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Showing 401–450 of 5629 papers

TitleStatusHype
Splat-LOAM: Gaussian Splatting LiDAR Odometry and MappingCode2
GauRast: Enhancing GPU Triangle Rasterizers to Accelerate 3D Gaussian Splatting—0
SpeCache: Speculative Key-Value Caching for Efficient Generation of LLMs—0
DynamicVis: An Efficient and General Visual Foundation Model for Remote Sensing Image UnderstandingCode2
ML-Triton, A Multi-Level Compilation and Language Extension to Triton GPU Programming—0
Reducing Communication Overhead in Federated Learning for Network Anomaly Detection with Adaptive Client Selection—0
Tiled Flash Linear Attention: More Efficient Linear RNN and xLSTM KernelsCode2
Empowering Smaller Models: Tuning LLaMA and Gemma with Chain-of-Thought for Ukrainian Exam TasksCode1
Bolt3D: Generating 3D Scenes in Seconds—0
TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection—0
DIFFVSGG: Diffusion-Driven Online Video Scene Graph GenerationCode1
Optimized 3D Gaussian Splatting using Coarse-to-Fine Image Frequency Modulation—0
MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis—0
ClusComp: A Simple Paradigm for Model Compression and Efficient Finetuning—0
AccelGen: Heterogeneous SLO-Guaranteed High-Throughput LLM Inference Serving for Diverse Applications—0
Long-VMNet: Accelerating Long-Form Video Understanding via Fixed Memory—0
MaTVLM: Hybrid Mamba-Transformer for Efficient Vision-Language ModelingCode2
RENO: Real-Time Neural Compression for 3D LiDAR Point CloudsCode2
ZO2: Scalable Zeroth-Order Fine-Tuning for Extremely Large Language Models with Limited GPU MemoryCode3
PIPO: Pipelined Offloading for Efficient Inference on Consumer Devices—0
Changing Base Without Losing Pace: A GPU-Efficient Alternative to MatMul in DNNs—0
X-EcoMLA: Upcycling Pre-Trained Attention into MLA for Efficient and Extreme KV Compression—0
APLA: A Simple Adaptation Method for Vision TransformersCode1
Characterizing GPU Resilience and Impact on AI/HPC Systems—0
Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers—0
Distance-Based Tree-Sliced Wasserstein DistanceCode0
LLMPerf: GPU Performance Modeling meets Large Language ModelsCode0
Cost-effective Deep Learning Infrastructure with NVIDIA GPUCode0
OuroMamba: A Data-Free Quantization Framework for Vision Mamba Models—0
KV-Distill: Nearly Lossless Learnable Context Compression for LLMs—0
Speedy MASt3R—0
Low Complexity Point Tracking of the Myocardium in 2D EchocardiographyCode1
VideoScan: Enabling Efficient Streaming Video Understanding via Frame-level Semantic Carriers—0
MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based BatchingCode0
MarineGym: A High-Performance Reinforcement Learning Platform for Underwater Robotics—0
Priority-Aware Preemptive Scheduling for Mixed-Priority Workloads in MoE Inference—0
Sometimes Painful but Certainly Promising: Feasibility and Trade-offs of Language Model Inference at the Edge—0
TT-GaussOcc: Test-Time Compute for Self-Supervised Occupancy Prediction via Spatio-Temporal Gaussian Splatting—0
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space ModelsCode2
Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM InferenceCode0
Accelerating MoE Model Inference with Expert Sharding—0
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference OptimizationCode2
Are We There Yet? A Measurement Study of Efficiency for LLM Applications on Mobile Devices—0
Fine-Tuning LLMs for Report Summarization: Analysis on Supervised and Unsupervised Data—0
AdaptSR: Low-Rank Adaptation for Efficient and Scalable Real-World Super-Resolution—0
Short-Term Load Forecasting for AI-Data Center—0
AttFC: Attention Fully-Connected Layer for Large-Scale Face Recognition with One GPU—0
Efficient Distillation of Classifier-Free Guidance using AdaptersCode0
Global Context Is All You Need for Parallel Efficient Tractography Parcellation—0
A Mesh Is Worth 512 Numbers: Spectral-domain Diffusion Modeling for High-dimension Shape Generation—0
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