| SHARP: An Adaptable, Energy-Efficient Accelerator for Recurrent Neural Network | Nov 4, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| FDDWNet: A Lightweight Convolutional Neural Network for Real-time Sementic Segmentation | Nov 2, 2019 | GPUSegmentation | —Unverified | 0 |
| From Research to Production and Back: Ludicrously Fast Neural Machine Translation | Nov 1, 2019 | C++ codeCPU | —Unverified | 0 |
| Query-focused Sentence Compression in Linear Time | Nov 1, 2019 | GPUSentence | —Unverified | 0 |
| Interactive Evidence Detection: train state-of-the-art model out-of-domain or simple model interactively? | Nov 1, 2019 | Fact CheckingGPU | —Unverified | 0 |
| ALERT: Accurate Learning for Energy and Timeliness | Oct 31, 2019 | CPUGPU | —Unverified | 0 |
| Scaling structural learning with NO-BEARS to infer causal transcriptome networks | Oct 31, 2019 | CPUGPU | CodeCode Available | 0 |
| Local SGD with Periodic Averaging: Tighter Analysis and Adaptive Synchronization | Oct 30, 2019 | Distributed OptimizationGPU | CodeCode Available | 0 |
| Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network | Oct 25, 2019 | CPUFace Alignment | —Unverified | 0 |
| Reconstruction of Undersampled 3D Non-Cartesian Image-Based Navigators for Coronary MRA Using an Unrolled Deep Learning Model | Oct 24, 2019 | CPUGPU | —Unverified | 0 |
| XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training | Oct 24, 2019 | GPU | —Unverified | 0 |
| Fast and Differentiable Message Passing on Pairwise Markov Random Fields | Oct 24, 2019 | DenoisingGPU | CodeCode Available | 0 |
| Reversible designs for extreme memory cost reduction of CNN training | Oct 24, 2019 | GPU | —Unverified | 0 |
| Random 2.5D U-net for Fully 3D Segmentation | Oct 23, 2019 | GPUSegmentation | —Unverified | 0 |
| SneakySnake: A Fast and Accurate Universal Genome Pre-Alignment Filter for CPUs, GPUs, and FPGAs | Oct 20, 2019 | CPUGPU | CodeCode Available | 0 |
| NASIB: Neural Architecture Search withIn Budget | Oct 19, 2019 | GPUimage-classification | —Unverified | 0 |
| Hyper: Distributed Cloud Processing for Large-Scale Deep Learning Tasks | Oct 16, 2019 | CPUDeep Learning | —Unverified | 0 |
| Tiny Video Networks | Oct 15, 2019 | CPUGPU | CodeCode Available | 0 |
| Octave Deep Plane-Sweeping Network: Reducing Spatial Redundancy for Learning-Based Plane-Sweeping Stereo | Oct 14, 2019 | Depth EstimationGPU | CodeCode Available | 0 |
| OmniTrack: Real-time detection and tracking of objects, text and logos in video | Oct 14, 2019 | GPUobject-detection | —Unverified | 0 |
| Characterizing Deep Learning Training Workloads on Alibaba-PAI | Oct 14, 2019 | Deep LearningGPU | —Unverified | 0 |
| A High-Throughput Solver for Marginalized Graph Kernels on GPU | Oct 14, 2019 | CPUGPU | —Unverified | 0 |
| Real-Time and Embedded Deep Learning on FPGA for RF Signal Classification | Oct 13, 2019 | General ClassificationGPU | —Unverified | 0 |
| EDEN: Enabling Energy-Efficient, High-Performance Deep Neural Network Inference Using Approximate DRAM | Oct 12, 2019 | CPUGPU | —Unverified | 0 |
| Autonomous Navigation via Deep Reinforcement Learning for Resource Constraint Edge Nodes using Transfer Learning | Oct 12, 2019 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 |
