| Lightweight Human Pose Estimation Using Heatmap-Weighting Loss | May 21, 2022 | CPUGPU | —Unverified | 0 |
| Lossless Acceleration for Seq2seq Generation with Aggressive Decoding | May 20, 2022 | Abstractive Text SummarizationGPU | CodeCode Available | 0 |
| MoESys: A Distributed and Efficient Mixture-of-Experts Training and Inference System for Internet Services | May 20, 2022 | CPUDistributed Computing | —Unverified | 0 |
| Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality | May 20, 2022 | GPUObject Detection | CodeCode Available | 0 |
| Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models | May 19, 2022 | Cloud ComputingGPU | —Unverified | 0 |
| Nebula-I: A General Framework for Collaboratively Training Deep Learning Models on Low-Bandwidth Cloud Clusters | May 19, 2022 | Cross-Lingual Natural Language InferenceDeep Learning | —Unverified | 0 |
| SOL: Reducing the Maintenance Overhead for Integrating Hardware Support into AI Frameworks | May 19, 2022 | CPUGPU | —Unverified | 0 |
| Estimating the randomness of quantum circuit ensembles up to 50 qubits | May 19, 2022 | CPUGPU | —Unverified | 0 |
| BackLink: Supervised Local Training with Backward Links | May 14, 2022 | GPU | —Unverified | 0 |
| Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking | May 11, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards | May 10, 2022 | CPUGPU | —Unverified | 0 |
| Accelerating the Training of Video Super-Resolution Models | May 10, 2022 | GPUSuper-Resolution | CodeCode Available | 0 |
| Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation | May 9, 2022 | GPUMachine Translation | CodeCode Available | 0 |
| A modular software framework for the design and implementation of ptychography algorithms | May 6, 2022 | GPUPosition | —Unverified | 0 |
| Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation | May 5, 2022 | CPUGPU | CodeCode Available | 0 |
| Physics to the Rescue: Deep Non-line-of-sight Reconstruction for High-speed Imaging | May 3, 2022 | GPU | —Unverified | 0 |
| Design equivariant neural networks for 3D point cloud | May 2, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound | Apr 30, 2022 | GPU | CodeCode Available | 0 |
| Depth Estimation with Simplified Transformer | Apr 28, 2022 | Autonomous DrivingDepth Estimation | —Unverified | 0 |
| AlphaZero-Inspired Game Learning: Faster Training by Using MCTS Only at Test Time | Apr 28, 2022 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search | Apr 27, 2022 | GPUNeural Architecture Search | —Unverified | 0 |
| On automatic calibration of the SIRD epidemiological model for COVID-19 data in Poland | Apr 26, 2022 | GPU | —Unverified | 0 |
| GPUNet: Searching the Deployable Convolution Neural Networks for GPUs | Apr 26, 2022 | GPUNeural Architecture Search | —Unverified | 0 |
| Memory Efficient Invertible Neural Networks for 3D Photoacoustic Imaging | Apr 24, 2022 | GPURetrieval | —Unverified | 0 |
| Efficient Training of Neural Transducer for Speech Recognition | Apr 22, 2022 | GPUspeech-recognition | —Unverified | 0 |
| Automating Neural Architecture Design without Search | Apr 21, 2022 | GPUGraph Neural Network | —Unverified | 0 |
| Cross-stitched Multi-modal Encoders | Apr 20, 2022 | ClassificationGPU | —Unverified | 0 |
| Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization | Apr 14, 2022 | Computed Tomography (CT)GPU | CodeCode Available | 0 |
| The MIT Supercloud Workload Classification Challenge | Apr 12, 2022 | ClassificationCPU | —Unverified | 0 |
| When NAS Meets Trees: An Efficient Algorithm for Neural Architecture Search | Apr 11, 2022 | GPUNeural Architecture Search | CodeCode Available | 0 |
| Heterogeneous Acceleration Pipeline for Recommendation System Training | Apr 11, 2022 | CPUGPU | —Unverified | 0 |
| Denoiser-based projections for 2-D super-resolution multi-reference alignment | Apr 10, 2022 | GPUSuper-Resolution | CodeCode Available | 0 |
| MR-iNet Gym: Framework for Edge Deployment of Deep Reinforcement Learning on Embedded Software Defined Radio | Apr 9, 2022 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| PetroGAN: A novel GAN-based approach to generate realistic, label-free petrographic datasets | Apr 7, 2022 | Deep LearningGPU | —Unverified | 0 |
| SqueezeNeRF: Further factorized FastNeRF for memory-efficient inference | Apr 6, 2022 | GPUNeRF | —Unverified | 0 |
| Bridging the Gap of AutoGraph between Academia and Industry: Analysing AutoGraph Challenge at KDD Cup 2020 | Apr 6, 2022 | AutoMLGPU | CodeCode Available | 0 |
| Graph-based Approximate NN Search: A Revisit | Apr 2, 2022 | CPUGPU | —Unverified | 0 |
| Domain Adaptation for Sparse-Data Settings: What Do We Gain by Not Using Bert? | Mar 31, 2022 | Domain AdaptationGPU | —Unverified | 0 |
| Fast Light-Weight Near-Field Photometric Stereo | Mar 30, 2022 | CPUGPU | —Unverified | 0 |
| Tampered VAE for Improved Satellite Image Time Series Classification | Mar 30, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| Revisiting Model-based Value Expansion | Mar 28, 2022 | GPUmodel | —Unverified | 0 |
| Stack operation of tensor networks | Mar 28, 2022 | CPUGPU | CodeCode Available | 0 |
| Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering | Mar 24, 2022 | GPUQuestion Answering | CodeCode Available | 0 |
| Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices | Mar 21, 2022 | BenchmarkingGPU | —Unverified | 0 |
| EAutoDet: Efficient Architecture Search for Object Detection | Mar 21, 2022 | GPUObject | —Unverified | 0 |
| Towards Device Efficient Conditional Image Generation | Mar 19, 2022 | Conditional Image GenerationCPU | —Unverified | 0 |
| Analysis and Adaptation of YOLOv4 for Object Detection in Aerial Images | Mar 18, 2022 | GPUObject | —Unverified | 0 |
| deepNIR: Datasets for generating synthetic NIR images and improved fruit detection system using deep learning techniques | Mar 17, 2022 | GPUImage Generation | —Unverified | 0 |
| GPU-Accelerated Parallel Gene-pool Optimal Mixing in a Gray-Box Optimization Setting | Mar 16, 2022 | GPU | —Unverified | 0 |
| Towards Neural Sparse Linear Solvers | Mar 14, 2022 | GPUGraph Neural Network | —Unverified | 0 |