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Showing 10011050 of 5629 papers

TitleStatusHype
Dynamic Structure Pruning for Compressing CNNsCode1
The orchestration of Machine Learning frameworks with data streams and GPU acceleration in Kafka-ML: A deep-learning performance comparativeCode1
PoseRAC: Pose Saliency Transformer for Repetitive Action CountingCode1
CoordFill: Efficient High-Resolution Image Inpainting via Parameterized Coordinate QueryingCode1
Allegro-Legato: Scalable, Fast, and Robust Neural-Network Quantum Molecular Dynamics via Sharpness-Aware MinimizationCode1
Fourier-MIONet: Fourier-enhanced multiple-input neural operators for multiphase modeling of geological carbon sequestrationCode1
Efficient Large-scale Scene Representation with a Hybrid of High-resolution Grid and Plane FeaturesCode1
Internet Explorer: Targeted Representation Learning on the Open WebCode1
DeAR: Accelerating Distributed Deep Learning with Fine-Grained All-Reduce PipeliningCode1
Learning Neural Volumetric Representations of Dynamic Humans in MinutesCode1
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNNCode1
Efficient subtyping of ovarian cancer histopathology whole slide images using active sampling in multiple instance learningCode1
Towards Efficient Visual Adaption via Structural Re-parameterizationCode1
Fast evaluation of spherical harmonics with sphericartCode1
Fine-tuning of sign language recognition models: a technical reportCode1
Speculative Decoding with Big Little DecoderCode1
ManiSkill2: A Unified Benchmark for Generalizable Manipulation SkillsCode1
Reversible Vision TransformersCode1
Is This Loss Informative? Faster Text-to-Image Customization by Tracking Objective DynamicsCode1
Simple, Effective and General: A New Backbone for Cross-view Image Geo-localizationCode1
Pipe-BD: Pipelined Parallel Blockwise DistillationCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on GradientsCode1
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the EdgeCode1
AtMan: Understanding Transformer Predictions Through Memory Efficient Attention ManipulationCode1
MIGPerf: A Comprehensive Benchmark for Deep Learning Training and Inference Workloads on Multi-Instance GPUsCode1
Resource-Efficient RGBD Aerial TrackingCode1
Efficient Movie Scene Detection using State-Space TransformersCode1
Sepformer-based Models: More Efficient Models for Long Sequence Time-Series ForecastingCode1
Scalable Hybrid Learning Techniques for Scientific Data CompressionCode1
Real-Time Neural Light Field on Mobile DevicesCode1
GPU-accelerated Guided Source Separation for Meeting TranscriptionCode1
Optimized Sparse Matrix Operations for Reverse Mode Automatic DifferentiationCode1
SoftCTC -- Semi-Supervised Learning for Text Recognition using Soft Pseudo-LabelsCode1
Loss shaping enhances exact gradient learning with Eventprop in spiking neural networksCode1
Rethinking Disparity: A Depth Range Free Multi-View Stereo Based on DisparityCode1
PatchMatch-Stereo-Panorama, a fast dense reconstruction from 360° video imagesCode1
Re^2TAL: Rewiring Pretrained Video Backbones for Reversible Temporal Action LocalizationCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
NAS-LID: Efficient Neural Architecture Search with Local Intrinsic DimensionCode1
SketchBoost: Fast Gradient Boosted Decision Tree for Multioutput ProblemsCode1
Embedding a Differentiable Mel-cepstral Synthesis Filter to a Neural Speech Synthesis SystemCode1
A Practical Stereo Depth System for Smart GlassesCode1
Solving 3D Inverse Problems using Pre-trained 2D Diffusion ModelsCode1
Scaling Up Dataset Distillation to ImageNet-1K with Constant MemoryCode1
ParticleGrid: Enabling Deep Learning using 3D Representation of MaterialsCode1
Self-Supervised Graph Structure Refinement for Graph Neural NetworksCode1
Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical ReportCode1
Learned Smartphone ISP on Mobile GPUs with Deep Learning, Mobile AI & AIM 2022 Challenge: ReportCode1
TLP: A Deep Learning-based Cost Model for Tensor Program TuningCode1
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