| word2ket: Space-efficient Word Embeddings inspired by Quantum Entanglement | Nov 12, 2019 | GPUWord Embeddings | CodeCode Available | 0 |
| A Computing Kernel for Network Binarization on PyTorch | Nov 11, 2019 | BinarizationCPU | CodeCode Available | 0 |
| Factored Latent-Dynamic Conditional Random Fields for Single and Multi-label Sequence Modeling | Nov 9, 2019 | GPUModel Selection | CodeCode Available | 0 |
| Porous Lattice-based Transformer Encoder for Chinese NER | Nov 7, 2019 | Chinese Named Entity RecognitionGPU | CodeCode Available | 0 |
| Enabling Highly Efficient Capsule Networks Processing Through A PIM-Based Architecture Design | Nov 7, 2019 | GPUImage Segmentation | —Unverified | 0 |
| Spleeter: A Fast And State-of-the Art Music Source Separation Tool With Pre-trained Models | Nov 4, 2019 | GPUMusic Source Separation | CodeCode Available | 1 |
| Fast Optical System Identification by Numerical Interferometry | Nov 4, 2019 | CPUGPU | CodeCode Available | 0 |
| RangeNet++: Fast and Accurate LiDAR Semantic Segmentation | Nov 4, 2019 | 3D Semantic SegmentationAutonomous Vehicles | CodeCode Available | 1 |
| 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 |
| Query-focused Sentence Compression in Linear Time | Nov 1, 2019 | GPUSentence | —Unverified | 0 |
| DD-PPO: Learning Near-Perfect PointGoal Navigators from 2.5 Billion Frames | Nov 1, 2019 | Autonomous NavigationGPU | CodeCode Available | 1 |
| From Research to Production and Back: Ludicrously Fast Neural Machine Translation | Nov 1, 2019 | C++ codeCPU | —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 |
| Parallel WaveGAN: A fast waveform generation model based on generative adversarial networks with multi-resolution spectrogram | Oct 25, 2019 | Generative Adversarial NetworkGPU | CodeCode Available | 2 |
| Real-time Memory Efficient Large-pose Face Alignment via Deep Evolutionary Network | Oct 25, 2019 | CPUFace Alignment | —Unverified | 0 |
| XPipe: Efficient Pipeline Model Parallelism for Multi-GPU DNN Training | Oct 24, 2019 | GPU | —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 |
| Reversible designs for extreme memory cost reduction of CNN training | Oct 24, 2019 | GPU | —Unverified | 0 |
| Fast and Differentiable Message Passing on Pairwise Markov Random Fields | Oct 24, 2019 | DenoisingGPU | CodeCode Available | 0 |
| Random 2.5D U-net for Fully 3D Segmentation | Oct 23, 2019 | GPUSegmentation | —Unverified | 0 |
| GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech Recognition | Oct 22, 2019 | CPUDecoder | CodeCode Available | 1 |
