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Showing 2951–3000 of 5629 papers

TitleStatusHype
DeSparsify: Adversarial Attack Against Token Sparsification Mechanisms in Vision TransformersCode0
Spin: An Efficient Secure Computation Framework with GPU Acceleration—0
Scalable and Efficient Temporal Graph Representation Learning via Forward Recent SamplingCode0
PRIME: Protect Your Videos From Malicious EditingCode0
Faster Inference of Integer SWIN Transformer by Removing the GELU Activation—0
Enriched Physics-informed Neural Networks for Dynamic Poisson-Nernst-Planck Systems—0
An Accurate and Low-Parameter Machine Learning Architecture for Next Location Prediction—0
Paramanu: A Family of Novel Efficient Generative Foundation Language Models for Indian Languages—0
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers—0
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget—0
GPU Cluster Scheduling for Network-Sensitive Deep Learning—0
M2-Encoder: Advancing Bilingual Image-Text Understanding by Large-scale Efficient PretrainingCode0
The Case for Co-Designing Model Architectures with Hardware—0
CNN architecture extraction on edge GPU—0
Automated Root Causing of Cloud Incidents using In-Context Learning with GPT-4—0
Edge-Enabled Real-time Railway Track Segmentation—0
Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning—0
Exact analytical algorithm for solvent accessible surface area and derivatives in implicit solvent molecular simulations on GPUs—0
A Lightweight FPGA-based IDS-ECU Architecture for Automotive CAN—0
Towards providing reliable job completion time predictions using PCSCode0
LoMA: Lossless Compressed Memory Attention—0
TP-Aware Dequantization—0
Efficient approximation of Earth Mover's Distance Based on Nearest Neighbor SearchCode0
Beyond Traditional Approaches: Multi-Task Network for Breast Ultrasound DiagnosisCode0
Parameter-Efficient Detoxification with Contrastive Decoding—0
E^2-LLM: Efficient and Extreme Length Extension of Large Language Models—0
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting—0
Efficient Parallel Data Optimization for Homogeneous Diffusion Inpainting of 4K Images—0
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring—0
PANDORA: A Parallel Dendrogram Construction Algorithm for Single Linkage Clustering on GPU—0
Towards Safe Load Balancing based on Control Barrier Functions and Deep Reinforcement Learning—0
G-Meta: Distributed Meta Learning in GPU Clusters for Large-Scale Recommender Systems—0
A foundation for exact binarized morphological neural networksCode0
FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference—0
Efficient Multiscale Multimodal Bottleneck Transformer for Audio-Video Classification—0
IntervalMDP.jl: Accelerated Value Iteration for Interval Markov Decision ProcessesCode0
FlightLLM: Efficient Large Language Model Inference with a Complete Mapping Flow on FPGAs—0
LLaMA Beyond English: An Empirical Study on Language Capability Transfer—0
LTM: Lightweight Textured Mesh Extraction and Refinement of Large Unbounded Scenes for Efficient Storage and Real-time Rendering—0
LAMP: Learn A Motion Pattern for Few-Shot Video Generation—0
Distraction is All You Need: Memory-Efficient Image Immunization against Diffusion-Based Image Editing—0
Learning to Select Views for Efficient Multi-View Understanding—0
Slice3D: Multi-Slice Occlusion-Revealing Single View 3D Reconstruction—0
Scaling Laws for Data Filtering-- Data Curation cannot be Compute Agnostic—0
Time- Memory- and Parameter-Efficient Visual Adaptation—0
Discovery of Small Ultra-short-period Planets Orbiting KG Dwarfs in Kepler Survey Using GPU Phase Folding and Deep Learning Detection System—0
FALCON: Feature-Label Constrained Graph Net Collapse for Memory Efficient GNNsCode0
Masked Contrastive Reconstruction for Cross-modal Medical Image-Report Retrieval—0
Proximal Gradient Descent Unfolding Dense-spatial Spectral-attention Transformer for Compressive Spectral Imaging—0
A Comprehensive Evaluation of Parameter-Efficient Fine-Tuning on Software Engineering TasksCode0
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