yusuke1997/dblp-id-title huggingface dataset:
Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment
3DHacker: Spectrum-based Decision Boundary Generation for Hard-label 3D Point Cloud Attack
Detecting the Unexpected via Image Resynthesis
Stable Cluster Discrimination for Deep Clustering
Robust Object Tracking with Online Multi-lifespan Dictionary Learning
Universal and Flexible Optical Aberration Correction Using Deep-Prior Based Deconvolution
Recognizing 3D Objects Using Photometric Invariant
SPGNet: Semantic Prediction Guidance for Scene Parsing
Attentive Mask CLIP
Learning Concordant Attention via Target-aware Alignment for Visible-Infrared Person Re-identification
Coherent Semantic Attention for Image Inpainting
FASText: Efficient Unconstrained Scene Text Detector
Pluralistic Aging Diffusion Autoencoder
Convex multi-region segmentation on manifolds
Region-Based Correspondence Between 3D Shapes via Spatially Smooth Biclustering
Display-camera calibration from eye reflections
Multi-scale Deep Learning Architectures for Person Re-identification
Instance Segmentation in 3D Scenes using Semantic Superpoint Tree Networks
Co-Separating Sounds of Visual Objects
Learning Single Camera Depth Estimation Using Dual-Pixels
Mining Contextual Information Beyond Image for Semantic Segmentation
Stochastic Adaptive Tracking In A Camera Network
Dense Optical Flow Prediction from a Static Image
Feature Interactive Representation for Point Cloud Registration
Video Input Driven Animation (VIDA)
Sensitivity Analysis for Object Recognition from Large Structural Libraries
Learning Deep Representation with Large-Scale Attributes
Sketch2Mesh: Reconstructing and Editing 3D Shapes from Sketches
Correspondenceless Motion Estimation from Range Images
Space-time Interest Points
Scaling up instance annotation via label propagation
A Unified Objective for Novel Class Discovery
DeePoint: Visual Pointing Recognition and Direction Estimation
Real-Time Feature Tracking and Outlier Rejection with Changes in Illumination
Bilinear CNN Models for Fine-Grained Visual Recognition
Non-parametric Structure-Based Calibration of Radially Symmetric Cameras
Constructing Virtual Worlds Using Dense Stereo
Attention on Attention for Image Captioning
One-bit Flip is All You Need: When Bit-flip Attack Meets Model Training
Structure Invariant Transformation for better Adversarial Transferability
LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D Detector
Dense Matching of Multiple Wide-baseline Views
Reconstruction without discontinuities
PEANUT: Predicting and Navigating to Unseen Targets
FIERY: Future Instance Prediction in Bird's-Eye View from Surround Monocular Cameras
Data-driven crowd analysis in videos
A system for automatic vectorization and interpretation of map-drawings
From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer
Action Detection by Implicit Intentional Motion Clustering
Prototype Reminiscence and Augmented Asymmetric Knowledge Aggregation for Non-Exemplar Class-Incremental Learning
Segmentation and Range Sensing Using a Moving-Aperture Lens
Estimating Defocus Blur via Rank of Local Patches
Video Task Decathlon: Unifying Image and Video Tasks in Autonomous Driving
Deep Meta Learning for Real-Time Target-Aware Visual Tracking
Presence-Only Geographical Priors for Fine-Grained Image Classification
Do We Really Have to Consider Covariance Matrices for Image Features?
