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Showing 201225 of 2231 papers

TitleStatusHype
Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded PlatformsCode1
FemtoDet: An Object Detection Baseline for Energy Versus Performance TradeoffsCode1
An introductory guide to aligning networks using SANA, the Simulated Annealing Network AlignerCode1
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural NetworksCode1
Dynamic Perceiver for Efficient Visual RecognitionCode1
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence DraftingCode1
PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory ArchitecturesCode1
Frequency Cam: Imaging Periodic Signals in Real-TimeCode1
Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learningCode1
GEM: Online Globally consistent dense elevation mapping for unstructured terrainCode1
Dynamic Low-Rank Sparse Adaptation for Large Language ModelsCode1
Dynamic Sparse Training with Structured SparsityCode1
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory CachingCode1
Glinthawk: A Two-Tiered Architecture for Offline LLM InferenceCode1
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless ThreadsCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
APB2FaceV2: Real-Time Audio-Guided Multi-Face ReenactmentCode1
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband SpeechCode1
ApHMM: Accelerating Profile Hidden Markov Models for Fast and Energy-Efficient Genome AnalysisCode1
GPU-accelerated Guided Source Separation for Meeting TranscriptionCode1
GPU-Accelerated WFST Beam Search Decoder for CTC-based Speech RecognitionCode1
GPU-based Private Information Retrieval for On-Device Machine Learning InferenceCode1
DQO-MAP: Dual Quadrics Multi-Object mapping with Gaussian SplattingCode1
HandTailor: Towards High-Precision Monocular 3D Hand RecoveryCode1
Distributed Deep Neural-Network-Based Middleware for Cyber-Attacks Detection in Smart IoT Ecosystem: A Novel Framework and Performance Evaluation ApproachCode1
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