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Showing 1451–1500 of 5629 papers

TitleStatusHype
STAT: Shrinking Transformers After Training—0
MoNDE: Mixture of Near-Data Experts for Large-Scale Sparse Models—0
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification—0
Spatio-Spectral Graph Neural NetworksCode1
Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM InferenceCode2
Cardiovascular Disease Detection from Multi-View Chest X-rays with BI-MambaCode1
DiG: Scalable and Efficient Diffusion Models with Gated Linear AttentionCode2
Pipette: Automatic Fine-grained Large Language Model Training Configurator for Real-World ClustersCode0
Scaling Laws and Compute-Optimal Training Beyond Fixed Training DurationsCode2
ViG: Linear-complexity Visual Sequence Learning with Gated Linear AttentionCode2
Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection—0
Coupled Mamba: Enhanced Multi-modal Fusion with Coupled State Space Model—0
Exploiting the Layered Intrinsic Dimensionality of Deep Models for Practical Adversarial Training—0
CudaSIFT-SLAM: multiple-map visual SLAM for full procedure mapping in real human endoscopy—0
Various Lengths, Constant Speed: Efficient Language Modeling with Lightning AttentionCode3
SWAT: Scalable and Efficient Window Attention-based Transformers Acceleration on FPGAs—0
TrojFM: Resource-efficient Backdoor Attacks against Very Large Foundation ModelsCode0
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings—0
Transformers Can Do Arithmetic with the Right EmbeddingsCode3
GPU Based Differential Evolution: New Insights and Comparative Study—0
LoQT: Low-Rank Adapters for Quantized PretrainingCode2
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol—0
vHeat: Building Vision Models upon Heat ConductionCode3
Apply Distributed CNN on Genomics to accelerate Transcription-Factor TAL1 Motif Prediction—0
LUCIE: A Lightweight Uncoupled ClImate Emulator with long-term stability and physical consistency for O(1000)-member ensemblesCode0
HETHUB: A Distributed Training System with Heterogeneous Cluster for Large-Scale Models—0
MINet: Multi-scale Interactive Network for Real-time Salient Object Detection of Strip Steel Surface DefectsCode1
A GPU-Accelerated Bi-linear ADMM Algorithm for Distributed Sparse Machine Learning—0
Accelerating Diffusion Models with Parallel Sampling: Inference at Sub-Linear Time Complexity—0
Looking Backward: Streaming Video-to-Video Translation with Feature BanksCode4
DAGER: Exact Gradient Inversion for Large Language ModelsCode1
Sparse Matrix in Large Language Model Fine-tuningCode1
ARVideo: Autoregressive Pretraining for Self-Supervised Video Representation Learning—0
Fast inference with Kronecker-sparse matricesCode1
Fast Bayesian Inference for Neutrino Non-Standard Interactions at Dark Matter Direct Detection ExperimentsCode0
ArchesWeather: An efficient AI weather forecasting model at 1.5° resolutionCode1
CoMERA: Computing- and Memory-Efficient Training via Rank-Adaptive Tensor OptimizationCode0
Tele-Aloha: A Low-budget and High-authenticity Telepresence System Using Sparse RGB Cameras—0
MAMBA4D: Efficient Long-Sequence Point Cloud Video Understanding with Disentangled Spatial-Temporal State Space Models—0
LiteVAE: Lightweight and Efficient Variational Autoencoders for Latent Diffusion Models—0
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token IdentificationCode1
Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and InferenceCode1
ReCycle: Resilient Training of Large DNNs using Pipeline Adaptation—0
Attention as an RNNCode1
HoverFast: an accurate, high-throughput, clinically deployable nuclear segmentation tool for brightfield digital pathology images—0
Adversarial Training of Two-Layer Polynomial and ReLU Activation Networks via Convex OptimizationCode0
What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence FunctionsCode2
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM InferenceCode1
Personalized Residuals for Concept-Driven Text-to-Image Generation—0
Parallelization of the K-Means Algorithm with Applications to Big Data Clustering—0
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