Automatic Video Summarization by Graph Modeling
Meta-Sim: Learning to Generate Synthetic Datasets
Robo3D: Towards Robust and Reliable 3D Perception against Corruptions
Pose-Configurable Generic Tracking of Elongated Objects
Probabilistic Triangulation for Uncalibrated Multi-View 3D Human Pose Estimation
UniFusion: Unified Multi-view Fusion Transformer for Spatial-Temporal Representation in Bird's-Eye-View
Learning Models for Predicting Recognition Performance
MBA-VO: Motion Blur Aware Visual Odometry
A Scalable Approach to Activity Recognition based on Object Use
3D Pose Estimation by Fitting Image Gradients Directly to Polyhedral Models
Category-Independent Object-Level Saliency Detection
Learning Shape Templates With Structured Implicit Functions
Recover and Identify: A Generative Dual Model for Cross-Resolution Person Re-Identification
Robust Point Matching for Two-Dimensional Nonrigid Shapes
Dynamic Points Agglomeration for Hierarchical Point Sets Learning
ID-Reveal: Identity-aware DeepFake Video Detection
Adaptive Illumination Mapping for Shadow Detection in Raw Images
Text2Video-Zero: Text-to-Image Diffusion Models are Zero-Shot Video Generators
Correspondence Establishment in Statistical Modeling of Shapes with Arbitrary Topology
Dealing with Textureless Regions and Specular Highlights - A Progressive Space Carving Scheme Using a Novel Photo-consistency Measure
F-Drop&Match: GANs with a Dead Zone in the High-Frequency Domain
Unsupervised 3D Pose Estimation for Hierarchical Dance Video Recognition *
PØDA: Prompt-driven Zero-shot Domain Adaptation
Creating Efficient Codebooks for Visual Recognition
What Can Casual Walkers Tell Us About A 3D Scene?
Multimodal Gaussian Process Latent Variable Models with Harmonization
Cluster-based color space optimizations
Stochastic Exposure Coding for Handling Multi-ToF-Camera Interference
Towards Rotation Invariance in Object Detection
Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity Relations
Mask-ShadowGAN: Learning to Remove Shadows From Unpaired Data
Large-Scale Person Detection and Localization using Overhead Fisheye Cameras
Vehicle Re-Identification in Aerial Imagery: Dataset and Approach
Telling the What while Pointing to the Where: Multimodal Queries for Image Retrieval
Composite Shape Modeling via Latent Space Factorization
Learning Efficient Convolutional Networks through Network Slimming
Fast Neural Scene Flow
Efficient Decision-based Black-box Patch Attacks on Video Recognition
Real-Time Video Phase-Locked Loops
Temporal Knowledge Consistency for Unsupervised Visual Representation Learning
SHIFT3D: Synthesizing Hard Inputs For Tricking 3D Detectors
Adaptive confidence thresholding for monocular depth estimation
Low-Rank Tensor Approximation with Laplacian Scale Mixture Modeling for Multiframe Image Denoising
CvT: Introducing Convolutions to Vision Transformers
Global Features are All You Need for Image Retrieval and Reranking
Shape Gradients for Histogram Segmentation using Active Contours
Sparse and Imperceivable Adversarial Attacks
Accurate Catadioptric Calibration for Real-time Pose Estimation of Room-size Environments
Wide-Area Image Geolocalization with Aerial Reference Imagery
Elaborate Monocular Point and Line SLAM With Robust Initialization
DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural Networks
VaPiD: A Rapid Vanishing Point Detector via Learned Optimizers
Action Recognition with Actons
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach
Minimal Solutions to Generalized Three-View Relative Pose Problem
MVPSNet: Fast Generalizable Multi-view Photometric Stereo
Render for CNN: Viewpoint Estimation in Images Using CNNs Trained with Rendered 3D Model Views
Fast Adversarial Training with Smooth Convergence
Video Scene Understanding Using Multi-scale Analysis
One Network to Solve Them All - Solving Linear Inverse Problems Using Deep Projection Models
