| Taming Visually Guided Sound Generation | Oct 17, 2021 | Audio GenerationGPU | CodeCode Available | 1 |
| Hydra: A System for Large Multi-Model Deep Learning | Oct 16, 2021 | Deep LearningGPU | CodeCode Available | 1 |
| Accelerating Training and Inference of Graph Neural Networks with Fast Sampling and Pipelining | Oct 16, 2021 | GPU | CodeCode Available | 1 |
| Accelerating Genetic Programming using GPUs | Oct 15, 2021 | Binary Classificationfeature selection | CodeCode Available | 0 |
| Omni-sparsity DNN: Fast Sparsity Optimization for On-Device Streaming E2E ASR via Supernet | Oct 15, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Exploratory Lagrangian-Based Particle Tracing Using Deep Learning | Oct 15, 2021 | Deep LearningGPU | —Unverified | 0 |
| SingGAN: Generative Adversarial Network For High-Fidelity Singing Voice Generation | Oct 14, 2021 | Generative Adversarial NetworkGPU | —Unverified | 0 |
| Self-Supervised Domain Adaptation for Visual Navigation with Global Map Consistency | Oct 14, 2021 | Domain AdaptationGPU | —Unverified | 0 |
| Towards More Effective and Economic Sparsely-Activated Model | Oct 14, 2021 | GPUmodel | —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 |
| ByteTrack: Multi-Object Tracking by Associating Every Detection Box | Oct 13, 2021 | GPUMulti-Object Tracking | CodeCode Available | 1 |
| Across-Task Neural Architecture Search via Meta Learning | Oct 12, 2021 | Evolutionary AlgorithmsGPU | —Unverified | 0 |
| Synergy: Resource Sensitive DNN Scheduling in Multi-Tenant Clusters | Oct 12, 2021 | CPUGPU | —Unverified | 0 |
| LightSeq2: Accelerated Training for Transformer-based Models on GPUs | Oct 12, 2021 | DecoderGPU | CodeCode Available | 2 |
| Two-level Group Convolution | Oct 11, 2021 | GPUVocal Bursts Valence Prediction | —Unverified | 0 |
| Efficient Training of Audio Transformers with Patchout | Oct 11, 2021 | Acoustic Scene ClassificationAudio Classification | CodeCode Available | 1 |
| Beyond Desktop Computation: Challenges in Scaling a GPU Infrastructure | Oct 11, 2021 | GPUNavigate | —Unverified | 0 |
| DeepABM: Scalable, efficient and differentiable agent-based simulations via graph neural networks | Oct 9, 2021 | GPU | —Unverified | 0 |
| Themis: A Network Bandwidth-Aware Collective Scheduling Policy for Distributed Training of DL Models | Oct 9, 2021 | GPUScheduling | —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 |
| FAST-RIR: Fast neural diffuse room impulse response generator | Oct 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| 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 |
