| 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 |
| PLAID: An Efficient Engine for Late Interaction Retrieval | May 19, 2022 | CPUGPU | CodeCode Available | 4 |
| MESH2IR: Neural Acoustic Impulse Response Generator for Complex 3D Scenes | May 18, 2022 | 2kCPU | CodeCode Available | 1 |
| ETAD: Training Action Detection End to End on a Laptop | May 14, 2022 | Action DetectionGPU | CodeCode Available | 1 |
| BackLink: Supervised Local Training with Backward Links | May 14, 2022 | GPU | —Unverified | 0 |
| A Unified Framework for Implicit Sinkhorn Differentiation | May 13, 2022 | GPU | CodeCode Available | 1 |
| Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking | May 11, 2022 | Bayesian InferenceComputational Efficiency | —Unverified | 0 |
| Clinical Prompt Learning with Frozen Language Models | May 11, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| Accelerating the Training of Video Super-Resolution Models | May 10, 2022 | GPUSuper-Resolution | CodeCode Available | 0 |
| Training Personalized Recommendation Systems from (GPU) Scratch: Look Forward not Backwards | May 10, 2022 | CPUGPU | —Unverified | 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 |
| BDIS: Bayesian Dense Inverse Searching Method for Real-Time Stereo Surgical Image Matching | May 6, 2022 | CPUGPU | CodeCode Available | 1 |
| Fast Reconstruction of Three-Quarter Sampling Measurements Using Recurrent Local Joint Sparse Deconvolution and Extrapolation | May 5, 2022 | CPUGPU | CodeCode Available | 0 |
| ASE: Large-Scale Reusable Adversarial Skill Embeddings for Physically Simulated Characters | May 4, 2022 | GPUImitation Learning | CodeCode Available | 3 |
| In Defense of Image Pre-Training for Spatiotemporal Recognition | May 3, 2022 | GPUSTS | CodeCode Available | 1 |
| Physics to the Rescue: Deep Non-line-of-sight Reconstruction for High-speed Imaging | May 3, 2022 | GPU | —Unverified | 0 |
| APP-Net: Auxiliary-point-based Push and Pull Operations for Efficient Point Cloud Classification | May 2, 2022 | 3D Classification3D Point Cloud Classification | CodeCode Available | 1 |
| Design equivariant neural networks for 3D point cloud | May 2, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| BMInf: An Efficient Toolkit for Big Model Inference and Tuning | May 1, 2022 | CPUGPU | CodeCode Available | 2 |
| Complete Verification via Multi-Neuron Relaxation Guided Branch-and-Bound | Apr 30, 2022 | GPU | CodeCode Available | 0 |
| Fast Sampling of Diffusion Models with Exponential Integrator | Apr 29, 2022 | GPU | CodeCode Available | 3 |
| 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 |