EigenTrajectory: Low-Rank Descriptors for Multi-Modal Trajectory Forecasting
Learning Depth Estimation for Transparent and Mirror Surfaces
Delta-Dual Hierarchical Dirichlet Processes: A pragmatic abnormal behaviour detector
Lost Shopping! Monocular Localization in Large Indoor Spaces
Face De-Occlusion Using 3D Morphable Model and Generative Adversarial Network
Imitation Learning for Human Pose Prediction
Controllable Visual-Tactile Synthesis
Gradient Normalization for Generative Adversarial Networks
Active One-Shot Scan for Wide Depth Range Using a Light Field Projector Based on Coded Aperture
AttentionNet: Aggregating Weak Directions for Accurate Object Detection
Rendering of Eyes for Eye-Shape Registration and Gaze Estimation
Segmentation from a box
Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans
Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
Learning Vision-and-Language Navigation from YouTube Videos
A Simple Framework for Open-Vocabulary Segmentation and Detection
Joint Learning of Discriminative Prototypes and Large Margin Nearest Neighbor Classifiers
An adversarial optimization approach to efficient outlier removal
Recognizing Surfaces using Three-Dimensional Textons
VENet: Voting Enhancement Network for 3D Object Detection
Quadruplet-Wise Image Similarity Learning
A Sparse Probabilistic Learning Algorithm for Real-Time Tracking
MAGI: Multi-Annotated Explanation-Guided Learning
High-for-Low and Low-for-High: Efficient Boundary Detection from Deep Object Features and Its Applications to High-Level Vision
Learning Spectral Calibration Parameters For Color Inspection
Tri-MipRF: Tri-Mip Representation for Efficient Anti-Aliasing Neural Radiance Fields
von Mises-Fisher Loss: An Exploration of Embedding Geometries for Supervised Learning
Improving Laser Triangulation Sensors Using Polarization
Tripartite Information Mining and Integration for Image Matting
Localized Simple Multiple Kernel K-means
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning
Computationally-Efficient Neural Image Compression with Shallow Decoders
Learning with Noisy Labels for Robust Point Cloud Segmentation
Dense Text-to-Image Generation with Attention Modulation
NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration
Unleashing the Power of Gradient Signal-to-Noise Ratio for Zero-Shot NAS
Who are you referring to? Coreference resolution in image narrations
A Study of Detecting Social Interaction with Sensors in a Nursing Home Environment
GraphX-Convolution for Point Cloud Deformation in 2D-to-3D Conversion
Distributed Very Large Scale Bundle Adjustment by Global Camera Consensus
Explicit Shape Encoding for Real-Time Instance Segmentation
ACNet: Strengthening the Kernel Skeletons for Powerful CNN via Asymmetric Convolution Blocks
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss
Second International Conference on Computer Vision, ICCV 1988. Tampa, Florida, USA, 5-8 December, 1988, Proceedings
Likelihood-Based Diverse Sampling for Trajectory Forecasting
BlitzNet: A Real-Time Deep Network for Scene Understanding
Latent Transformations via NeuralODEs for GAN-based Image Editing
Texel-based texture segmentation
FBLNet: FeedBack Loop Network for Driver Attention Prediction
Learning Hierarchical Models of Scenes, Objects, and Parts
MVSCRF: Learning Multi-View Stereo With Conditional Random Fields
Designing Spatially Coherent Minimizing Flows for Variational Problems Based on Active Contours
Understanding scenes on many levels
Unsupervised Domain Adaptation with Imbalanced Cross-Domain Data
Ordinal Label Distribution Learning
Fast and Effective L0 Gradient Minimization by Region Fusion
E2E-LOAD: End-to-End Long-form Online Action Detection
Deep Mesh Reconstruction From Single RGB Images via Topology Modification Networks
Shape Parameter Optimization for AdaBoosted Active Shape Model
SPEC: Seeing People in the Wild with an Estimated Camera
Contour Grouping Based on Local Symmetry
