Papers
Sat 14 May 2022
73 papers
- Evaluating Membership Inference Through Adversarial RobustnessLLM safety and security → Membership inference attacks
- Fairness and Explainability in Automatic Decision-Making Systems. A challenge for computer science and law
- A Novel Face-Anti Spoofing Neural Network Model For Face Recognition And Detection
- On Evaluating Power Loss with HATSGA Algorithm for Power Network Reconfiguration in the Smart Grid
- A Comprehensive Survey on Model Quantization for Deep Neural Networks in Image Classification
- Interpretable Stochastic Model Predictive Control using Distributional Reinforced Estimation for Quadrotor Tracking Systems
- Trajectory Inference via Mean-field Langevin in Path Space
- BackLink: Supervised Local Training with Backward Links
- Breaking with Fixed Set Pathology Recognition through Report-Guided Contrastive Training
- ETAD: Training Action Detection End to End on a Laptop
- Efficient lifting of symmetry breaking constraints for complex combinatorial problems
- Classification of Astronomical Bodies by Efficient Layer Fine-Tuning of Deep Neural Networks
- The VoicePrivacy 2020 Challenge Evaluation Plan
- Revisiting Facial Key Point Detection: An Efficient Approach Using Deep Neural Networks
- Efficient Deep Learning Methods for Identification of Defective Casting Products
- Practical Insights of Repairing Model Problems on Image Classification
- SystemMatch: optimizing preclinical drug models to human clinical outcomes via generative latent-space matching
- Unsupervised Abnormal Traffic Detection through Topological Flow Analysis
- Robust Regularized Low-Rank Matrix Models for Regression and Classification
- Multiformer: A Head-Configurable Transformer-Based Model for Direct Speech Translation
- Differentiable SAR Renderer and SAR Target Reconstruction
- Multi-modal curb detection and filtering
- Pattern reconstruction with restricted Boltzmann machines
- Collar-aware Training for Streaming Speaker Change Detection in Broadcast Speech
- Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging
- Pretraining Approaches for Spoken Language Recognition: TalTech Submission to the OLR 2021 Challenge
- GoalNet: Inferring Conjunctive Goal Predicates from Human Plan Demonstrations for Robot Instruction Following
- Spiking Approximations of the MaxPooling Operation in Deep SNNs
- Corrosion Detection for Industrial Objects: From Multi-Sensor System to 5D Feature Space
- An Architecture for the detection of GAN-generated Flood Images with Localization Capabilities
- A Learning Approach for Joint Design of Event-triggered Control and Power-Efficient Resource Allocation
- Homogenization of SGD in high-dimensions: Exact dynamics and generalization properties
- What do Models Learn From Training on More Than Text? Measuring Visual Commonsense Knowledge
- An Interpretable MRI Reconstruction Network with Two-grid-cycle Correction and Geometric Prior Distillation
- MIND: Maximum Mutual Information Based Neural Decoder
- GAN-Aimbots: Using Machine Learning for Cheating in First Person Shooters
- RTMV: A Ray-Traced Multi-View Synthetic Dataset for Novel View Synthesis
- Transformer Scale Gate for Semantic Segmentation
- DECONET: an Unfolding Network for Analysis-based Compressed Sensing with Generalization Error Bounds
- Naturalistic Causal Probing for Morpho-Syntax
- Fake News Quick Detection on Dynamic Heterogeneous Information Networks
- Realistic Defocus Blur for Multiplane Computer-Generated Holography
- Object-Aware Self-supervised Multi-Label Learning
- High Performance of Gradient Boosting in Binding Affinity Prediction
- Self-supervised Assisted Active Learning for Skin Lesion Segmentation
- Evaluating the Generalization Ability of Super-Resolution Networks
- Importance Weighted Structure Learning for Scene Graph Generation
- Cliff Diving: Exploring Reward Surfaces in Reinforcement Learning Environments
- SaiNet: Stereo aware inpainting behind objects with generative networks
- Integration of Text and Graph-based Features for Detecting Mental Health Disorders from Voice
- Panoptic-PHNet: Towards Real-Time and High-Precision LiDAR Panoptic Segmentation via Clustering Pseudo Heatmap
- PrefixRL: Optimization of Parallel Prefix Circuits using Deep Reinforcement Learning
- Improving Neural Machine Translation of Indigenous Languages with Multilingual Transfer Learning
- Verifying Neural Networks Against Backdoor Attacks
- Voxel-wise Adversarial Semi-supervised Learning for Medical Image Segmentation
- Generating Tips from Song Reviews: A New Dataset and Framework
- RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL
- ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts
- Efficient Gesture Recognition for the Assistance of Visually Impaired People using Multi-Head Neural Networks
- Efficient Off-Policy Reinforcement Learning via Brain-Inspired Computing
- RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects
- Mask CycleGAN: Unpaired Multi-modal Domain Translation with Interpretable Latent Variable
- No-regret learning for repeated non-cooperative games with lossy bandits
- Improved Consistency Training for Semi-Supervised Sequence-to-Sequence ASR via Speech Chain Reconstruction and Self-Transcribing
- Auto-Select Reading Passages in English Assessment Tests?
- Bayesian Physics-Informed Extreme Learning Machine for Forward and Inverse PDE Problems with Noisy Data
- BCNet: Bronchus Classification via Structure Guided Representation Learning
- Unified Distributed Environment
- Dense residual Transformer for image denoising
- Generating Literal and Implied Subquestions to Fact-check Complex Claims
- Efficient Learning of Interpretable Classification Rules
- DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
- A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding