverified | 0 |
| DFSSATTEN: Dynamic Fine-grained Structured Sparse Attention Mechanism | Sep 29, 2021 | GPU | —Unverified | 0 |
| Adaptive Graph Capsule Convolutional Networks | Sep 29, 2021 | GPUReinforcement Learning (RL) | —Unverified | 0 |
| Coarformer: Transformer for large graph via graph coarsening | Sep 29, 2021 | GPU | —Unverified | 0 |