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Showing 3501–3550 of 5629 papers

TitleStatusHype
SpSC: A Fast and Provable Algorithm for Sampling-Based GNN Training—0
TransSlowDown: Efficiency Attacks on Neural Machine Translation Systems—0
Understanding the Role of Self Attention for Efficient Speech Recognition—0
A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks—0
Not-so fine-tuning: Measures of Common Sense for Language Models—0
Understanding Egocentric Hand-Object Interactions from Hand Pose Estimation—0
Confusion-based rank similarity filters for computationally-efficient machine learning on high dimensional dataCode0
Fast-MD: Fast Multi-Decoder End-to-End Speech Translation with Non-Autoregressive Hidden IntermediatesCode3
Using neural networks to solve the 2D Poisson equation for electric field computation in plasma fluid simulationsCode0
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration—0
Applying supervised and reinforcement learning methods to create neural-network-based agents for playing StarCraft IICode1
MODNet-V: Improving Portrait Video Matting via Background RestorationCode0
Learning to Walk in Minutes Using Massively Parallel Deep Reinforcement LearningCode2
PredictionNet: Real-Time Joint Probabilistic Traffic Prediction for Planning, Control, and Simulation—0
Small-Bench NLP: Benchmark for small single GPU trained models in Natural Language ProcessingCode1
Emulating Aerosol Microphysics with Machine Learning—0
Predicting Efficiency/Effectiveness Trade-offs for Dense vs. Sparse Retrieval Strategy Selection—0
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS)—0
GhostShiftAddNet: More Features from Energy-Efficient OperationsCode0
Serving DNN Models with Multi-Instance GPUs: A Case of the Reconfigurable Machine Scheduling Problem—0
Fast query-by-example speech search using separable model—0
UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene ImageryCode2
Probabilistic Inference of Simulation Parameters via Parallel Differentiable Simulation—0
On-device neural speech synthesis—0
Self-Supervised Neural Architecture Search for Imbalanced DatasetsCode0
Are we ready for beyond-application high-volume data? The Reeds robot perception benchmark dataset—0
Efficient Scaling of Dynamic Graph Neural Networks—0
Dr. Top-k: Delegate-Centric Top-k on GPUsCode1
Exploiting Activation based Gradient Output Sparsity to Accelerate Backpropagation in CNNs—0
The NiuTrans System for the WMT21 Efficiency TaskCode1
Experimental implementation of a neural network optical channel equalizer in restricted hardware using pruning and quantization—0
Reconstructing occluded Elevation Information in Terrain Maps with Self-supervised LearningCode1
Can one hear the shape of a neural network?: Snooping the GPU via Magnetic Side Channel—0
The State of the Art when using GPUs in Devising Image Generation Methods Using Deep Learning—0
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search—0
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image HarmonizationCode1
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks—0
Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL—0
Face-NMS: A Core-set Selection Approach for Efficient Face RecognitionCode0
Bag of Tricks for Optimizing Transformer EfficiencyCode0
Elastic Significant Bit Quantization and Acceleration for Deep Neural Networks—0
Guiding Global Placement With Reinforcement Learning—0
RAMA: A Rapid Multicut Algorithm on GPUCode1
Characterization and Prediction of Deep Learning Workloads in Large-Scale GPU DatacentersCode1
Impact of GPU uncertainty on the training of predictive deep neural networks—0
Optimal Path Planning of Autonomous Marine Vehicles in Stochastic Dynamic Ocean Flows using a GPU-Accelerated Algorithm—0
CrypTen: Secure Multi-Party Computation Meets Machine LearningCode2
FBSNet: A Fast Bilateral Symmetrical Network for Real-Time Semantic SegmentationCode1
Relation Extraction Using Multiple Pre-Training Models in Biomedical Domain—0
Multi-model Machine Learning Inference Serving with GPU Spatial Partitioning—0
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