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Showing 2001–2050 of 5629 papers

TitleStatusHype
M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient PretrainingCode0
BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNetCode0
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering TasksCode0
MobileDets: Searching for Object Detection Architectures for Mobile AcceleratorsCode0
Edge-Guided Occlusion Fading Reduction for a Light-Weighted Self-Supervised Monocular Depth EstimationCode0
BlockSwap: Fisher-guided Block Substitution for Network Compression on a BudgetCode0
MLitB: Machine Learning in the BrowserCode0
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPUCode0
BlockQNN: Efficient Block-wise Neural Network Architecture GenerationCode0
PIM-Opt: Demystifying Distributed Optimization Algorithms on a Real-World Processing-In-Memory SystemCode0
ALTIS: Modernizing GPGPU BenchmarkingCode0
BlockLLM: Memory-Efficient Adaptation of LLMs by Selecting and Optimizing the Right Coordinate BlocksCode0
MIOpen: An Open Source Library For Deep Learning PrimitivesCode0
Fast and Optimal Laplacian Solver for Gradient-Domain Image Editing using Green Function ConvolutionCode0
Mitigating the Impact of Outlier Channels for Language Model Quantization with Activation RegularizationCode0
MLAAN: Scaling Supervised Local Learning with Multilaminar Leap Augmented Auxiliary NetworkCode0
BlendPCR: Seamless and Efficient Rendering of Dynamic Point Clouds captured by Multiple RGB-D CamerasCode0
Eco-evolutionary Dynamics of Non-episodic Neuroevolution in Large Multi-agent EnvironmentsCode0
Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM InferenceCode0
BlazeFace: Sub-millisecond Neural Face Detection on Mobile GPUsCode0
Mobius: A High Efficient Spatial-Temporal Parallel Training Paradigm for Text-to-Video Generation TaskCode0
EBIC: an open source software for high-dimensional and big data biclustering analysesCode0
EBFT: Effective and Block-Wise Fine-Tuning for Sparse LLMsCode0
Meta Networks for Neural Style TransferCode0
METER: a mobile vision transformer architecture for monocular depth estimationCode0
MG-GCN: Scalable Multi-GPU GCN Training FrameworkCode0
EASNet: Searching Elastic and Accurate Network Architecture for Stereo MatchingCode0
Message Scheduling for Performant, Many-Core Belief PropagationCode0
E2GC: Energy-efficient Group Convolution in Deep Neural NetworksCode0
A Case for Library-Level k-Means Binning in Histogram Gradient-Boosted TreesCode0
Memory-Efficient Implementation of DenseNetsCode0
Memory-efficient Segmentation of High-resolution Volumetric MicroCT ImagesCode0
A Comparison of Deep Learning Methods for Cell Detection in Digital CytologyCode0
Dynamic Risk Assessments for Offensive Cybersecurity AgentsCode0
Biomedical Named Entity Recognition at ScaleCode0
MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep LearningCode0
BindsNET: A machine learning-oriented spiking neural networks library in PythonCode0
Dynamic Data Augmentation via MCTS for Prostate MRI SegmentationCode0
A Comparative Measurement Study of Deep Learning as a Service FrameworkCode0
Megapixel Image Generation with Step-Unrolled Denoising AutoencodersCode0
Binarized Neural NetworksCode0
DYAD: A Descriptive Yet Abjuring Density efficient approximation to linear neural network layersCode0
Measuring the Energy Consumption and Efficiency of Deep Neural Networks: An Empirical Analysis and Design RecommendationsCode0
Duet: efficient and scalable hybriD neUral rElation undersTandingCode0
Bilinear CNNs for Fine-grained Visual RecognitionCode0
maxDNN: An Efficient Convolution Kernel for Deep Learning with Maxwell GPUsCode0
BiFeat: Supercharge GNN Training via Graph Feature QuantizationCode0
Matrix Factorization on GPUs with Memory Optimization and Approximate ComputingCode0
FastFace: Fast-converging Scheduler for Large-scale Face Recognition Training with One GPUCode0
Ristretto: Hardware-Oriented Approximation of Convolutional Neural NetworksCode0
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