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Showing 3901–3950 of 5629 papers

TitleStatusHype
Identifying Planetary Transit Candidates in TESS Full-Frame Image Light Curves via Convolutional Neural Networks—0
Revisiting Locally Supervised Learning: an Alternative to End-to-end TrainingCode1
3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware—0
Embedding-based Instance Segmentation in MicroscopyCode1
RTGPU: Real-Time GPU Scheduling of Hard Deadline Parallel Tasks with Fine-Grain Utilization—0
A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks—0
Extensive networks would eliminate the demand for pricing formulas—0
GhostSR: Learning Ghost Features for Efficient Image Super-ResolutionCode0
GPU-Accelerated Optimizer-Aware Evaluation of Submodular Exemplar ClusteringCode0
Direct Spatial Implementation of Sparse Matrix Multipliers for Reservoir Computing—0
Efficient MPI-based Communication for GPU-Accelerated Dask ApplicationsCode0
Network Pruning using Adaptive Exemplar FiltersCode1
Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations—0
Marius: Learning Massive Graph Embeddings on a Single MachineCode1
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular AccessesCode1
Momentum^2 Teacher: Momentum Teacher with Momentum Statistics for Self-Supervised LearningCode1
Fast and accurate learned multiresolution dynamical downscaling for precipitationCode1
ZeRO-Offload: Democratizing Billion-Scale Model TrainingCode0
Scaling Deep Contrastive Learning Batch Size under Memory Limited SetupCode1
HarDNet-MSEG: A Simple Encoder-Decoder Polyp Segmentation Neural Network that Achieves over 0.9 Mean Dice and 86 FPSCode1
Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images—0
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road ScenesCode1
Counterfactual Generative NetworksCode1
GPU Acceleration for Synthetic Aperture Sonar Image Reconstruction—0
Scaling the Convex Barrier with Sparse Dual Algorithms—0
Towards Energy Efficient Federated Learning over 5G+ Mobile Devices—0
Towards Faster and Stabilized GAN Training for High-fidelity Few-shot Image SynthesisCode1
Boundary-Aware Segmentation Network for Mobile and Web ApplicationsCode2
UCNN: A Convolutional Strategy on Unstructured Mesh—0
Explainable Deep Behavioral Sequence Clustering for Transaction Fraud Detection—0
RepVGG: Making VGG-style ConvNets Great AgainCode2
Compound Word Transformer: Learning to Compose Full-Song Music over Dynamic Directed HypergraphsCode1
L2PF -- Learning to Prune Faster—0
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System—0
CNN-based Ego-Motion Estimation for Fast MAV ManeuversCode1
An A* Curriculum Approach to Reinforcement Learning for RGBD Indoor Robot Navigation—0
I-BERT: Integer-only BERT QuantizationCode2
Semantic Video Segmentation for Intracytoplasmic Sperm Injection Procedures—0
Generalized Latency Performance Estimation for Once-For-All Neural Architecture SearchCode0
DSXplore: Optimizing Convolutional Neural Networks via Sliding-Channel ConvolutionsCode1
A Framework for Fast Scalable BNN Inference using Googlenet and Transfer Learning—0
Benchmarking Ultra-High-Definition Image Super-Resolution—0
Fast Light-Field Disparity Estimation With Multi-Disparity-Scale Cost AggregationCode1
Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition—0
Visual Transformers: Where Do Transformers Really Belong in Vision Models?—0
EC-DARTS: Inducing Equalized and Consistent Optimization Into DARTS—0
Out-of-Core Surface Reconstruction via Global TGV Minimization—0
Neural Architecture Search via Combinatorial Multi-Armed Bandit—0
VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-wordsCode1
Faster and Smarter AutoAugment: Augmentation Policy Search Based on Dynamic Data-Clustering—0
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