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Showing 201250 of 2231 papers

TitleStatusHype
GPU-accelerated Guided Source Separation for Meeting TranscriptionCode1
Generative Adversarial Super-Resolution at the Edge with Knowledge DistillationCode1
An introductory guide to aligning networks using SANA, the Simulated Annealing Network AlignerCode1
Generating QM1B with PySCF_IPUCode1
GenGNN: A Generic FPGA Framework for Graph Neural Network AccelerationCode1
Fully automated analysis of muscle architecture from B-mode ultrasound images with deep learningCode1
GEM: Online Globally consistent dense elevation mapping for unstructured terrainCode1
Collage: Seamless Integration of Deep Learning Backends with Automatic PlacementCode1
Collapsible Linear Blocks for Super-Efficient Super ResolutionCode1
HAT: Hardware-Aware Transformers for Efficient Natural Language ProcessingCode1
Co-design Hardware and Algorithm for Vector SearchCode1
Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ SegmentationCode1
FOX-NAS: Fast, On-device and Explainable Neural Architecture SearchCode1
High-performance Data Management for Whole Slide Image Analysis in Digital PathologyCode1
A Causal U-net based Neural Beamforming Network for Real-Time Multi-Channel Speech EnhancementCode1
Denoising Autoencoders for fast Combinatorial Black Box OptimizationCode1
APB2FaceV2: Real-Time Audio-Guided Multi-Face ReenactmentCode1
A Perceptually-Motivated Approach for Low-Complexity, Real-Time Enhancement of Fullband SpeechCode1
Frequency Cam: Imaging Periodic Signals in Real-TimeCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object DetectionCode1
Ginex: SSD-enabled Billion-scale Graph Neural Network Training on a Single Machine via Provably Optimal In-memory CachingCode1
Design and Implementation of an FPGA-Based Hardware Accelerator for TransformerCode1
GPU-Accelerated Viterbi Exact Lattice Decoder for Batched Online and Offline Speech RecognitionCode1
Efficient Hyperparameter Optimization in Deep Learning Using a Variable Length Genetic AlgorithmCode1
Distributed Deep Neural-Network-Based Middleware for Cyber-Attacks Detection in Smart IoT Ecosystem: A Novel Framework and Performance Evaluation ApproachCode1
Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGACode1
And the Bit Goes Down: Revisiting the Quantization of Neural NetworksCode1
Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language ModelsCode1
ApproxTrain: Fast Simulation of Approximate Multipliers for DNN Training and InferenceCode1
A Practical Stereo Depth System for Smart GlassesCode1
PyGim: An Efficient Graph Neural Network Library for Real Processing-In-Memory ArchitecturesCode1
Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense RetrievalCode1
ChamNet: Towards Efficient Network Design through Platform-Aware Model AdaptationCode1
Dynamic Low-Rank Sparse Adaptation for Large Language ModelsCode1
FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network InferenceCode1
DRL-Based Federated Self-Supervised Learning for Task Offloading and Resource Allocation in ISAC-Enabled Vehicle Edge ComputingCode1
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence DraftingCode1
CAVIAR: Co-simulation of 6G Communications, 3D Scenarios and AI for Digital TwinsCode1
Accelerated Bayesian SED Modeling using Amortized Neural Posterior EstimationCode1
ARIANN: Low-Interaction Privacy-Preserving Deep Learning via Function Secret SharingCode1
Dynamic Sparse Training with Structured SparsityCode1
Edge-Detect: Edge-centric Network Intrusion Detection using Deep Neural NetworkCode1
Accelerating the Super-Resolution Convolutional Neural NetworkCode1
Large Graph Convolutional Network Training with GPU-Oriented Data Communication ArchitectureCode1
Latent Replay for Real-Time Continual LearningCode1
Learning from Event Cameras with Sparse Spiking Convolutional Neural NetworksCode1
Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-ExpertsCode1
Learning with SignaturesCode1
An open-source deep learning algorithm for efficient and fully-automatic analysis of the choroid in optical coherence tomographyCode1
CatBoost: gradient boosting with categorical features supportCode1
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