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Showing 2201–2250 of 5629 papers

TitleStatusHype
InkStream: Real-time GNN Inference on Streaming Graphs via Incremental UpdateCode0
Derivatives Sensitivities Computation under Heston Model on GPUCode1
Spatial-Assistant Encoder-Decoder Network for Real Time Semantic SegmentationCode1
Learning Dynamic MRI Reconstruction with Convolutional Network Assisted Reconstruction Swin Transformer—0
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured SparsityCode2
Universal Photorealistic Style Transfer: A Lightweight and Adaptive Approach—0
Generating and Imputing Tabular Data via Diffusion and Flow-based Gradient-Boosted TreesCode4
Convolutional Deep Kernel MachinesCode0
Forensic Video Analytic Software—0
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual TrackingCode1
ExBluRF: Efficient Radiance Fields for Extreme Motion Blurred ImagesCode1
Reducing Memory Requirements for the IPU using Butterfly Factorizations—0
Stack-and-Delay: a new codebook pattern for music generation—0
Astrocyte-Integrated Dynamic Function Exchange in Spiking Neural Networks—0
Autotuning Apache TVM-based Scientific Applications Using Bayesian OptimizationCode1
InstaFlow: One Step is Enough for High-Quality Diffusion-Based Text-to-Image GenerationCode3
A Distributed Data-Parallel PyTorch Implementation of the Distributed Shampoo Optimizer for Training Neural Networks At-ScaleCode0
Efficient MRI Parallel Imaging Reconstruction by K-Space Rendering via Generalized Implicit Neural RepresentationCode0
Mobile Vision Transformer-based Visual Object TrackingCode1
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT—0
FlowIBR: Leveraging Pre-Training for Efficient Neural Image-Based Rendering of Dynamic Scenes—0
Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference—0
DeViT: Decomposing Vision Transformers for Collaborative Inference in Edge Devices—0
Neurons in Large Language Models: Dead, N-gram, Positional—0
Dynamic Mesh-Aware Radiance FieldsCode1
Separable Self and Mixed Attention Transformers for Efficient Object TrackingCode1
CoLA: Exploiting Compositional Structure for Automatic and Efficient Numerical Linear AlgebraCode2
Patched Line Segment Learning for Vector Road Mapping—0
Efficient Training for Visual Tracking with Deformable Transformer—0
Comparative Analysis of CPU and GPU Profiling for Deep Learning Models—0
TODM: Train Once Deploy Many Efficient Supernet-Based RNN-T Compression For On-device ASR Models—0
QuantEase: Optimization-based Quantization for Language Models—0
Local Padding in Patch-Based GANs for Seamless Infinite-Sized Texture SynthesisCode0
Approximating High-Dimensional Minimal Surfaces with Physics-Informed Neural Networks—0
TensorBank: Tensor Lakehouse for Foundation Model Training—0
nanoT5: A PyTorch Framework for Pre-training and Fine-tuning T5-style Models with Limited ResourcesCode3
An FPGA smart camera implementation of segmentation models for drone wildfire imagery—0
SATAY: A Streaming Architecture Toolflow for Accelerating YOLO Models on FPGA Devices—0
FusionAI: Decentralized Training and Deploying LLMs with Massive Consumer-Level GPUs—0
Geometry-Informed Neural Operator for Large-Scale 3D PDEs—0
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images—0
SARATHI: Efficient LLM Inference by Piggybacking Decodes with Chunked Prefills—0
Diffusion Models for Interferometric Satellite Aperture RadarCode1
Latency-aware Unified Dynamic Networks for Efficient Image RecognitionCode1
Everything Perturbed All at Once: Enabling Differentiable Graph Attacks—0
Learning to Upsample by Learning to SampleCode1
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUsCode2
ABS-SGD: A Delayed Synchronous Stochastic Gradient Descent Algorithm with Adaptive Batch Size for Heterogeneous GPU Clusters—0
Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUsCode1
Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance—0
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