Denoising

Paper Group AWR 18

Paper Group AWR 18

February 2, 2020

AdvHat: Real-world adversarial attack on ArcFace Face ID system. CAMP: Cross-Modal Adaptive Message Passing for Text-Image Retrieval. The Implicit Bias of Depth: How Incremental Learning Drives Generalization. Geometric Back-projection Network for Point Cloud Classification. Towards Robust Deep Reinforcement Learning for Traffic Signal Control: Dem …
Paper Group AWR 2

Paper Group AWR 2

February 2, 2020

Uncertainty-Aware Principal Component Analysis. PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment. FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. Induction of Subgoal Automata for Reinforcement Learning. Variational Bayes under Model Misspecification. Cross-lingual Lan …
Paper Group AWR 20

Paper Group AWR 20

February 2, 2020

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. From Patch to Image Segmentation using Fully Convolutional Networks – Application to Retinal Images. Learning semantic sentence representations from visually grounded language without lexical knowledge. EXTD: Extremely Tiny Face Detector via Iterative Filter Reuse. Harmonizat …
Paper Group AWR 25

Paper Group AWR 25

February 2, 2020

DRIT++: Diverse Image-to-Image Translation via Disentangled Representations. Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning algorithms. Bidirectional Learning for Domain Adaptation of Semantic Segmentation. From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings M …
Paper Group AWR 26

Paper Group AWR 26

February 2, 2020

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection. Associative Convolutional Layers. PredNet and Predictive Coding: A Critical Review. Winning the Lottery with Continuous Sparsification. FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss. Event-driven Video Frame Synthesis. Frame attenti …
Paper Group AWR 28

Paper Group AWR 28

February 2, 2020

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …
Paper Group AWR 30

Paper Group AWR 30

February 2, 2020

The Convergence Rate of Neural Networks for Learned Functions of Different Frequencies. Progressive Self-Supervised Attention Learning for Aspect-Level Sentiment Analysis. Deep Declarative Networks: A New Hope. Discovering Neural Wirings. DVDnet: A Fast Network for Deep Video Denoising. PaperRobot: Incremental Draft Generation of Scientific Ideas. …
Paper Group AWR 31

Paper Group AWR 31

February 2, 2020

tax2vec: Constructing Interpretable Features from Taxonomies for Short Text Classification. CobWeb: A Research Prototype for Exploring User Bias in Political Fact-Checking. Mixture Content Selection for Diverse Sequence Generation. Dually Interactive Matching Network for Personalized Response Selection in Retrieval-Based Chatbots. A Wind of Change: …
Paper Group AWR 32

Paper Group AWR 32

February 2, 2020

Subject Cross Validation in Human Activity Recognition. Models Genesis: Generic Autodidactic Models for 3D Medical Image Analysis. BreizhCrops: A Satellite Time Series Dataset for Crop Type Identification. Integrating Relation Constraints with Neural Relation Extractors. Speaker Adaptive Training using Model Agnostic Meta-Learning. Meta-learning fo …
Paper Group AWR 4

Paper Group AWR 4

February 2, 2020

Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions. A Self Validation Network for Object-Level Human Attention Estimation. Improving Visual Relation Detection using Depth Maps. Deep Model-Based Reinforcement Learning via Estimated Uncertainty and Conservative Policy Optimization. Representational Rényi heterogenei …
Paper Group AWR 45

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 49

Paper Group AWR 49

February 2, 2020

Learning Spatial Fusion for Single-Shot Object Detection. On the Importance of Word Boundaries in Character-level Neural Machine Translation. Putting An End to End-to-End: Gradient-Isolated Learning of Representations. Discriminative Neural Clustering for Speaker Diarisation. Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Pre …
Paper Group AWR 62

Paper Group AWR 62

February 2, 2020

Accurate reconstruction of EBSD datasets by a multimodal data approach using an evolutionary algorithm. Locality Preserving Joint Transfer for Domain Adaptation. Online Normalization for Training Neural Networks. Deep Object Co-segmentation via Spatial-Semantic Network Modulation. Resolution-invariant Person Re-Identification. Compression with Flow …
Paper Group AWR 63

Paper Group AWR 63

February 2, 2020

Survival Function Matching for Calibrated Time-to-Event Predictions. Diagnosing Bottlenecks in Deep Q-learning Algorithms. DM-GAN: Dynamic Memory Generative Adversarial Networks for Text-to-Image Synthesis. Differentiable Surface Splatting for Point-based Geometry Processing. BLiMP: A Benchmark of Linguistic Minimal Pairs for English. Generating Di …
Paper Group AWR 101

Paper Group AWR 101

February 1, 2020

FreeLabel: A Publicly Available Annotation Tool based on Freehand Traces. Interactive-Predictive Neural Machine Translation through Reinforcement and Imitation. Spatially and Temporally Efficient Non-local Attention Network for Video-based Person Re-Identification. A neural network oracle for quantum nonlocality problems in networks. ROI Pooled Cor …
Paper Group AWR 109

Paper Group AWR 109

February 1, 2020

A Generative Framework for Zero-Shot Learning with Adversarial Domain Adaptation. Revisiting Graph Neural Networks: All We Have is Low-Pass Filters. Human activity recognition from skeleton poses. Multivariate Time Series Classification using Dilated Convolutional Neural Network. Semantic Image Synthesis with Spatially-Adaptive Normalization. Causa …
Paper Group AWR 119

Paper Group AWR 119

February 1, 2020

bLIMEy: Surrogate Prediction Explanations Beyond LIME. Scale-wise Convolution for Image Restoration. Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking. Defending Against Adversarial Examples with K-Nearest Neighbor. Reparameterizing Distributions on Lie Groups. A Realistic Dataset and Baseline Temporal Model for Early Drowsiness …
Paper Group AWR 126

Paper Group AWR 126

February 1, 2020

Accurate Visual Localization for Automotive Applications. Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual. Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts. Single Image Deraining: A Comprehensive Benchmark Analysis. Constructive Type-Logical Supertagging with Self-Attention Networks. Improving Robus …
Paper Group AWR 127

Paper Group AWR 127

February 1, 2020

The StreetLearn Environment and Dataset. Variational Inference with Numerical Derivatives: variance reduction through coupling. 3D Face Modeling From Diverse Raw Scan Data. Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks. Adaptive Gradient Methods with Dynamic Bound of Learning Rate. Unsupervised learning of …
Paper Group AWR 131

Paper Group AWR 131

February 1, 2020

End-to-End Safe Reinforcement Learning through Barrier Functions for Safety-Critical Continuous Control Tasks. GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering. A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images. Enhancing Adversarial Example Transferability with an Interm …
Paper Group AWR 136

Paper Group AWR 136

February 1, 2020

Unified Sample-Optimal Property Estimation in Near-Linear Time. Detecting and Tracking Small Moving Objects in Wide Area Motion Imagery (WAMI) Using Convolutional Neural Networks (CNNs). Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding. Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces. Robust Poin …
Paper Group AWR 139

Paper Group AWR 139

February 1, 2020

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions. CUDA-Self-Organizing feature map based visual sentiment analysis of bank customer complaints for Analytical CRM. Graph Transformer for Graph-to-Sequence Learning. Market Trend Prediction using Sentiment Analysis: Lessons Learned and Paths Forward …
Paper Group AWR 143

Paper Group AWR 143

February 1, 2020

Learning document embeddings along with their uncertainties. Continual Reinforcement Learning in 3D Non-stationary Environments. BioBERT: a pre-trained biomedical language representation model for biomedical text mining. Learning to Denoise Distantly-Labeled Data for Entity Typing. Neural Contextual Bandits with UCB-based Exploration. Semi-Conditio …
Paper Group AWR 144

Paper Group AWR 144

February 1, 2020

Jointly Learning Explainable Rules for Recommendation with Knowledge Graph. ToyArchitecture: Unsupervised Learning of Interpretable Models of the World. Interaction-aware Factorization Machines for Recommender Systems. Exploring TD error as a heuristic for $σ$ selection in Q($σ$, $λ$). Learning Triggers for Heterogeneous Treatment Effects. Iterativ …
Paper Group AWR 151

Paper Group AWR 151

February 1, 2020

USIP: Unsupervised Stable Interest Point Detection from 3D Point Clouds. Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions. Graph-based Knowledge Distillation by Multi-head Attention Network. Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval. IFR-Net: Iterative Feature Refinement …
Paper Group AWR 153

Paper Group AWR 153

February 1, 2020

Jointly Learning Entity and Relation Representations for Entity Alignment. Joint 3D Face Reconstruction and Dense Face Alignment from A Single Image with 2D-Assisted Self-Supervised Learning. Multi-view Knowledge Graph Embedding for Entity Alignment. Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model. MOROCO: T …
Paper Group AWR 167

Paper Group AWR 167

February 1, 2020

Conversion Prediction Using Multi-task Conditional Attention Networks to Support the Creation of Effective Ad Creative. Image Captioning with Clause-Focused Metrics in a Multi-Modal Setting for Marketing. BillSum: A Corpus for Automatic Summarization of US Legislation. Gradient Descent: The Ultimate Optimizer. Raw-to-End Name Entity Recognition in …
Paper Group AWR 168

Paper Group AWR 168

February 1, 2020

GACNN: Training Deep Convolutional Neural Networks with Genetic Algorithm. Grid R-CNN Plus: Faster and Better. WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection. EviDense: a Graph-based Method for Finding Unique High-impact Events with Succinct Keyword-based Descriptions. Memory-Driven Mixed Low Precision Quantization …