| Stabilizing the Maximal Entropy Moment Method for Rarefied Gas Dynamics at Single-Precision | Mar 6, 2023 | GPUvalid | CodeCode Available | 0 |
| Multiplexed gradient descent: Fast online training of modern datasets on hardware neural networks without backpropagation | Mar 5, 2023 | GPU | —Unverified | 0 |
| DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network | Mar 5, 2023 | GPUImage Classification | —Unverified | 0 |
| FluidLab: A Differentiable Environment for Benchmarking Complex Fluid Manipulation | Mar 4, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| FedML Parrot: A Scalable Federated Learning System via Heterogeneity-aware Scheduling on Sequential and Hierarchical Training | Mar 3, 2023 | Federated LearningGPU | CodeCode Available | 4 |
| POPGym: Benchmarking Partially Observable Reinforcement Learning | Mar 3, 2023 | BenchmarkingGPU | CodeCode Available | 2 |
| EPAM: A Predictive Energy Model for Mobile AI | Mar 2, 2023 | CPUGPU | —Unverified | 0 |
| BenchDirect: A Directed Language Model for Compiler Benchmarks | Mar 2, 2023 | Active LearningCPU | —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 |
| Internet Explorer: Targeted Representation Learning on the Open Web | Feb 27, 2023 | ClassificationGPU | CodeCode Available | 1 |
| EvoTorch: Scalable Evolutionary Computation in Python | Feb 24, 2023 | GPUreinforcement-learning | CodeCode Available | 3 |
| DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce Pipelining | Feb 24, 2023 | AllGPU | CodeCode Available | 1 |
| Map-and-Conquer: Energy-Efficient Mapping of Dynamic Neural Nets onto Heterogeneous MPSoCs | Feb 24, 2023 | GPU | —Unverified | 0 |
| VoxFormer: Sparse Voxel Transformer for Camera-based 3D Semantic Scene Completion | Feb 23, 2023 | 3D geometry3D Semantic Scene Completion | CodeCode Available | 3 |
| Learning Neural Volumetric Representations of Dynamic Humans in Minutes | Feb 23, 2023 | GPUNeRF | CodeCode Available | 1 |
| 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 |
| Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN | Feb 21, 2023 | GPUReal-Time Semantic Segmentation | CodeCode Available | 1 |
| 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 |
| Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learning | Feb 17, 2023 | ClassificationCPU | CodeCode Available | 1 |
| Towards Efficient Visual Adaption via Structural Re-parameterization | Feb 16, 2023 | GPUSemantic Segmentation | CodeCode Available | 1 |
| Fast evaluation of spherical harmonics with sphericart | Feb 16, 2023 | GPU | CodeCode Available | 1 |
| Speculative Decoding with Big Little Decoder | Feb 15, 2023 | Decoderde-en | CodeCode Available | 1 |
| Fine-tuning of sign language recognition models: a technical report | Feb 15, 2023 | Gesture RecognitionGPU | CodeCode Available | 1 |
| ML-driven Hardware Cost Model for MLIR | Feb 14, 2023 | CPUGPU | —Unverified | 0 |
| Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles | Feb 14, 2023 | GPUVisual Tracking | —Unverified | 0 |
| Simple Hardware-Efficient Long Convolutions for Sequence Modeling | Feb 13, 2023 | GPUimage-classification | CodeCode Available | 2 |
| Element-Wise Attention Layers: an option for optimization | Feb 10, 2023 | GPU | —Unverified | 0 |
| Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective Dynamics | Feb 9, 2023 | GPUImage Generation | CodeCode Available | 1 |
| ManiSkill2: A Unified Benchmark for Generalizable Manipulation Skills | Feb 9, 2023 | GPUImitation Learning | CodeCode Available | 1 |
| Reversible Vision Transformers | Feb 9, 2023 | GPUimage-classification | CodeCode Available | 1 |
| 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 |
| ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks via Learned Finite State Machines | Feb 8, 2023 | CPUDynamic neural networks | —Unverified | 0 |
| PartitionVAE -- a human-interpretable VAE | Feb 4, 2023 | GPU | —Unverified | 0 |
| Simple, Effective and General: A New Backbone for Cross-view Image Geo-localization | Feb 3, 2023 | geo-localizationGPU | CodeCode Available | 1 |
| Provably Bounding Neural Network Preimages | Feb 2, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Fast, Differentiable and Sparse Top-k: a Convex Analysis Perspective | Feb 2, 2023 | GPUMixture-of-Experts | —Unverified | 0 |
| Listen2Scene: Interactive material-aware binaural sound propagation for reconstructed 3D scenes | Feb 2, 2023 | Generative Adversarial NetworkGPU | CodeCode Available | 0 |
| EfficientRep:An Efficient Repvgg-style ConvNets with Hardware-aware Neural Network Design | Feb 1, 2023 | GPUobject-detection | CodeCode Available | 5 |
| 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 |
| Design and Implementation of A Soccer Ball Detection System with Multiple Cameras | Jan 31, 2023 | GPUHuman Animation | —Unverified | 0 |
| NASiam: Efficient Representation Learning using Neural Architecture Search for Siamese Networks | Jan 31, 2023 | Contrastive LearningEvolutionary Algorithms | CodeCode Available | 0 |
| Tricking AI chips into Simulating the Human Brain: A Detailed Performance Analysis | Jan 31, 2023 | CPUGPU | CodeCode Available | 0 |
| ArchiSound: Audio Generation with Diffusion | Jan 30, 2023 | Audio GenerationGPU | CodeCode Available | 4 |
| SoftTreeMax: Exponential Variance Reduction in Policy Gradient via Tree Search | Jan 30, 2023 | GPUPolicy Gradient Methods | —Unverified | 0 |