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Showing 2001–2050 of 5629 papers

TitleStatusHype
Short-Term Load Forecasting for AI-Data Center—0
AttFC: Attention Fully-Connected Layer for Large-Scale Face Recognition with One GPU—0
Fine-Tuning LLMs for Report Summarization: Analysis on Supervised and Unsupervised Data—0
Are We There Yet? A Measurement Study of Efficiency for LLM Applications on Mobile Devices—0
Global Context Is All You Need for Parallel Efficient Tractography Parcellation—0
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation—0
Training and Inference Efficiency of Encoder-Decoder Speech Models—0
Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning—0
Real-Time Semantic Segmentation of Aerial Images Using an Embedded U-Net: A Comparison of CPU, GPU, and FPGA Workflows—0
Wanda++: Pruning Large Language Models via Regional GradientsCode0
Eventprop training for efficient neuromorphic applications—0
Fine-Tuning Florence2 for Enhanced Object Detection in Un-constructed Environments: Vision-Language Model Approach—0
Predictable Scale: Part I -- Optimal Hyperparameter Scaling Law in Large Language Model Pretraining—0
JamMa: Ultra-lightweight Local Feature Matching with Joint Mamba—0
Partial Convolution Meets Visual Attention—0
Memory and Bandwidth are All You Need for Fully Sharded Data Parallel—0
CoServe: Efficient Collaboration-of-Experts (CoE) Model Inference with Limited Memory—0
OceanSim: A GPU-Accelerated Underwater Robot Perception Simulation Framework—0
Category-level Meta-learned NeRF Priors for Efficient Object Mapping—0
KurTail : Kurtosis-based LLM Quantization—0
Open-source framework for detecting bias and overfitting for large pathology imagesCode0
A Reconfigurable Stream-Based FPGA Accelerator for Bayesian Confidence Propagation Neural Networks—0
Cauchy Random Features for Operator Learning in Sobolev SpaceCode0
Floorplan-SLAM: A Real-Time, High-Accuracy, and Long-Term Multi-Session Point-Plane SLAM for Efficient Floorplan Reconstruction—0
Timing-Driven Global Placement by Efficient Critical Path Extraction—0
Efficient Jailbreaking of Large Models by Freeze Training: Lower Layers Exhibit Greater Sensitivity to Harmful Content—0
AMPLE: Event-Driven Accelerator for Mixed-Precision Inference of Graph Neural Networks—0
Supporting the development of Machine Learning for fundamental science in a federated Cloud with the AI_INFN platform—0
S4ConvD: Adaptive Scaling and Frequency Adjustment for Energy-Efficient Sensor Networks in Smart BuildingsCode0
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval—0
Striving for Faster and Better: A One-Layer Architecture with Auto Re-parameterization for Low-Light Image EnhancementCode0
QORT-Former: Query-optimized Real-time Transformer for Understanding Two Hands Manipulating Objects—0
Accurate and Scalable Graph Neural Networks via Message InvarianceCode0
SEKI: Self-Evolution and Knowledge Inspiration based Neural Architecture Search via Large Language Models—0
WaveGAS: Waveform Relaxation for Scaling Graph Neural Networks—0
AutoHete: An Automatic and Efficient Heterogeneous Training System for LLMs—0
FPGA-Accelerated SpeckleNN with SNL for Real-time X-ray Single-Particle Imaging—0
LLMs Have Rhythm: Fingerprinting Large Language Models Using Inter-Token Times and Network Traffic Analysis—0
Mechanistic PDE Networks for Discovery of Governing Equations—0
Software implemented fault diagnosis of natural gas pumping unit based on feedforward neural network—0
Accelerated Training on Low-Power Edge Devices—0
The Power of Graph Signal Processing for Chip Placement Acceleration—0
Lean and Mean: Decoupled Value Policy Optimization with Global Value Guidance—0
SparseTransX: Efficient Training of Translation-Based Knowledge Graph Embeddings Using Sparse Matrix OperationsCode0
Low-distortion and GPU-compatible Tree Embeddings in Hyperbolic Space—0
A Split-Window Transformer for Multi-Model Sequence Spammer Detection using Multi-Model Variational Autoencoder—0
Fine-Tuning Qwen 2.5 3B for Realistic Movie Dialogue Generation—0
A Universal Framework for Compressing Embeddings in CTR PredictionCode0
Round Attention: A Novel Round-Level Attention Mechanism to Accelerate LLM Inference—0
Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic SimilarityCode0
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