Face Anti-Spoofing

Paper Group AWR 45

February 2, 2020

SelFlow: Self-Supervised Learning of Optical Flow. RUBi: Reducing Unimodal Biases in Visual Question Answering. ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering. Synthesis of Biologically Realistic Human Motion Using Joint Torque Actuation. Universal Boosting Variational Inference. SummAE: Zero-Shot Abstractive …

Paper Group AWR 47

February 2, 2020

Many Task Learning with Task Routing. Rényi Differential Privacy of the Sampled Gaussian Mechanism. AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning. Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds. Multi-task Learning for Aggregated Data using Gaussian Processes. Distantly Supervis …

Paper Group AWR 5

February 2, 2020

Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks. CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing. DAOC: Stable Clustering of Large Networks. A Topic-Agnostic Approach for Identifying Fake News Pages. Compositio …

Paper Group AWR 52

February 2, 2020

Paper Group AWR 103

February 1, 2020

Learning to Traverse Latent Spaces for Musical Score Inpainting. KPConv: Flexible and Deformable Convolution for Point Clouds. FeatherNets: Convolutional Neural Networks as Light as Feather for Face Anti-spoofing. Cross-Domain Transferability of Adversarial Perturbations. Soft Anchor-Point Object Detection. CutMix: Regularization Strategy to Train …

Paper Group AWR 241

February 1, 2020

Generating Weighted MAX-2-SAT Instances of Tunable Difficulty with Frustrated Loops. AttaCut: A Fast and Accurate Neural Thai Word Segmenter. Robust Learning with the Hilbert-Schmidt Independence Criterion. A coupled autoencoder approach for multi-modal analysis of cell types. Improving Face Anti-Spoofing by 3D Virtual Synthesis. Using Similarity M …

Paper Group AWR 271

February 1, 2020

No Word is an Island – A Transformation Weighting Model for Semantic Composition. Towards Automatic Concept-based Explanations. Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation. All-In-One Underwater Image Enhancement using Domain-Adversarial Learning. Regularized Fine-grained Meta Face Anti-spoo …

Paper Group ANR 111

January 31, 2020

Style Transfer Applied to Face Liveness Detection with User-Centered Models. MultiNet++: Multi-Stream Feature Aggregation and Geometric Loss Strategy for Multi-Task Learning. Pitfalls in the Evaluation of Sentence Embeddings. Report on the First Knowledge Graph Reasoning Challenge 2018 – Toward the eXplainable AI System. Asymptotic Consistency of …

Paper Group AWR 409

January 31, 2020

VoIDext: Vocabulary and Patterns for Enhancing Interoperable Datasets with Virtual Links. Lookahead Optimizer: k steps forward, 1 step back. Loam_livox: A fast, robust, high-precision LiDAR odometry and mapping package for LiDARs of small FoV. Soil Texture Classification with 1D Convolutional Neural Networks based on Hyperspectral Data. Adversarial …

Paper Group ANR 521

January 29, 2020

Self-attention based end-to-end Hindi-English Neural Machine Translation. A Hybrid Evolutionary Algorithm Framework for Optimising Power Take Off and Placements of Wave Energy Converters. Brain-inspired reverse adversarial examples. Investigating Multilingual NMT Representations at Scale. COLTRANE: ConvolutiOnaL TRAjectory NEtwork for Deep Map Infe …

Paper Group ANR 729

January 29, 2020

Tracing State-Level Obesity Prevalence from Sentence Embeddings of Tweets: A Feasibility Study. Domain Agnostic Feature Learning for Image and Video Based Face Anti-spoofing. Learning from Irregularly Sampled Data for Endomicroscopy Super-resolution: A Comparative Study of Sparse and Dense Approaches. A new approach to forecast service parts demand …

Paper Group ANR 1231

January 27, 2020

Abnormal Client Behavior Detection in Federated Learning. Interrupted and cascaded permutation invariant training for speech separation. Mixup-breakdown: a consistency training method for improving generalization of speech separation models. Robust Deep Neural Networks Inspired by Fuzzy Logic. A Reinforcement Learning Approach for the Multichannel …

Paper Group ANR 1635

January 25, 2020

Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators. Wireless Federated Distillation for Distributed Edge Learning with Heterogeneous Data. Learning to Align Multi-Camera Domains using Part-Aware Clustering for Unsupervised Video Person Re-Identification. Vide …

Paper Group ANR 1669

January 25, 2020

Distilled embedding: non-linear embedding factorization using knowledge distillation. Variance Reduction for Evolution Strategies via Structured Control Variates. Speech Recognition With No Speech Or With Noisy Speech Beyond English. Stochastic Filter Groups for Multi-Task CNNs: Learning Specialist and Generalist Convolution Kernels. Safe Interacti …

Paper Group ANR 1693

January 25, 2020

Interpretable Multiple-Kernel Prototype Learning for Discriminative Representation and Feature Selection. Ensemble Learning based Convexification of Power Flow with Application in OPF. MetaFusion: Controlled False-Negative Reduction of Minority Classes in Semantic Segmentation. Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2- …

Paper Group ANR 1763

January 25, 2020

An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms. Aerial multi-object tracking by detection using deep association networks. Mixed Strategy Game Model Against Data Poisoning Attacks. Data Poisoning Attack against Knowledge Graph Embedding. Learning Meta Model for Zero- and Few-shot Face Anti-spoofing. Can Machine Learning …

Paper Group NANR 229

January 24, 2020

Face Anti-Spoofing: Model Matters, so Does Data. Hello, It’s GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems. Implicit Surface Representations As Layers in Neural Networks. Lexical Representation & Retrieval on Monolingual Interpretative text production. An Algorithm to Learn Polytree Ne …

Paper Group NANR 254

January 24, 2020

Fermi at SemEval-2019 Task 6: Identifying and Categorizing Offensive Language in Social Media using Sentence Embeddings. Local Detection of Stereo Occlusion Boundaries. Neural Finite-State Transducers: Beyond Rational Relations. HAD-T"ubingen at SemEval-2019 Task 6: Deep Learning Analysis of Offensive Language on Twitter: Identification and Catego …