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Showing 3651–3700 of 5629 papers

TitleStatusHype
A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining—0
Leveraging the HW/SW Optimizations and Ecosystems that Drive the AI Revolution—0
Neural Nets with a Newton Conjugate Gradient Method on Multiple GPUs—0
Streaming-capable High-performance Architecture of Learned Image Compression CodecsCode0
Two-Stream Transformer Architecture for Long Video Understanding—0
OLLIE: Derivation-based Tensor Program Optimizer—0
Graph Neural Network with Local Frame for Molecular Potential Energy SurfaceCode0
GANDSE: Generative Adversarial Network based Design Space Exploration for Neural Network Accelerator Design—0
DNNShield: Dynamic Randomized Model Sparsification, A Defense Against Adversarial Machine Learning—0
BiFeat: Supercharge GNN Training via Graph Feature QuantizationCode0
Evaluating the Practicality of Learned Image Compression—0
Efficient High-Resolution Deep Learning: A Survey—0
DeepFusion: Real-Time Dense 3D Reconstruction for Monocular SLAM using Single-View Depth and Gradient Predictions—0
The BUTTER Zone: An Empirical Study of Training Dynamics in Fully Connected Neural NetworksCode0
GNN Transformation Framework for Improving Efficiency and ScalabilityCode0
Physics-Informed Learning of Aerosol Microphysics—0
Initial Orbit Determination for the CR3BP using Particle Swarm Optimization—0
Provable Defense Against Geometric TransformationsCode0
Dense RGB-D-Inertial SLAM with Map Deformations—0
COBRA: Cpu-Only aBdominal oRgan segmentAtion—0
EASNet: Searching Elastic and Accurate Network Architecture for Stereo MatchingCode0
Real-time End-to-End Video Text Spotter with Contrastive Representation LearningCode0
A Variant of Concurrent Constraint Programming on GPU—0
TSPipe: Learn from Teacher Faster with PipelinesCode0
Associative Memory Based Experience Replay for Deep Reinforcement Learning—0
Computer Vision for Volunteer Cotton Detection in a Corn Field with UAS Remote Sensing Imagery and Spot Spray Applications—0
Optimizing Data Collection in Deep Reinforcement Learning—0
Robust and efficient computation of retinal fractal dimension through deep approximation—0
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform—0
Robotic Detection of a Human-Comprehensible Gestural Language for Underwater Multi-Human-Robot Collaboration—0
STI: Turbocharge NLP Inference at the Edge via Elastic Pipelining—0
Accelerated Deep Lossless Image Coding with Unified Paralleleized GPU Coding Architecture—0
Spatiotemporal singular value decomposition for denoising in photoacoustic imaging with low-energy excitation light source—0
High Performance Simulation for Scalable Multi-Agent Reinforcement Learning—0
FastHebb: Scaling Hebbian Training of Deep Neural Networks to ImageNet Level—0
A Review of High-Performance Computing and Parallel Techniques Applied to Power Systems Optimization—0
SNeRF: Stylized Neural Implicit Representations for 3D Scenes—0
Betty: An Automatic Differentiation Library for Multilevel Optimization—0
Memory Efficient Patch-based Training for INR-based GANs—0
Sustainable AI Processing at the Edge—0
Dynamic Contrastive Distillation for Image-Text Retrieval—0
Protea: Client Profiling within Federated Systems using Flower—0
Recipe for Fast Large-scale SVM Training: Polishing, Parallelism, and more RAM!—0
Efficient Constituency Tree based Encoding for Natural Language to Bash TranslationCode0
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget—0
Lightweight Transformers for Conversational AI—0
Easy and Efficient Transformer: Scalable Inference Solution For Large NLP Model—0
CLUZH at SIGMORPHON 2022 Shared Tasks on Morpheme Segmentation and Inflection GenerationCode0
R-MelNet: Reduced Mel-Spectral Modeling for Neural TTS—0
Scalable K-FAC Training for Deep Neural Networks with Distributed PreconditioningCode0
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