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Showing 2401–2425 of 5629 papers

TitleStatusHype
LAMM: Language-Assisted Multi-Modal Instruction-Tuning Dataset, Framework, and BenchmarkCode1
Push: Concurrent Probabilistic Programming for Bayesian Deep LearningCode0
Finding Hamiltonian cycles with graph neural networksCode0
EfficientBioAI: Making Bioimaging AI Models Efficient in Energy, Latency and RepresentationCode1
S^3: Increasing GPU Utilization during Generative Inference for Higher Throughput—0
Does Long-Term Series Forecasting Need Complex Attention and Extra Long Inputs?Code1
StreetSurf: Extending Multi-view Implicit Surface Reconstruction to Street ViewsCode2
Optimized Crystallographic Graph Generation for Material ScienceCode0
Modulation Classification Through Deep Learning Using Resolution Transformed Spectrograms—0
Revisiting Neural Retrieval on AcceleratorsCode1
DVIS: Decoupled Video Instance Segmentation FrameworkCode1
Towards Memory-Efficient Training for Extremely Large Output Spaces -- Learning with 500k Labels on a Single Commodity GPU—0
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight CompressionCode2
DVFO: Learning-Based DVFS for Energy-Efficient Edge-Cloud Collaborative Inference—0
Lightweight Vision Transformer with Bidirectional InteractionCode1
Wuerstchen: An Efficient Architecture for Large-Scale Text-to-Image Diffusion ModelsCode2
Accelerated Fingerprint Enhancement: A GPU-Optimized Mixed Architecture Approach—0
Autism Disease Detection Using Transfer Learning Techniques: Performance Comparison Between Central Processing Unit vs Graphics Processing Unit Functions for Neural Networks—0
Special Session: Approximation and Fault Resiliency of DNN Accelerators—0
Adam Accumulation to Reduce Memory Footprints of both Activations and Gradients for Large-scale DNN Training—0
Neuron to Graph: Interpreting Language Model Neurons at ScaleCode0
Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-ExpertsCode1
CTSN: Predicting Cloth Deformation for Skeleton-based Characters with a Two-stream Skinning Network—0
Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs—0
SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics—0
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