Weakly Supervised Temporal Anomaly Segmentation with Dynamic Time Warping
Learning a Descriptor-Specific 3D Keypoint Detector
Onion-Peel Networks for Deep Video Completion
Head-centered orientation strategies in animate vision
Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts
Layered Representation of Motion Video Using Robust Maximum-Likelihood Estimation of Mixture Models and MDL Encoding
The Organization Of Curve Detection: Coarse Tangent Fields And Fine Spline Coverings
Riemannian Bayesian estimation of diffusion tensor images
Pose Correction for Highly Accurate Visual Localization in Large-scale Indoor Spaces
Benchmarking Low-Shot Robustness to Natural Distribution Shifts
Shape and Spatially-Varying BRDFs from Photometric Stereo
Boosting Long-tailed Object Detection via Step-wise Learning on Smooth-tail Data
Rethinking Fast Fourier Convolution in Image Inpainting
LSD-StructureNet: Modeling Levels of Structural Detail in 3D Part Hierarchies
Unsupervised Object Discovery and Tracking in Video Collections
About the Self-Calibration of a Rotating and Zooming Camera: Theory and Practice
Joint Optimization of Segmentation and Color Clustering
Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object Detection
Learning a Locality Preserving Subspace for Visual Recognition
MEFLUT: Unsupervised 1D Lookup Tables for Multi-exposure Image Fusion
Sectored Snakes: Evaluating Learned-Energy Segmentations
Learning Compositional Neural Information Fusion for Human Parsing
Removing Anomalies as Noises for Industrial Defect Localization
Occluded Person Re-Identification with Single-scale Global Representations
RGB-Infrared Cross-Modality Person Re-Identification via Joint Pixel and Feature Alignment
Estimation and Interpretation of Discontinuities in Optical Flow Fields
Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow
Paying Attention to Descriptions Generated by Image Captioning Models
Topology Free Hidden Markov Models: Application to Background Modeling
A Nonlinear Method for Estimating the Projective Geometry of Three Views
Algorithms for Implicit Deformable Models
FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
Adaptive Density Map Generation for Crowd Counting
No-Frills Human-Object Interaction Detection: Factorization, Layout Encodings, and Training Techniques
Trespassing the Boundaries: Labeling Temporal Bounds for Object Interactions in Egocentric Video
Selectivity or Invariance: Boundary-Aware Salient Object Detection
End-to-End Wireframe Parsing
Pose-Invariant 3D Face Alignment
Few-shot Image Classification: Just Use a Library of Pre-trained Feature Extractors and a Simple Classifier
CanvasVAE: Learning to Generate Vector Graphic Documents
A framework for visual saliency detection with applications to image thumbnailing
Detecting Invisible People
Evaluating information contributions of bottom-up and top-down processes
Relative attributes
Codemaps - Segment, Classify and Search Objects Locally
Non-Parametric Probabilistic Image Segmentation
Three-D Safari: Learning to Estimate Zebra Pose, Shape, and Texture From Images "In the Wild"
Revisiting the PnP Problem: A Fast, General and Optimal Solution
A hand-held photometric stereo camera for 3-D modeling
Video Segmentation by Tracking Many Figure-Ground Segments
Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning
Adversarial Image Perturbation for Privacy Protection A Game Theory Perspective
Learning to Track Objects from Unlabeled Videos
Model Calibration in Dense Classification with Adaptive Label Perturbation
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks
Enforcing Geometric Constraints of Virtual Normal for Depth Prediction
NeMF: Inverse Volume Rendering with Neural Microflake Field
Reconstructing Complex Surfaces from Multiple Stereo Views
Capacity Scaling for Graph Cuts in Vision
Architecture Disentanglement for Deep Neural Networks
Interactive Class-Agnostic Object Counting
Semantic Segmentation of RGBD Images with Mutex Constraints
