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09/04/2023
Implicit Neural Image Stitching With Enhanced and Blended Feature Reconstruction
Existing frameworks for image stitching often provide visually reasonabl...
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08/23/2023
Semantic-Aware Implicit Template Learning via Part Deformation Consistency
Learning implicit templates as neural fields has recently shown impressi...
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08/05/2023
RV-CURE: A RISC-V Capability Architecture for Full Memory Safety
Despite decades of efforts to resolve, memory safety violations are stil...
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06/02/2023
Chemical Property-Guided Neural Networks for Naphtha Composition Prediction
The naphtha cracking process heavily relies on the composition of naphth...
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03/05/2023
Semantic-aware Occlusion Filtering Neural Radiance Fields in the Wild
We present a learning framework for reconstructing neural scene represen...
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02/03/2023
Robust Camera Pose Refinement for Multi-Resolution Hash Encoding
Multi-resolution hash encoding has recently been proposed to reduce the ...
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02/02/2023
Domain Generalization Emerges from Dreaming
Recent studies have proven that DNNs, unlike human vision, tend to explo...
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07/05/2022
Learning Local Implicit Fourier Representation for Image Warping
Image warping aims to reshape images defined on rectangular grids into a...
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01/19/2022
Building a Performance Model for Deep Learning Recommendation Model Training on GPUs
We devise a performance model for GPU training of Deep Learning Recommen...
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12/19/2021
COX: CUDA on X86 by Exposing Warp-Level Functions to CPUs
As CUDA programs become the de facto program among data parallel applica...
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11/17/2021
Local Texture Estimator for Implicit Representation Function
Recent works with an implicit neural function shed light on representing...
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10/11/2021
Point Cloud Augmentation with Weighted Local Transformations
Despite the extensive usage of point clouds in 3D vision, relatively lim...
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09/02/2021
Supporting CUDA for an extended RISC-V GPU architecture
With the rapid development of scientific computation, more and more rese...
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07/08/2021
First-Generation Inference Accelerator Deployment at Facebook
In this paper, we provide a deep dive into the deployment of inference a...
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04/08/2021
Relieving the Plateau: Active Semi-Supervised Learning for a Better Landscape
Deep learning (DL) relies on massive amounts of labeled data, and improv...
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07/23/2020
Applying GPGPU to Recurrent Neural Network Language Model based Fast Network Search in the Real-Time LVCSR
Recurrent Neural Network Language Models (RNNLMs) have started to be use...
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01/30/2018