| 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 |
| Understanding the Role of Self Attention for Efficient Speech Recognition | Sep 29, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks | Sep 29, 2021 | Adversarial AttackGPU | —Unverified | 0 |
| Not-so fine-tuning: Measures of Common Sense for Language Models | Sep 29, 2021 | Common Sense ReasoningGPU | —Unverified | 0 |
| Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation | Sep 29, 2021 | DecoderGPU | —Unverified | 0 |
| Confusion-based rank similarity filters for computationally-efficient machine learning on high dimensional data | Sep 28, 2021 | Computational EfficiencyGPU | CodeCode Available | 0 |
| 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 |
| Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulations | Sep 27, 2021 | GPU | CodeCode Available | 0 |
| Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration | Sep 26, 2021 | Deep LearningGPU | —Unverified | 0 |
| Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft II | Sep 26, 2021 | GPUStarcraft | CodeCode Available | 1 |
| MODNet-V: Improving Portrait Video Matting via Background Restoration | Sep 24, 2021 | GPUImage Matting | CodeCode Available | 0 |
| Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement Learning | Sep 24, 2021 | Deep Reinforcement LearningGPU | CodeCode Available | 2 |
| PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation | Sep 23, 2021 | Autonomous DrivingGPU | —Unverified | 0 |
| Small-Bench NLP: Benchmark for small single GPU trained models in Natural Language Processing | Sep 22, 2021 | GPULanguage Modelling | CodeCode Available | 1 |
| Emulating Aerosol Microphysics with Machine Learning | Sep 22, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection | Sep 22, 2021 | GPUInformation Retrieval | —Unverified | 0 |
| Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS) | Sep 20, 2021 | GPUobject-detection | —Unverified | 0 |
| GhostShiftAddNet: More Features from Energy-Efficient Operations | Sep 20, 2021 | CPUGPU | CodeCode Available | 0 |
| Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem | Sep 18, 2021 | GPUScheduling | —Unverified | 0 |
| Fast query-by-example speech search using separable model | Sep 18, 2021 | GPUWord Embeddings | —Unverified | 0 |
| UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery | Sep 18, 2021 | Change DetectionDecoder | CodeCode Available | 2 |
| Probabilistic Inference of Simulation Parameters via Parallel Differentiable Simulation | Sep 18, 2021 | Bayesian InferenceCode Generation | —Unverified | 0 |
| On-device neural speech synthesis | Sep 17, 2021 | GPUSpeech Synthesis | —Unverified | 0 |
| Self-Supervised Neural Architecture Search for Imbalanced Datasets | Sep 17, 2021 | GPUNeural Architecture Search | CodeCode Available | 0 |