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TitleStatusHype
Enabling High Data Throughput Reinforcement Learning on GPUs: A Domain Agnostic Framework for Data-Driven Scientific Research—0
Wireless-Powered Mobile Crowdsensing Enhanced by UAV-Mounted RIS: Joint Transmission, Compression, and Trajectory Design—0
NeuroSEM: A hybrid framework for simulating multiphysics problems by coupling PINNs and spectral elementsCode0
Textile Anomaly Detection: Evaluation of the State-of-the-Art for Automated Quality Inspection of Carpet—0
LSM-GNN: Large-scale Storage-based Multi-GPU GNN Training by Optimizing Data Transfer Scheme—0
Regression prediction algorithm for energy consumption regression in cloud computing based on horned lizard algorithm optimised convolutional neural network-bidirectional gated recurrent unit—0
Mixture of Experts with Mixture of Precisions for Tuning Quality of Service—0
RISC-V RVV efficiency for ANN algorithms—0
ARTEMIS: A Mixed Analog-Stochastic In-DRAM Accelerator for Transformer Neural Networks—0
MEMO: Fine-grained Tensor Management For Ultra-long Context LLM Training—0
PipeInfer: Accelerating LLM Inference using Asynchronous Pipelined Speculation—0
A Bag of Tricks for Scaling CPU-based Deep FFMs to more than 300m Predictions per Second—0
TensorTEE: Unifying Heterogeneous TEE Granularity for Efficient Secure Collaborative Tensor Computing—0
Analyzing Machine Learning Performance in a Hybrid Quantum Computing and HPC Environment—0
Accelerating MRI Uncertainty Estimation with Mask-based Bayesian Neural Network—0
Unified Anomaly Detection methods on Edge Device using Knowledge Distillation and Quantization—0
Supporting Cross-language Cross-project Bug Localization Using Pre-trained Language Models—0
Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms—0
FLY-TTS: Fast, Lightweight and High-Quality End-to-End Text-to-Speech Synthesis—0
Graph Neural Network as Computationally Efficient Emulator of Ice-sheet and Sea-level System Model (ISSM)—0
Towards Dynamic Resource Allocation and Client Scheduling in Hierarchical Federated Learning: A Two-Phase Deep Reinforcement Learning Approach—0
UpDLRM: Accelerating Personalized Recommendation using Real-World PIM Architecture—0
Sparse High Rank Adapters—0
GPU-Accelerated DCOPF using Gradient-Based OptimizationCode0
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction NetworkCode0
Endor: Hardware-Friendly Sparse Format for Offloaded LLM Inference—0
PixRO: Pixel-Distributed Rotational Odometry with Gaussian Belief Propagation—0
Practical offloading for fine-tuning LLM on commodity GPU via learned sparse projectorsCode0
Deep Symbolic Optimization for Combinatorial Optimization: Accelerating Node Selection by Discovering Potential HeuristicsCode0
GEB-1.3B: Open Lightweight Large Language Model—0
ProTrain: Efficient LLM Training via Memory-Aware Techniques—0
PreSto: An In-Storage Data Preprocessing System for Training Recommendation Models—0
fSEAD: a Composable FPGA-based Streaming Ensemble Anomaly Detection LibraryCode0
Investigating Memory Failure Prediction Across CPU Architectures—0
Ensemble Method for System Failure Detection Using Large-Scale Telemetry Data—0
Position Paper: Think Globally, React Locally -- Bringing Real-time Reference-based Website Phishing Detection on macOS—0
Proof of Quality: A Costless Paradigm for Trustless Generative AI Model Inference on Blockchains—0
Aerial Inspection of High-Voltage Power Lines Using YOLOv8 Real-Time Object DetectorCode0
Improving Simulation Regression Efficiency using a Machine Learning-based Method in Design Verification—0
SpGesture: Source-Free Domain-adaptive sEMG-based Gesture Recognition with Jaccard Attentive Spiking Neural NetworkCode0
Domain-specific augmentations with resolution agnostic self-attention mechanism improves choroid segmentation in optical coherence tomography images—0
eXmY: A Data Type and Technique for Arbitrary Bit Precision Quantization—0
Two Heads are Better Than One: Neural Networks Quantization with 2D Hilbert Curve-based Output Representation—0
Stochastic Learning of Computational Resource Usage as Graph Structured Multimarginal Schrödinger Bridge—0
CRF360D: Monocular 360 Depth Estimation via Spherical Fully-Connected CRFs—0
RobMOT: Robust 3D Multi-Object Tracking by Observational Noise and State Estimation Drift Mitigation on LiDAR PointCloudCode0
Novel Hardware Implementation of Deduplicating Visually Identical JPEG Image Chunks—0
DiskGNN: Bridging I/O Efficiency and Model Accuracy for Out-of-Core GNN Training—0
SwiftRL: Towards Efficient Reinforcement Learning on Real Processing-In-Memory SystemsCode0
Graph is all you need? Lightweight data-agnostic neural architecture search without training—0
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