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Showing 551–600 of 5629 papers

TitleStatusHype
Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic ParallelismCode2
Habitat: A Platform for Embodied AI ResearchCode2
Adversarial Score identity Distillation: Rapidly Surpassing the Teacher in One StepCode2
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image SegmentationCode2
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUsCode2
Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-FlowCode2
Differentiable Voxelization and Mesh MorphingCode2
Full Parameter Fine-tuning for Large Language Models with Limited ResourcesCode2
BiFormer: Vision Transformer with Bi-Level Routing AttentionCode2
Dynamic Adapter Meets Prompt Tuning: Parameter-Efficient Transfer Learning for Point Cloud AnalysisCode2
HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and DetectionCode2
Gamba: Marry Gaussian Splatting with Mamba for single view 3D reconstructionCode2
GPU Performance Portability needs AutotuningCode2
AutoFocus: Efficient Multi-Scale InferenceCode2
FluidLab: A Differentiable Environment for Benchmarking Complex Fluid ManipulationCode2
Follow-Your-Canvas: Higher-Resolution Video Outpainting with Extensive Content GenerationCode2
FP8-LM: Training FP8 Large Language ModelsCode2
Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured SparsityCode2
A User's Guide to KSig: GPU-Accelerated Computation of the Signature KernelCode2
FlashRNN: Optimizing Traditional RNNs on Modern HardwareCode2
Invertible Diffusion Models for Compressed SensingCode2
Isaac Gym: High Performance GPU-Based Physics Simulation For Robot LearningCode2
DEYO: DETR with YOLO for End-to-End Object DetectionCode2
Is One GPU Enough? Pushing Image Generation at Higher-Resolutions with Foundation ModelsCode2
Differentiable Forward Projector for X-ray Computed TomographyCode2
FRA-RIR: Fast Random Approximation of the Image-source MethodCode2
AudioDec: An Open-source Streaming High-fidelity Neural Audio CodecCode2
$100K or 100 Days: Trade-offs when Pre-Training with Academic ResourcesCode2
From GaLore to WeLore: How Low-Rank Weights Non-uniformly Emerge from Low-Rank GradientsCode2
KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio GenerationCode2
CaRL: Learning Scalable Planning Policies with Simple RewardsCode2
Dynamic-LLaVA: Efficient Multimodal Large Language Models via Dynamic Vision-language Context SparsificationCode2
Me LLaMA: Foundation Large Language Models for Medical ApplicationsCode2
LeanDojo: Theorem Proving with Retrieval-Augmented Language ModelsCode2
Quiver: Supporting GPUs for Low-Latency, High-Throughput GNN Serving with Workload AwarenessCode2
λ-ECLIPSE: Multi-Concept Personalized Text-to-Image Diffusion Models by Leveraging CLIP Latent SpaceCode2
BMInf: An Efficient Toolkit for Big Model Inference and TuningCode2
A Tensor Compiler for Unified Machine Learning Prediction ServingCode2
DELTA: Dynamically Optimizing GPU Memory beyond Tensor RecomputationCode1
Fine-tuning Quantized Neural Networks with Zeroth-order OptimizationCode1
Defocus Blur Detection via Depth DistillationCode1
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolutionCode1
Fine-tuning of sign language recognition models: a technical reportCode1
Fine-tuning giant neural networks on commodity hardware with automatic pipeline model parallelismCode1
Fine-Tuning Pre-trained Transformers into Decaying Fast WeightsCode1
FG-Net: Fast Large-Scale LiDAR Point Clouds Understanding Network Leveraging Correlated Feature Mining and Geometric-Aware ModellingCode1
Apt-Serve: Adaptive Request Scheduling on Hybrid Cache for Scalable LLM Inference ServingCode1
A Probabilistic Neuro-symbolic Layer for Algebraic Constraint SatisfactionCode1
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity EvaluationCode1
Fill the K-Space and Refine the Image: Prompting for Dynamic and Multi-Contrast MRI ReconstructionCode1
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