| GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment | Oct 17, 2020 | GPUSelf-Driving Cars | —Unverified | 0 |
| Towards Online Steering of Flame Spray Pyrolysis Nanoparticle Synthesis | Oct 16, 2020 | CPUGPU | CodeCode Available | 0 |
| G-DARTS-A: Groups of Channel Parallel Sampling with Attention | Oct 16, 2020 | GPU | —Unverified | 0 |
| TopicBERT for Energy Efficient Document Classification | Oct 15, 2020 | ClassificationDocument Classification | CodeCode Available | 1 |
| Scaling Hamiltonian Monte Carlo Inference for Bayesian Neural Networks with Symmetric Splitting | Oct 14, 2020 | GPUUncertainty Quantification | CodeCode Available | 1 |
| Scalable Graph Networks for Particle Simulations | Oct 14, 2020 | GPU | CodeCode Available | 0 |
| A spatial model checker in GPU (extended version) | Oct 14, 2020 | GPUmodel | —Unverified | 0 |
| Fast meningioma segmentation in T1-weighted MRI volumes using a lightweight 3D deep learning architecture | Oct 14, 2020 | CPUGPU | CodeCode Available | 0 |
| ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding | Oct 13, 2020 | GPUNeural Architecture Search | CodeCode Available | 1 |
| PaGraph: Scaling GNN Training on Large Graphs via Computation-aware Caching and Partitioning | Oct 12, 2020 | CPUGPU | —Unverified | 0 |
| A Lightweight Speaker Recognition System Using Timbre Properties | Oct 12, 2020 | GPUSpeaker Identification | —Unverified | 0 |
| HiFi-GAN: Generative Adversarial Networks for Efficient and High Fidelity Speech Synthesis | Oct 12, 2020 | CPUGPU | CodeCode Available | 2 |
| Partial FC: Training 10 Million Identities on a Single Machine | Oct 11, 2020 | Face IdentificationFace Recognition | CodeCode Available | 2 |
| TurboTransformers: An Efficient GPU Serving System For Transformer Models | Oct 9, 2020 | GPUManagement | —Unverified | 0 |
| A Tensor Compiler for Unified Machine Learning Prediction Serving | Oct 9, 2020 | BIG-bench Machine LearningCPU | CodeCode Available | 2 |
| Concurrent Alternating Least Squares for multiple simultaneous Canonical Polyadic Decompositions | Oct 9, 2020 | GPU | CodeCode Available | 0 |
| WHO 2016 subtyping and automated segmentation of glioma using multi-task deep learning | Oct 9, 2020 | Decision MakingGPU | —Unverified | 0 |
| Attaining Real-Time Super-Resolution for Microscopic Images Using GAN | Oct 9, 2020 | GPUImage Super-Resolution | CodeCode Available | 1 |
| Large Scale Indexing of Generic Medical Image Data using Unbiased Shallow Keypoints and Deep CNN Features | Oct 8, 2020 | Domain AdaptationGeneral Classification | CodeCode Available | 1 |
| Memory-efficient GAN-based Domain Translation of High Resolution 3D Medical Images | Oct 6, 2020 | GPUImage Generation | —Unverified | 0 |
| LETI: Latency Estimation Tool and Investigation of Neural Networks inference on Mobile GPU | Oct 6, 2020 | CPUGPU | —Unverified | 0 |
| Efficient Inference For Neural Machine Translation | Oct 6, 2020 | CPUDecoder | —Unverified | 0 |
| Joint Scene and Object Tracking for Cost-Effective Augmented Reality Assisted Patient Positioning in Radiation Therapy | Oct 5, 2020 | CPUGPU | —Unverified | 0 |
| A Streaming Approach For Efficient Batched Beam Search | Oct 5, 2020 | GPUMachine Translation | CodeCode Available | 1 |
| Mastering Atari with Discrete World Models | Oct 5, 2020 | Atari GamesGPU | CodeCode Available | 1 |
| FORK: A Forward-Looking Actor For Model-Free Reinforcement Learning | Oct 4, 2020 | GPUMuJoCo | CodeCode Available | 1 |
| Diagonal Memory Optimisation for Machine Learning on Micro-controllers | Oct 4, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| NLP Service APIs and Models for Efficient Registration of New Clients | Oct 4, 2020 | GPULanguage Modeling | —Unverified | 0 |
| TensorBNN: Bayesian Inference for Neural Networks using Tensorflow | Sep 30, 2020 | Bayesian InferenceGPU | CodeCode Available | 1 |
| Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time | Sep 30, 2020 | 4kGPU | CodeCode Available | 1 |
| One Reflection Suffice | Sep 30, 2020 | GPU | —Unverified | 0 |
| Benchmark for Anonymous Video Analytics | Sep 30, 2020 | Age and Gender EstimationCPU | —Unverified | 0 |
| Grow-Push-Prune: aligning deep discriminants for effective structural network compression | Sep 29, 2020 | GPU | —Unverified | 0 |
| TorchRadon: Fast Differentiable Routines for Computed Tomography | Sep 29, 2020 | Computed Tomography (CT)CT Reconstruction | CodeCode Available | 1 |
| Differentiate Everything with a Reversible Domain-Specific Language | Sep 28, 2020 | GPU | —Unverified | 0 |
| Accelerating Multi-Model Inference by Merging DNNs of Different Weights | Sep 28, 2020 | GPUTransfer Learning | —Unverified | 0 |
| HetSeq: Distributed GPU Training on Heterogeneous Infrastructure | Sep 25, 2020 | GPUimage-classification | CodeCode Available | 1 |
| ANNdotNET -- deep learning tool on .NET Platform | Sep 23, 2020 | Deep LearningDescriptive | CodeCode Available | 1 |
| FusionStitching: Boosting Memory Intensive Computations for Deep Learning Workloads | Sep 23, 2020 | Code GenerationCPU | —Unverified | 0 |
| Visual Methods for Sign Language Recognition: A Modality-Based Review | Sep 22, 2020 | GPUSign Language Recognition | —Unverified | 0 |
| MSR-DARTS: Minimum Stable Rank of Differentiable Architecture Search | Sep 19, 2020 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Hardware Accelerator for Multi-Head Attention and Position-Wise Feed-Forward in the Transformer | Sep 18, 2020 | GPUPosition | —Unverified | 0 |
| Multi-Resolution Graph Neural Network for Large-Scale Pointcloud Segmentation | Sep 18, 2020 | GPUGraph Neural Network | —Unverified | 0 |
| Generating Efficient DNN-Ensembles with Evolutionary Computation | Sep 18, 2020 | CPUEnsemble Learning | —Unverified | 0 |
| BNAS-v2: Memory-efficient and Performance-collapse-prevented Broad Neural Architecture Search | Sep 18, 2020 | GPUNeural Architecture Search | —Unverified | 0 |
| Real-Time Execution of Large-scale Language Models on Mobile | Sep 15, 2020 | CPUEdge-computing | —Unverified | 0 |
| Lessons Learned from Applying off-the-shelf BERT: There is no Silver Bullet | Sep 15, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| RelativeNAS: Relative Neural Architecture Search via Slow-Fast Learning | Sep 14, 2020 | GPUKeypoint Detection | CodeCode Available | 1 |
| PDFFlow: parton distribution functions on GPU | Sep 14, 2020 | CPUGPU | CodeCode Available | 1 |
| EasyASR: A Distributed Machine Learning Platform for End-to-end Automatic Speech Recognition | Sep 14, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |