Transfer Learning

Paper Group AWR 304

Paper Group AWR 304

February 1, 2020

Federated Learning with Additional Mechanisms on Clients to Reduce Communication Costs. Only sparsity based loss function for learning representations. Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks. Learning Parallax Attention for Stereo Image Super-Resolution. adVAE: A self-adversarial variational auto …
Paper Group AWR 305

Paper Group AWR 305

February 1, 2020

Unsupervised Network Embedding for Graph Visualization, Clustering and Classification. On Generalizing Detection Models for Unconstrained Environments. Learning Topological Representation for Networks via Hierarchical Sampling. SATNet: Bridging deep learning and logical reasoning using a differentiable satisfiability solver. MLSL: Multi-Level Self- …
Paper Group AWR 312

Paper Group AWR 312

February 1, 2020

Nonlinear Semi-Parametric Models for Survival Analysis. Brain Tissue Segmentation Using NeuroNet With Different Pre-processing Techniques. Estimating Density Models with Complex Truncation Boundaries. Multilingual is not enough: BERT for Finnish. Deep Hyperspectral Prior: Denoising, Inpainting, Super-Resolution. Dirichlet Simplex Nest and Geometric …
Paper Group AWR 314

Paper Group AWR 314

February 1, 2020

MultiDepth: Single-Image Depth Estimation via Multi-Task Regression and Classification. DAG-GNN: DAG Structure Learning with Graph Neural Networks. High-Fidelity Image Generation With Fewer Labels. Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction. Dual Graph Convolutional Network for Semantic Segmentation. Learning …
Paper Group AWR 315

Paper Group AWR 315

February 1, 2020

Do ImageNet Classifiers Generalize to ImageNet?. Learning Guided Convolutional Network for Depth Completion. Unsupervised Depth Completion from Visual Inertial Odometry. A Comprehensive Exploration on WikiSQL with Table-Aware Word Contextualization. Progressive Feature Polishing Network for Salient Object Detection. CosRec: 2D Convolutional Neural …
Paper Group AWR 318

Paper Group AWR 318

February 1, 2020

Joint Super-Resolution and Alignment of Tiny Faces. FourierSAT: A Fourier Expansion-Based Algebraic Framework for Solving Hybrid Boolean Constraints. Improving Polyphonic Music Models with Feature-Rich Encoding. Neural-encoding Human Experts’ Domain Knowledge to Warm Start Reinforcement Learning. Lightweight Feature Fusion Network for Single Image …
Paper Group AWR 324

Paper Group AWR 324

February 1, 2020

Personalizing Dialogue Agents via Meta-Learning. Consistent Dialogue Generation with Self-supervised Feature Learning. Demystifying Learning Rate Policies for High Accuracy Training of Deep Neural Networks. Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations. Learning the Difference that Makes a Difference with …
Paper Group AWR 328

Paper Group AWR 328

February 1, 2020

Perspective-consistent multifocus multiview 3D reconstruction of small objects. An End-to-End Joint Learning Scheme of Image Compression and Quality Enhancement with Improved Entropy Minimization. Multi-marginal Wasserstein GAN. Fine-grained Entity Recognition with Reduced False Negatives and Large Type Coverage. Automating Whole Brain Histology to …
Paper Group AWR 332

Paper Group AWR 332

February 1, 2020

Single Deep Counterfactual Regret Minimization. A Convolutional Neural Network for the Automatic Diagnosis of Collagen VI related Muscular Dystrophies. Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms. A Comprehensive Survey on Transfer Learning. SmartBullets: A Cloud-Assisted Bullet Screen Filter based on Deep L …
Paper Group AWR 333

Paper Group AWR 333

February 1, 2020

TechNet: Technology Semantic Network Based on Patent Data. Benchmark for Generic Product Detection: A Low Data Baseline for Dense Object Detection. Deep Session Interest Network for Click-Through Rate Prediction. CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB. Learning Trajectory Dependencies for Human Motion Prediction. NL …
Paper Group AWR 334

Paper Group AWR 334

February 1, 2020

GraphTSNE: A Visualization Technique for Graph-Structured Data. Neural Embedding Propagation on Heterogeneous Networks. Attention Based Pruning for Shift Networks. DANE: Domain Adaptive Network Embedding. Fast Visual Object Tracking with Rotated Bounding Boxes. SNU_IDS at SemEval-2019 Task 3: Addressing Training-Test Class Distribution Mismatch in …
Paper Group AWR 342

Paper Group AWR 342

February 1, 2020

Investigating Self-Attention Network for Chinese Word Segmentation. A Graph-based Model for Joint Chinese Word Segmentation and Dependency Parsing. SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data. Weighted Linear Bandits for Non-Stationary Environments. ReMASC: Realistic Replay Attack Corpus for Voice Contro …
Paper Group AWR 344

Paper Group AWR 344

February 1, 2020

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation. TabFact: A Large-scale Dataset for Table-based Fact Verification. U-Time: A Fully Convolutional Network for Time Series Segmentation Applied to Sleep Staging. Background Suppression Network for Weakly-supervised Temporal Action Localization. Relational Word …
Paper Group AWR 348

Paper Group AWR 348

February 1, 2020

$d$-SNE: Domain Adaptation using Stochastic Neighborhood Embedding. How to Build User Simulators to Train RL-based Dialog Systems. Neural Ideal Point Estimation Network. On Tree-based Methods for Similarity Learning. Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object Detection. Contrastive Variational Auto …
Paper Group AWR 350

Paper Group AWR 350

February 1, 2020

Edge-labeling Graph Neural Network for Few-shot Learning. CubiCasa5K: A Dataset and an Improved Multi-Task Model for Floorplan Image Analysis. CFSNet: Toward a Controllable Feature Space for Image Restoration. Breast Cancer Diagnosis with Transfer Learning and Global Pooling. LYTNet: A Convolutional Neural Network for Real-Time Pedestrian Traffic L …
Paper Group AWR 351

Paper Group AWR 351

February 1, 2020

Deep Blind Video Decaptioning by Temporal Aggregation and Recurrence. One-shot Voice Conversion by Separating Speaker and Content Representations with Instance Normalization. Mish: A Self Regularized Non-Monotonic Neural Activation Function. A Feasible Framework for Arbitrary-Shaped Scene Text Recognition. Auto-Encoding Progressive Generative Adver …
Paper Group AWR 353

Paper Group AWR 353

February 1, 2020

Efficient Representation Learning Using Random Walks for Dynamic Graphs. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization. NorNE: Annotating Named Entities for Norwegian. SimVODIS: Simultaneous Visual Odometry, Object Detection, and Instance Segmentation. Learning from Multi …
Paper Group AWR 357

Paper Group AWR 357

February 1, 2020

Learn to Segment Retinal Lesions and Beyond. WoodScape: A multi-task, multi-camera fisheye dataset for autonomous driving. Faster Boosting with Smaller Memory. Data-Free Adversarial Distillation. Better, Faster, Stronger Sequence Tagging Constituent Parsers. Detecting Toxicity in News Articles: Application to Bulgarian. Algorithmic Analysis and Sta …
Paper Group AWR 360

Paper Group AWR 360

February 1, 2020

A Multi-level procedure for enhancing accuracy of machine learning algorithms. Template-free Data-to-Text Generation of Finnish Sports News. On the (In)fidelity and Sensitivity for Explanations. Regression Concept Vectors for Bidirectional Explanations in Histopathology. ASSERT: Anti-Spoofing with Squeeze-Excitation and Residual neTworks. BMN: Boun …
Paper Group AWR 361

Paper Group AWR 361

February 1, 2020

ART: A machine learning Automated Recommendation Tool for synthetic biology. Localization of Fake News Detection via Multitask Transfer Learning. AdaOja: Adaptive Learning Rates for Streaming PCA. MixConv: Mixed Depthwise Convolutional Kernels. GhostNet: More Features from Cheap Operations. A Causal Inference Method for Reducing Gender Bias in Word …
Paper Group AWR 362

Paper Group AWR 362

February 1, 2020

Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours. Autoencoders and Generative Adversarial Networks for Imbalanced Sequence Classification. Real or Fake? Spoofing State-Of-The-Art Face Synthesis Detection Systems. MIDAS: Microcluster-Based Detector of Anomalies in Edge Streams. Planning Beyond the Sensing Horizon Using a L …
Paper Group AWR 369

Paper Group AWR 369

February 1, 2020

Phrase Grounding by Soft-Label Chain Conditional Random Field. A Novel Re-weighting Method for Connectionist Temporal Classification. A Hybrid Neural Network Model for Commonsense Reasoning. Knowledge Graph Embedding for Ecotoxicological Effect Prediction. Measurements of Three-Level Hierarchical Structure in the Outliers in the Spectrum of Deepnet …
Paper Group AWR 78

Paper Group AWR 78

February 1, 2020

Illumination-Based Data Augmentation for Robust Background Subtraction. Structural Similarity based Anatomical and Functional Brain Imaging Fusion. Boosting: Why You Can Use the HP Filter. One-element Batch Training by Moving Window. Impact of Adversarial Examples on Deep Learning Models for Biomedical Image Segmentation. HARE: a Flexible Highlight …
Paper Group AWR 86

Paper Group AWR 86

February 1, 2020

Generative Adversarial Networks in Computer Vision: A Survey and Taxonomy. Exploiting locality in high-dimensional factorial hidden Markov models. Human-In-The-Loop Automatic Program Repair. Anomaly Detection for Industrial Control Systems Using Sequence-to-Sequence Neural Networks. Automatic Differentiable Monte Carlo: Theory and Application. Towa …
Paper Group AWR 99

Paper Group AWR 99

February 1, 2020

Joint Discriminative and Generative Learning for Person Re-identification. Gesture Recognition in RGB Videos UsingHuman Body Keypoints and Dynamic Time Warping. High-Resolution Network for Photorealistic Style Transfer. Virtual Reality to Study the Gap Between Offline and Real-Time EMG-based Gesture Recognition. Switchable Whitening for Deep Repres …
Paper Group ANR 100

Paper Group ANR 100

January 31, 2020

Estimating Entropy of Distributions in Constant Space. Saliency Based Fire Detection Using Texture and Color Features. Deep Multi-View Learning using Neuron-Wise Correlation-Maximizing Regularizers. Responsible Facial Recognition and Beyond. Discovering Episodes with Compact Minimal Windows. Local Aggregation for Unsupervised Learning of Visual Emb …
Paper Group ANR 106

Paper Group ANR 106

January 31, 2020

Online Continuous DR-Submodular Maximization with Long-Term Budget Constraints. Generating Adversarial Perturbation with Root Mean Square Gradient. Streamlined Dense Video Captioning. Towards Reliable, Automated General Movement Assessment for Perinatal Stroke Screening in Infants Using Wearable Accelerometers. Analyzing and Interpreting Neural Net …
Paper Group ANR 108

Paper Group ANR 108

January 31, 2020

Tracking the circulation routes of fresh coins in Bitcoin: A way of identifying coin miners with transaction network structural properties. HiCoRe: Visual Hierarchical Context-Reasoning. Convergence Analysis of Machine Learning Algorithms for the Numerical Solution of Mean Field Control and Games: I – The Ergodic Case. Constrained Reinforcement Le …