| MBPTrack: Improving 3D Point Cloud Tracking with Memory Networks and Box Priors | Mar 9, 2023 | 3D Single Object TrackingAutonomous Driving | —Unverified | 0 |
| MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images | Mar 8, 2023 | GPUImage Registration | —Unverified | 0 |
| Gradient-Free Structured Pruning with Unlabeled Data | Mar 7, 2023 | GPUModel Compression | —Unverified | 0 |
| NEPHELE: A Neural Platform for Highly Realistic Cloud Radiance Rendering | Mar 7, 2023 | GPUNeRF | —Unverified | 0 |
| Stabilizing the Maximal Entropy Moment Method for Rarefied Gas Dynamics at Single-Precision | Mar 6, 2023 | GPUvalid | CodeCode Available | 0 |
| DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network | Mar 5, 2023 | GPUImage Classification | —Unverified | 0 |
| Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation | Mar 5, 2023 | GPU | —Unverified | 0 |
| BenchDirect: A Directed Language Model for Compiler Benchmarks | Mar 2, 2023 | Active LearningCPU | —Unverified | 0 |
| EPAM: A Predictive Energy Model for Mobile AI | Mar 2, 2023 | CPUGPU | —Unverified | 0 |
| Boosting Distributed Full-graph GNN Training with Asynchronous One-bit Communication | Mar 2, 2023 | GPUQuantization | —Unverified | 0 |
| In search of the most efficient and memory-saving visualization of high dimensional data | Feb 27, 2023 | CPUDimensionality Reduction | —Unverified | 0 |
| Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs | Feb 24, 2023 | GPU | —Unverified | 0 |
| Comparative Study of Coupling and Autoregressive Flows through Robust Statistical Tests | Feb 23, 2023 | Density EstimationGPU | CodeCode Available | 0 |
| Non-Uniform Interpolation in Integrated Gradients for Low-Latency Explainable-AI | Feb 22, 2023 | Explainable Artificial Intelligence (XAI)GPU | —Unverified | 0 |
| ACE: Zero-Shot Image to Image Translation via Pretrained Auto-Contrastive-Encoder | Feb 22, 2023 | Contrastive LearningGPU | CodeCode Available | 0 |
| MP-Rec: Hardware-Software Co-Design to Enable Multi-Path Recommendation | Feb 21, 2023 | CPUGPU | —Unverified | 0 |
| Multi-scale Motion-Aware Module for Video Action Recognition | Feb 19, 2023 | Action RecognitionGPU | —Unverified | 0 |
| Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent Environments | Feb 18, 2023 | GPUvalid | CodeCode Available | 0 |
| Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles | Feb 14, 2023 | GPUVisual Tracking | —Unverified | 0 |
| ML-driven Hardware Cost Model for MLIR | Feb 14, 2023 | CPUGPU | —Unverified | 0 |
| Element-Wise Attention Layers: an option for optimization | Feb 10, 2023 | GPU | —Unverified | 0 |
| ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines | Feb 8, 2023 | CPUDynamic neural networks | —Unverified | 0 |
| Efficient Joint Learning for Clinical Named Entity Recognition and Relation Extraction Using Fourier Networks: A Use Case in Adverse Drug Events | Feb 8, 2023 | GPUnamed-entity-recognition | CodeCode Available | 0 |
| PartitionVAE -- a human-interpretable VAE | Feb 4, 2023 | GPU | —Unverified | 0 |
| Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective | Feb 2, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| Provably Bounding Neural Network Preimages | Feb 2, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes | Feb 2, 2023 | Generative Adversarial NetworkGPU | CodeCode Available | 0 |
| Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis | Jan 31, 2023 | CPUGPU | CodeCode Available | 0 |
| NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks | Jan 31, 2023 | Contrastive LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Design and Implementation of A Soccer Ball Detection System with Multiple Cameras | Jan 31, 2023 | GPUHuman Animation | —Unverified | 0 |
| CMLCompiler: A Unified Compiler for Classical Machine Learning | Jan 31, 2023 | CPUGPU | —Unverified | 0 |
| Differentially Private Kernel Inducing Points using features from ScatterNets (DP-KIP-ScatterNet) for Privacy Preserving Data Distillation | Jan 31, 2023 | GPUPrivacy Preserving | CodeCode Available | 0 |
| SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms | Jan 30, 2023 | Edge-computingGPU | —Unverified | 0 |
| SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search | Jan 30, 2023 | GPUPolicy Gradient Methods | —Unverified | 0 |
| Gesture Control of Micro-drone: A Lightweight-Net with Domain Randomization and Trajectory Generators | Jan 29, 2023 | GPU | —Unverified | 0 |
| Exploring Attention Map Reuse for Efficient Transformer Neural Networks | Jan 29, 2023 | CPUGPU | —Unverified | 0 |
| Fast Region of Interest Proposals on Maritime UAVs | Jan 27, 2023 | GPU | —Unverified | 0 |
| PIT: Optimization of Dynamic Sparse Deep Learning Models via Permutation Invariant Transformation | Jan 26, 2023 | Deep LearningGPU | —Unverified | 0 |
| On Batching Variable Size Inputs for Training End-to-End Speech Enhancement Systems | Jan 25, 2023 | GPUSpeech Enhancement | —Unverified | 0 |
| Optimus-CC: Efficient Large NLP Model Training with 3D Parallelism Aware Communication Compression | Jan 24, 2023 | GPU | —Unverified | 0 |
| SuperScaler: Supporting Flexible DNN Parallelization via a Unified Abstraction | Jan 21, 2023 | GPUScheduling | —Unverified | 0 |
| Computationally Efficient 3D MRI Reconstruction with Adaptive MLP | Jan 21, 2023 | 3D ReconstructionGPU | —Unverified | 0 |
| AQuaMaM: An Autoregressive, Quaternion Manifold Model for Rapidly Estimating Complex SO(3) Distributions | Jan 21, 2023 | GPUPose Estimation | CodeCode Available | 0 |
| Estimation of mitral valve hinge point coordinates -- deep neural net for echocardiogram segmentation | Jan 20, 2023 | Feature EngineeringGPU | —Unverified | 0 |
| Predicting Surface Texture in Steel Manufacturing at Speed | Jan 20, 2023 | GPU | CodeCode Available | 0 |
| HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks | Jan 20, 2023 | GPULow-rank compression | —Unverified | 0 |
| Spatially Covariant Lesion Segmentation | Jan 19, 2023 | Computational EfficiencyGPU | —Unverified | 0 |
| Parametrization Cookbook: A set of Bijective Parametrizations for using Machine Learning methods in Statistical Inference | Jan 19, 2023 | GPU | —Unverified | 0 |
| Benchmarking YOLOv5 and YOLOv7 models with DeepSORT for droplet tracking applications | Jan 19, 2023 | BenchmarkingGPU | CodeCode Available | 0 |
| Effective End-to-End Vision Language Pretraining with Semantic Visual Loss | Jan 18, 2023 | GPU | —Unverified | 0 |