FW-GAN: Flow-Navigated Warping GAN for Video Virtual Try-On
OrthoPlanes: A Novel Representation for Better 3D-Awareness of GANs
R-MSFM: Recurrent Multi-Scale Feature Modulation for Monocular Depth Estimating
Attributes2Classname: A Discriminative Model for Attribute-Based Unsupervised Zero-Shot Learning
Localized principal component analysis based curve evolution: A divide and conquer approach
Learning Globally-Consistent Local Distance Functions for Shape-Based Image Retrieval and Classification
A Fast Unified System for 3D Object Detection and Tracking
Reading between the lines: A method for extracting dynamic 3D with Texture
Indoor Depth Recovery Based on Deep Unfolding with Non-Local Prior
AdaptIS: Adaptive Instance Selection Network
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models
Scene Collaging: Analysis and Synthesis of Natural Images with Semantic Layers
View N-Gram Network for 3D Object Retrieval
Looking here or there? Gaze Following in 360-Degree Images
Towards Effective Instance Discrimination Contrastive Loss for Unsupervised Domain Adaptation
Person Search by Text Attribute Query As Zero-Shot Learning
Finding People by Sampling
Locating Noise is Halfway Denoising for Semi-Supervised Segmentation
Validation of 3D Registration Methods Based on Points and Frames
TACo: Token-aware Cascade Contrastive Learning for Video-Text Alignment
Frequency-Aware Spatiotemporal Transformers for Video Inpainting Detection
Revisiting IM2GPS in the Deep Learning Era
VertexSerum: Poisoning Graph Neural Networks for Link Inference
MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning
Breaking Common Sense: WHOOPS! A Vision-and-Language Benchmark of Synthetic and Compositional Images
Large-Scale Tag-Based Font Retrieval With Generative Feature Learning
Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations
Blur-Aware Disparity Estimation from Defocus Stereo Images
GeoMIM: Towards Better 3D Knowledge Transfer via Masked Image Modeling for Multi-view 3D Understanding
GP-S3Net: Graph-based Panoptic Sparse Semantic Segmentation Network
Viewpoint-aware object detection and pose estimation
Trash to Treasure: Harvesting OOD Data with Cross-Modal Matching for Open-Set Semi-Supervised Learning
Dynamic Label Graph Matching for Unsupervised Video Re-identification
Polynomial Solvers for Saturated Ideals
Matching Constraints and the Joint Image
Representation Uncertainty in Self-Supervised Learning as Variational Inference
Symmetric Cross Entropy for Robust Learning With Noisy Labels
Detailed Surface Geometry and Albedo Recovery from RGB-D Video under Natural Illumination
Soft-NMS - Improving Object Detection with One Line of Code
A Gaussian Process Latent Variable Model for BRDF Inference
FineRecon: Depth-aware Feed-forward Network for Detailed 3D Reconstruction
Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression
Coarse-to-Fine: Learning Compact Discriminative Representation for Single-Stage Image Retrieval
Multi-Level Bottom-Top and Top-Bottom Feature Fusion for Crowd Counting
Video Object Segmentation Using Space-Time Memory Networks
A Real-Time Algorithm for Medical Shape Recovery
SENSE: A Shared Encoder Network for Scene-Flow Estimation
Online Robust Non-negative Dictionary Learning for Visual Tracking
Occlude Them All: Occlusion-Aware Attention Network for Occluded Person Re-ID
3D scene flow estimation with a rigid motion prior
Orientation-Aware Semantic Segmentation on Icosahedron Spheres
Self-supervised Character-to-Character Distillation for Text Recognition
The Power of Sound (TPoS): Audio Reactive Video Generation with Stable Diffusion
Exploring Causal Relationships in Visual Object Tracking
3DMiner: Discovering Shapes from Large-Scale Unannotated Image Datasets
Visual Madlibs: Fill in the Blank Description Generation and Question Answering
Generating Notifications for Missing Actions: Don't Forget to Turn the Lights Off!
