Latest

• Towards More Realistic Membership Inference Attacks on Large Diffusion Models
• Bucks for Buckets (B4B): Active Defenses Against Stealing Encoders
• BlendFields: Few-Shot Example-Driven Facial Modeling
• Learning Data Representations with Joint Diffusion Models
• On Analyzing Generative and Denoising Capabilities of Diffusion-based Deep Generative Models
• Selectively increasing the diversity of GAN-generated samples
• Multiband VAE: Latent Space Alignment for Knowledge Consolidation in Continual Learning
• CoNeRF: Controllable Neural Radiance Fields
• Non-Gaussian Gaussian Processes for Few-Shot Regression
• General hypernetwork framework for creating 3D point clouds
• Zero Time Waste: Recycling Predictions in Early Exit Neural Networks
• FetalNet: Multi-task deep learning framework for fetal ultrasound biometric measurements
• On robustness of generative representations against catastrophic forgetting
• Explaining Self-Supervised Image Representations with Visual Probing
• MinkLoc++: Lidar and Monocular Image Fusion for Place Recognition
• End-to-End Sinkhorn Autoencoder With Noise Generator
• Machine Learning Methods for Preterm Birth Prediction: A Review
• BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning
• Spontaneous Preterm Birth Prediction Using Convolutional Neural Networks
• Adversarial autoencoders for compact representations of 3D point clouds
• Understanding the robustness of deep neural network classifiers for breast cancer screening
• Hypernetwork approach to generating point clouds
• Plugin Networks for Inference under Partial Evidence
• SuperNCN: Neighbourhood consensus network for robust outdoor scenes matching
• Estimation of Preterm Birth Markers with U-Net Segmentation Network
• Classifying and Visualizing Emotions with EmotionalDAN
• Comixify: Transform video into a comics
• DeepStyle: Multimodal Search Engine for Fashion and Interior Design
• Random Binary Search Trees for approximate nearest neighbour search in binary spaces
• Generative models for fast cluster simulations in the TPC for the ALICE experiment
• Using Random Forest Classifier for particle identification in the ALICE Experiment
• Understanding Multimodal Popularity Prediction of Social Media Videos With Self-Attention
• BinGAN: Learning Compact Binary Descriptors with a Regularized GAN
• Siamese generative adversarial privatizer for biometric data
• Estimating Achilles tendon healing progress with convolutional neural networks
• Interest point detectors stability evaluation on ApolloScape dataset
• SConE: Siamese Constellation Embedding Descriptor for Image Matching
• I know how you feel: Emotion recognition with facial landmarks
• Pay Attention to Virality: understanding popularity of social media videos with the attention mechanism
• SocialML: machine learning for social media video creators
• Deep Alignment Network: A convolutional neural network for robust face alignment
• Predicting Popularity of Online Videos Using Support Vector Regression
• Learning Image Descriptors with Boosting
• Learning and Matching Binary Local Feature Descriptors
• Receptive Fields Selection for Binary Feature Description
• Boosting Binary Keypoint Descriptors
• Learning Image Descriptors with the Boosting-Trick
• Learning Image Descriptors with Boosting
• Efficient Discriminative Projections for Compact Binary Descriptors
• BRIEF: Computing a Local Binary Descriptor Very Fast
• Enhancing global positioning by image recognition
• EgoNN: Egocentric Neural Network for Point Cloud Based 6DoF Relocalization at the City Scale