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TitleStatusHype
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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