| RTMDet: An Empirical Study of Designing Real-Time Object Detectors | Dec 14, 2022 | GPUInstance Segmentation | CodeCode Available | 4 |
| An Exploratory Study of AI System Risk Assessment from the Lens of Data Distribution and Uncertainty | Dec 13, 2022 | GPU | —Unverified | 0 |
| Single Cell Training on Architecture Search for Image Denoising | Dec 13, 2022 | Computational EfficiencyDenoising | —Unverified | 0 |
| CNO-LSTM: A Chaotic Neural Oscillatory Long Short-Term Memory Model for Text Classification | Dec 12, 2022 | ClassificationGPU | —Unverified | 0 |
| Recurrent Vision Transformers for Object Detection with Event Cameras | Dec 11, 2022 | Event-based visionGPU | CodeCode Available | 2 |
| Focal-PETR: Embracing Foreground for Efficient Multi-Camera 3D Object Detection | Dec 11, 2022 | 3D Object DetectionGPU | —Unverified | 0 |
| Elixir: Train a Large Language Model on a Small GPU Cluster | Dec 10, 2022 | CPUGPU | CodeCode Available | 7 |
| Optimized Sparse Matrix Operations for Reverse Mode Automatic Differentiation | Dec 10, 2022 | GPU | CodeCode Available | 1 |
| GPU-accelerated Guided Source Separation for Meeting Transcription | Dec 10, 2022 | blind source separationCPU | CodeCode Available | 1 |
| Towards a learning-based performance modeling for accelerating Deep Neural Networks | Dec 9, 2022 | GPU | —Unverified | 0 |
| TinyKG: Memory-Efficient Training Framework for Knowledge Graph Neural Recommender Systems | Dec 8, 2022 | GPUKnowledge Graphs | —Unverified | 0 |
| An Efficient Evolutionary Deep Learning Framework Based on Multi-source Transfer Learning to Evolve Deep Convolutional Neural Networks | Dec 7, 2022 | GPUTransfer Learning | —Unverified | 0 |
| BiPMAP: A Toolbox for Predictions of Perceived Motion Artifacts on Modern Displays | Dec 7, 2022 | GPU | —Unverified | 0 |
| Multi-Objective Linear Ensembles for Robust and Sparse Training of Few-Bit Neural Networks | Dec 7, 2022 | Combinatorial OptimizationFew-Shot Learning | CodeCode Available | 0 |
| Supervised Tractogram Filtering using Geometric Deep Learning | Dec 6, 2022 | Deep LearningGPU | CodeCode Available | 0 |
| Event-based Monocular Dense Depth Estimation with Recurrent Transformers | Dec 6, 2022 | DecoderDepth Estimation | —Unverified | 0 |
| Vision Transformer Computation and Resilience for Dynamic Inference | Dec 6, 2022 | GPUSemantic Segmentation | —Unverified | 0 |
| Bi-Level Optimization Augmented with Conditional Variational Autoencoder for Autonomous Driving in Dense Traffic | Dec 5, 2022 | Autonomous DrivingGPU | —Unverified | 0 |
| SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-Labels | Dec 5, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| cs-net: structural approach to time-series forecasting for high-dimensional feature space data with limited observations | Dec 5, 2022 | GPUMultivariate Time Series Forecasting | —Unverified | 0 |
| Accelerating Interactive Human-like Manipulation Learning with GPU-based Simulation and High-quality Demonstrations | Dec 5, 2022 | GPUImitation Learning | —Unverified | 0 |
| AdaCM: Adaptive ColorMLP for Real-Time Universal Photo-realistic Style Transfer | Dec 3, 2022 | 4kGPU | —Unverified | 0 |
| The RoyalFlush System for the WMT 2022 Efficiency Task | Dec 3, 2022 | DecoderGPU | —Unverified | 0 |
| A Learned Pixel-by-Pixel Lossless Image Compression Method with 59K Parameters and Parallel Decoding | Dec 2, 2022 | DecoderGPU | CodeCode Available | 0 |
| Loss shaping enhances exact gradient learning with Eventprop in spiking neural networks | Dec 2, 2022 | GPU | CodeCode Available | 1 |