Handwriting Transformers
An Integrated Framework for Image Segmentation and Perceptual Grouping
The Power of Points for Modeling Humans in Clothing
ACTIVE: Activity Concept Transitions in Video Event Classification
Evolution Properties Of Space Curves
Clutter Detection and Removal in 3D Scenes with View-Consistent Inpainting
Constructing Self-Motivated Pyramid Curriculums for Cross-Domain Semantic Segmentation: A Non-Adversarial Approach
Self-Supervised Deep Depth Denoising
Scene-Aware Feature Matching
Live Face De-Identification in Video
DeformToon3d: Deformable Neural Radiance Fields for 3D Toonification
Geometry Normalization Networks for Accurate Scene Text Detection
Task Agnostic Restoration of Natural Video Dynamics
Divide&Classify: Fine-Grained Classification for City-Wide Visual Place Recognition
Locally Affine Sparse-to-Dense Matching for Motion and Occlusion Estimation
CLEAR: Clean-up Sample-Targeted Backdoor in Neural Networks
General Dynamic Scene Reconstruction from Multiple View Video
Non-Negative Lighting and Specular Object Recognition
Boosting Object Proposals: From Pascal to COCO
Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments
RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration
FiNet: Compatible and Diverse Fashion Image Inpainting
FeatureNeRF: Learning Generalizable NeRFs by Distilling Foundation Models
Bilinear Attention Networks for Person Retrieval
Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study
Semi-Supervised Learning by Augmented Distribution Alignment
Optimizing the Viewing Graph for Structure-from-Motion
ViLTA: Enhancing Vision-Language Pre-training through Textual Augmentation
Overcoming Forgetting Catastrophe in Quantization-Aware Training
Hierarchical Visual Primitive Experts for Compositional Zero-Shot Learning
GIFD: A Generative Gradient Inversion Method with Feature Domain Optimization
Recovering 3D motion and structure from stereo and 2D token tracking cooperation
Convex Shape Prior for Multi-Object Segmentation Using a Single Level Set Function
Shortest Paths with Curvature and Torsion
MeshTalk: 3D Face Animation from Speech using Cross-Modality Disentanglement
Instance Neural Radiance Field
Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning
3D Face Modeling From Diverse Raw Scan Data
MolGrapher: Graph-based Visual Recognition of Chemical Structures
Car that Knows Before You Do: Anticipating Maneuvers via Learning Temporal Driving Models
Segment Graph Based Image Filtering: Fast Structure-Preserving Smoothing
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation
DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided Network
AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting
Two Birds, One Stone: A Unified Framework for Joint Learning of Image and Video Style Transfers
ReStyle: A Residual-Based StyleGAN Encoder via Iterative Refinement
Multiresolution Hierarchy Co-Clustering for Semantic Segmentation in Sequences with Small Variations
Empirical Evaluation of Dissimilarity Measures for Color and Texture
CFSNet: Toward a Controllable Feature Space for Image Restoration
CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
Tracking-by-Segmentation with Online Gradient Boosting Decision Tree
Geography-Aware Self-Supervised Learning
FedPD: Federated Open Set Recognition with Parameter Disentanglement
Learning Higher-order Transition Models in Medium-scale Camera Networks
Backpack: Detection of People Carrying Objects using Silhouettes
Rethinking preventing class-collapsing in metric learning with margin-based losses
A Comparison of Projective Reconstruction Methods for Pairs of Views
Deformable model fitting with a mixture of local experts
HumanMAC: Masked Motion Completion for Human Motion Prediction
Enriched Feature Guided Refinement Network for Object Detection
Practical and Efficient Multi-view Matching
Cross-Modal Learning with 3D Deformable Attention for Action Recognition
BB8: A Scalable, Accurate, Robust to Partial Occlusion Method for Predicting the 3D Poses of Challenging Objects without Using Depth
3D Human Pose Estimation with Spatial and Temporal Transformers
Unsupervised Domain Adaptation by Domain Invariant Projection
Orthographic-Perspective Epipolar Geometry
Learning View-Invariant Features for Person Identification in Temporally Synchronized Videos Taken by Wearable Cameras
Tiny Updater: Towards Efficient Neural Network-Driven Software Updating