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Showing 21512200 of 5629 papers

TitleStatusHype
Prediction-Assisted Online Distributed Deep Learning Workload Scheduling in GPU Clusters0
TimeRL: Efficient Deep Reinforcement Learning with Polyhedral Dependence Graphs0
Decentralized Diffusion Models0
iServe: An Intent-based Serving System for LLMs0
Scaling Large Language Model Training on Frontier with Low-Bandwidth Partitioning0
mFabric: An Efficient and Scalable Fabric for Mixture-of-Experts Training0
A GPU Implementation of Multi-Guiding Spark Fireworks Algorithm for Efficient Black-Box Neural Network OptimizationCode0
asanAI: In-Browser, No-Code, Offline-First Machine Learning Toolkit0
The Artificial Scientist -- in-transit Machine Learning of Plasma Simulations0
Single-Channel Distance-Based Source Separation for Mobile GPU in Outdoor and Indoor Environments0
TAPAS: Thermal- and Power-Aware Scheduling for LLM Inference in Cloud Platforms0
The Race to Efficiency: A New Perspective on AI Scaling Laws0
DeServe: Towards Affordable Offline LLM Inference via Decentralization0
Operator Learning for Reconstructing Flow Fields from Sparse Measurements: an Energy Transformer Approach0
FED: Fast and Efficient Dataset Deduplication Framework with GPU AccelerationCode0
AdaCM^2: On Understanding Extremely Long-Term Video with Adaptive Cross-Modality Memory Reduction0
Efficient Video Super-Resolution for Real-time Rendering with Decoupled G-buffer Guidance0
Building Vision Models upon Heat Conduction0
Breaking the Memory Barrier of Contrastive Loss via Tile-Based Strategy0
Higher-Order Ratio Cycles for Fast and Globally Optimal Shape MatchingCode0
FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting0
IGC: Integrating a Gated Calculator into an LLM to Solve Arithmetic Tasks Reliably and Efficiently0
AttriReBoost: A Gradient-Free Propagation Optimization Method for Cold Start Mitigation in Attribute Missing GraphsCode0
DaCapo: Score Distillation as Stacked Bridge for Fast and High-quality 3D Editing0
Adjoint sharding for very long context training of state space models0
Minimal Interaction Seperated Tuning: A New Paradigm for Visual Adaptation0
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity0
Towards Sustainable Large Language Model Serving0
Debunking the CUDA Myth Towards GPU-based AI Systems0
FastCHGNet: Training one Universal Interatomic Potential to 1.5 Hours with 32 GPUs0
FPGA-based Acceleration of Neural Network for Image Classification using Vitis AI0
Efficient Multi-Task Inferencing with a Shared Backbone and Lightweight Task-Specific Adapters for Automatic Scoring0
IMSSA: Deploying modern state-space models on memristive in-memory compute hardware0
LoL-PIM: Long-Context LLM Decoding with Scalable DRAM-PIM System0
MambaVO: Deep Visual Odometry Based on Sequential Matching Refinement and Training Smoothing0
Towards Ideal Temporal Graph Neural Networks: Evaluations and Conclusions after 10,000 GPU Hours0
Pushing the Envelope of Low-Bit LLM via Dynamic Error Compensation0
RAIN: Real-time Animation of Infinite Video Stream0
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design0
Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes0
Assessing Text Classification Methods for Cyberbullying Detection on Social Media Platforms0
Dovetail: A CPU/GPU Heterogeneous Speculative Decoding for LLM inference0
KunServe: Efficient Parameter-centric Memory Management for LLM Serving0
Power- and Fragmentation-aware Online Scheduling for GPU DatacentersCode0
Broadband Ground Motion Synthesis by Diffusion Model with Minimal Condition0
GQSA: Group Quantization and Sparsity for Accelerating Large Language Model Inference0
Balanced 3DGS: Gaussian-wise Parallelism Rendering with Fine-Grained Tiling0
CoSurfGS:Collaborative 3D Surface Gaussian Splatting with Distributed Learning for Large Scene Reconstruction0
Lillama: Large Language Models Compression via Low-Rank Feature Distillation0
Less is More: Towards Green Code Large Language Models via Unified Structural Pruning0
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