| Efficient Visual Tracking via Hierarchical Cross-Attention Transformer | Mar 25, 2022 | CPUGPU | CodeCode Available | 1 |
| Adjacent Context Coordination Network for Salient Object Detection in Optical Remote Sensing Images | Mar 25, 2022 | DecoderGPU | CodeCode Available | 1 |
| Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering | Mar 24, 2022 | GPUQuestion Answering | CodeCode Available | 0 |
| Training-free Transformer Architecture Search | Mar 23, 2022 | DiversityGPU | CodeCode Available | 1 |
| Sionna: An Open-Source Library for Next-Generation Physical Layer Research | Mar 22, 2022 | BenchmarkingGPU | CodeCode Available | 1 |
| Benchmarking Test-Time Unsupervised Deep Neural Network Adaptation on Edge Devices | Mar 21, 2022 | BenchmarkingGPU | —Unverified | 0 |
| Not All Points Are Equal: Learning Highly Efficient Point-based Detectors for 3D LiDAR Point Clouds | Mar 21, 2022 | AllGPU | CodeCode Available | 2 |
| 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 |
| Mixed-Precision Neural Network Quantization via Learned Layer-wise Importance | Mar 16, 2022 | GPUQuantization | CodeCode Available | 1 |
| GPU-Accelerated Parallel Gene-pool Optimal Mixing in a Gray-Box Optimization Setting | Mar 16, 2022 | GPU | —Unverified | 0 |
| Panoptic SwiftNet: Pyramidal Fusion for Real-time Panoptic Segmentation | Mar 15, 2022 | Autonomous DrivingGPU | CodeCode Available | 1 |
| Towards Neural Sparse Linear Solvers | Mar 14, 2022 | GPUGraph Neural Network | —Unverified | 0 |
| Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris Detection | Mar 14, 2022 | GPUImage Enhancement | CodeCode Available | 0 |
| Training Protocol Matters: Towards Accurate Scene Text Recognition via Training Protocol Searching | Mar 13, 2022 | CPUGPU | CodeCode Available | 1 |
| Context-LSTM: a robust classifier for video detection on UCF101 | Mar 13, 2022 | Action DetectionAction Recognition | —Unverified | 0 |
| Deformable VisTR: Spatio temporal deformable attention for video instance segmentation | Mar 12, 2022 | GPUInstance Segmentation | CodeCode Available | 0 |
| Tevatron: An Efficient and Flexible Toolkit for Dense Retrieval | Mar 11, 2022 | GPURetrieval | CodeCode Available | 2 |
| GATSPI: GPU Accelerated Gate-Level Simulation for Power Improvement | Mar 11, 2022 | CPUGPU | —Unverified | 0 |
| Towards Less Constrained Macro-Neural Architecture Search | Mar 10, 2022 | GPUNeural Architecture Search | CodeCode Available | 1 |
| Geometric Optimisation on Manifolds with Applications to Deep Learning | Mar 9, 2022 | Deep LearningGPU | —Unverified | 0 |
| Stage-Aware Feature Alignment Network for Real-Time Semantic Segmentation of Street Scenes | Mar 8, 2022 | DecoderGPU | —Unverified | 0 |
| DARER: Dual-task Temporal Relational Recurrent Reasoning Network for Joint Dialog Sentiment Classification and Act Recognition | Mar 8, 2022 | Dialog Act ClassificationGPU | CodeCode Available | 1 |
| Deep Multi-Branch Aggregation Network for Real-Time Semantic Segmentation in Street Scenes | Mar 8, 2022 | DecoderGPU | —Unverified | 0 |
| End-to-end Multiple Instance Learning with Gradient Accumulation | Mar 8, 2022 | GPUMultiple Instance Learning | CodeCode Available | 1 |
| E2EC: An End-to-End Contour-based Method for High-Quality High-Speed Instance Segmentation | Mar 8, 2022 | GPUInstance Segmentation | CodeCode Available | 2 |
| A Push-Relabel Based Additive Approximation for Optimal Transport | Mar 7, 2022 | CPUGPU | CodeCode Available | 0 |
| Signature and Log-signature for the Study of Empirical Distributions Generated with GANs | Mar 7, 2022 | CPUData Visualization | CodeCode Available | 0 |
| WaveMix: Resource-efficient Token Mixing for Images | Mar 7, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning | Mar 5, 2022 | GPUKnowledge Distillation | CodeCode Available | 1 |
| Machine Learning for CUDA+MPI Design Rules | Mar 4, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models | Mar 4, 2022 | DecoderGPU | CodeCode Available | 2 |
| Mixed Reality Depth Contour Occlusion Using Binocular Similarity Matching and Three-dimensional Contour Optimisation | Mar 4, 2022 | GPUMixed Reality | —Unverified | 0 |
| Universal Segmentation of 33 Anatomies | Mar 4, 2022 | GPUImage Segmentation | —Unverified | 0 |
| High Noise Immune Time-domain Inversion via Cascade Network (TICaN) for Complex Scatterers | Mar 3, 2022 | DenoisingGPU | —Unverified | 0 |
| A Comprehensive Review of Computer Vision in Sports: Open Issues, Future Trends and Research Directions | Mar 3, 2022 | GPU | —Unverified | 0 |
| Query Processing on Tensor Computation Runtimes | Mar 3, 2022 | CPUGPU | —Unverified | 0 |
| py-irt: A Scalable Item Response Theory Library for Python | Mar 2, 2022 | GPU | CodeCode Available | 1 |
| Cardiotocogram Biomedical Signal Classification and Interpretation for Fetal Health Evaluation | Mar 1, 2022 | GPUInterpretable Machine Learning | —Unverified | 0 |
| Towards Machine Learning for Placement and Routing in Chip Design: a Methodological Overview | Feb 28, 2022 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| GPU-Accelerated Policy Optimization via Batch Automatic Differentiation of Gaussian Processes for Real-World Control | Feb 28, 2022 | Gaussian ProcessesGPU | —Unverified | 0 |
| DropIT: Dropping Intermediate Tensors for Memory-Efficient DNN Training | Feb 28, 2022 | GPUInstance Segmentation | CodeCode Available | 1 |
| One-shot Ultra-high-Resolution Generative Adversarial Network That Synthesizes 16K Images On A Single GPU | Feb 28, 2022 | 16k4k | —Unverified | 0 |
| PARIS and ELSA: An Elastic Scheduling Algorithm for Reconfigurable Multi-GPU Inference Servers | Feb 27, 2022 | GPUScheduling | —Unverified | 0 |
| Asyncval: A Toolkit for Asynchronously Validating Dense Retriever Checkpoints during Training | Feb 25, 2022 | GPUNatural Questions | CodeCode Available | 1 |
| Auto-scaling Vision Transformers without Training | Feb 24, 2022 | GPU | CodeCode Available | 1 |
| BERTVision -- A Parameter-Efficient Approach for Question Answering | Feb 24, 2022 | GPUQuestion Answering | CodeCode Available | 1 |
| Multi-Objective Dual Simplex-Mesh Based Deformable Image Registration for 3D Medical Images -- Proof of Concept | Feb 22, 2022 | GPUImage Registration | —Unverified | 0 |