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Showing 3251–3300 of 5629 papers

TitleStatusHype
Fast Neural Network Inference on FPGAs for Triggering on Long-Lived Particles at Colliders—0
PowerFusion: A Tensor Compiler with Explicit Data Movement Description and Instruction-level Graph IR—0
Miriam: Exploiting Elastic Kernels for Real-time Multi-DNN Inference on Edge GPU—0
Carbon-Efficient Neural Architecture Search—0
Neural Fields for Interactive Visualization of Statistical Dependencies in 3D Simulation Ensembles—0
Improving Address Matching using Siamese Transformer NetworksCode0
Improving Automatic Parallel Training via Balanced Memory Workload Optimization—0
GHOST: A Graph Neural Network Accelerator using Silicon Photonics—0
TinySiamese Network for Biometric Analysis—0
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning—0
Rapid-INR: Storage Efficient CPU-free DNN Training Using Implicit Neural RepresentationCode0
Processing Energy Modeling for Neural Network Based Image Compression—0
DenseBAM-GI: Attention Augmented DeneseNet with momentum aided GRU for HMER—0
Separable Physics-Informed Neural Networks—0
Reduce Computational Complexity for Convolutional Layers by Skipping Zeros—0
Accelerating Transducers through Adjacent Token Merging—0
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms—0
Physics-inspired spatiotemporal-graph AI ensemble for the detection of higher order wave mode signals of spinning binary black hole mergersCode0
Computron: Serving Distributed Deep Learning Models with Model Parallel SwappingCode0
BatchGNN: Efficient CPU-Based Distributed GNN Training on Very Large Graphs—0
Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems—0
Visual Analysis of Large Multi-Field AMR Data on GPUs Using Interactive Volume Lines—0
Low Latency Edge Classification GNN for Particle Trajectory Tracking on FPGAs—0
GPU-Accelerated Verification of Machine Learning Models for Power Systems—0
Efficient HDR Reconstruction from Real-World Raw Images—0
Air Traffic Management Using a GPU-Accelerated Genetic AlgorithmCode0
Runtime Construction of Large-Scale Spiking Neuronal Network Models on GPU Devices—0
ZeRO++: Extremely Efficient Collective Communication for Giant Model Training—0
Implementation of Real-Time Automotive SAR Imaging—0
Deformation Monitoring of Tunnel using Phase-based Motion Magnification and Optical Flow—0
Expanding Versatility of Agile Locomotion through Policy Transitions Using Latent State Representation—0
Towards a Machine-Learned Poisson Solver for Low-Temperature Plasma Simulations in Complex Geometries—0
Flexible Channel Dimensions for Differentiable Architecture Search—0
Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections—0
Polyhedral Complex Extraction from ReLU Networks using Edge SubdivisionCode0
Slicing Unbalanced Optimal TransportCode0
Resource Efficient Neural Networks Using Hessian Based Pruning—0
Finding Hamiltonian cycles with graph neural networksCode0
Push: Concurrent Probabilistic Programming for Bayesian Deep LearningCode0
S^3: Increasing GPU Utilization during Generative Inference for Higher Throughput—0
Optimized Crystallographic Graph Generation for Material ScienceCode0
Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms—0
Towards Memory-Efficient Training for Extremely Large Output Spaces -- Learning with 500k Labels on a Single Commodity GPU—0
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference—0
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks—0
Accelerated Fingerprint Enhancement: A GPU-Optimized Mixed Architecture Approach—0
Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training—0
Special Session: Approximation and Fault Resiliency of DNN Accelerators—0
Neuron to Graph: Interpreting Language Model Neurons at ScaleCode0
CTSN: Predicting Cloth Deformation for Skeleton-based Characters with a Two-stream Skinning Network—0
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