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Papers

Showing 17761800 of 5629 papers

TitleStatusHype
A Novel Low-cost FPGA-based Real-time Object Tracking System0
Characterizing Deep Learning Training Workloads on Alibaba-PAI0
Characterizing Concurrency Mechanisms for NVIDIA GPUs under Deep Learning Workloads0
A Novel Implicit Neural Representation for Volume Data0
Characterizing and Understanding HGNN Training on GPUs0
Characterizing and Optimizing LLM Inference Workloads on CPU-GPU Coupled Architectures0
A Novel Framework for Neural Architecture Search in the Hill Climbing Domain0
Adaptable Butterfly Accelerator for Attention-based NNs via Hardware and Algorithm Co-design0
A Novel DNN Training Framework via Data Sampling and Multi-Task Optimization0
Characterizing and Efficiently Accelerating Multimodal Generation Model Inference0
A Novel Co-design Peta-scale Heterogeneous Cluster for Deep Learning Training0
Accelerating Deep Learning with Millions of Classes0
Federated Fine-Tuning of LLMs on the Very Edge: The Good, the Bad, the Ugly0
FetalDiffusion: Pose-Controllable 3D Fetal MRI Synthesis with Conditional Diffusion Model0
A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach0
Accelerating Clinical NLP at Scale with a Hybrid Framework with Reduced GPU Demands: A Case Study in Dementia Identification0
Channel Merging: Preserving Specialization for Merged Experts0
A Note on Deepfake Detection with Low-Resources0
3D Gaussian Ray Tracing: Fast Tracing of Particle Scenes0
Changing Base Without Losing Pace: A GPU-Efficient Alternative to MatMul in DNNs0
An Optimized Union-Find Algorithm for Connected Components Labeling Using GPUs0
Challenging GPU Dominance: When CPUs Outperform for On-Device LLM Inference0
An Optimized and Energy-Efficient Parallel Implementation of Non-Iteratively Trained Recurrent Neural Networks0
Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training0
Feature Pyramid Encoding Network for Real-time Semantic Segmentation0
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