Image Compression

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 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 6

February 2, 2020

Do Not Trust Additive Explanations. From Open Set to Closed Set: Counting Objects by Spatial Divide-and-Conquer. TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP. Domain Intersection and Domain Difference. Automatically Neutralizing Subjective Bias in Text. Learning Content-Weighted Deep Image Compression. Rectangu …

Paper Group AWR 66

February 2, 2020

Grammatical Error Correction in Low-Resource Scenarios. An End-to-End Neighborhood-based Interaction Model for Knowledge-enhanced Recommendation. Click-Through Rate Prediction with the User Memory Network. DenseFusion: 6D Object Pose Estimation by Iterative Dense Fusion. Heavy-tailed kernels reveal a finer cluster structure in t-SNE visualisations. …

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 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 244

February 1, 2020

Automatically Identifying Complaints in Social Media. A Simple Joint Model for Improved Contextual Neural Lemmatization. Learning To Follow Directions in Street View. JSIS3D: Joint Semantic-Instance Segmentation of 3D Point Clouds with Multi-Task Pointwise Networks and Multi-Value Conditional Random Fields. Neural Volumes: Learning Dynamic Renderab …

Paper Group AWR 322

February 1, 2020

Hierarchical Graph-to-Graph Translation for Molecules. Image Synthesis From Reconfigurable Layout and Style. Incidental Supervision from Question-Answering Signals. RPGAN: GANs Interpretability via Random Routing. Neural Network Branching for Neural Network Verification. Optimizing Deep Neural Networks with Multiple Search Neuroevolution. FPCNet: F …

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 ANR 113

January 31, 2020

4D X-Ray CT Reconstruction using Multi-Slice Fusion. A blockchain-orchestrated Federated Learning architecture for healthcare consortia. Painting with baryons: augmenting N-body simulations with gas using deep generative models. Simultaneously Learning Architectures and Features of Deep Neural Networks. Gating Revisited: Deep Multi-layer RNNs That …

Paper Group ANR 131

January 31, 2020

Stateful Detection of Black-Box Adversarial Attacks. Quantum Data Fitting Algorithm for Non-sparse Matrices. Loss Switching Fusion with Similarity Search for Video Classification. A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample. Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. Bandit …

Paper Group ANR 132

January 31, 2020

Symbiotic Graph Neural Networks for 3D Skeleton-based Human Action Recognition and Motion Prediction. Mitigating the Hubness Problem for Zero-Shot Learning of 3D Objects. Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network. Learned Quality Enhancement via Multi-Frame Priors for HEVC Compliant Low-Delay Appli …

Paper Group ANR 189

January 31, 2020

A Comprehensive Benchmark for Single Image Compression Artifacts Reduction. A Policy Editor for Semantic Sensor Networks. Dense Recurrent Neural Networks for Inverse Problems: History-Cognizant Unrolling of Optimization Algorithms. Customized OCT images compression scheme with deep neural network. Statistical learnability of nuclear masses. Concord …

Paper Group ANR 53

January 31, 2020

Paper Group AWR 375

January 31, 2020

Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening Network. HAKE: Human Activity Knowledge Engine. Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare. EQuANt (Enhanced Question Answer Network). Utilizing BERT for Aspect-Based Se …

Paper Group ANR 409

January 30, 2020

Analysis Of Momentum Methods. A Short Note on Concentration Inequalities for Random Vectors with SubGaussian Norm. Toward Extremely Low Bit and Lossless Accuracy in DNNs with Progressive ADMM. High-dimensional semi-supervised learning: in search for optimal inference of the mean. Quality analysis of DCGAN-generated mammography lesions. Learning Str …

Paper Group ANR 411

January 30, 2020

Controlling biases and diversity in diverse image-to-image translation. Simple and Almost Assumption-Free Out-of-Sample Bound for Random Feature Mapping. Great New Design: How Do We Talk about Media Architecture in Social Media. Learning Representations and Agents for Information Retrieval. Chinese Embedding via Stroke and Glyph Information: A Dual …

Paper Group ANR 428

January 30, 2020

Multi-Path Policy Optimization. Towards Better Understanding of Adaptive Gradient Algorithms in Generative Adversarial Nets. MAME : Model-Agnostic Meta-Exploration. Gumbel-Matrix Routing for Flexible Multi-task Learning. Thompson Sampling for Combinatorial Network Optimization in Unknown Environments. A Lexical, Syntactic, and Semantic Perspective …

Paper Group ANR 430

January 30, 2020

Mining GOLD Samples for Conditional GANs. Energy-Efficient Processing and Robust Wireless Cooperative Transmission for Edge Inference. Natural Language Generation at Scale: A Case Study for Open Domain Question Answering. $\sqrt{n}$-Regret for Learning in Markov Decision Processes with Function Approximation and Low Bellman Rank. The double traveli …

Paper Group ANR 449

January 30, 2020

Deep Generative Models for Library Augmentation in Multiple Endmember Spectral Mixture Analysis. A Novel Topology for End-to-end Temporal Classification and Segmentation with Recurrent Neural Network. A Hybrid Approach Between Adversarial Generative Networks and Actor-Critic Policy Gradient for Low Rate High-Resolution Image Compression. Expected S …

Paper Group ANR 579

January 29, 2020

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. Dynamic PET cardiac and parametric image reconstruction: a fixed-point proximity gradient approach using patch-based DCT and tensor SVD regularization. Deep Learning for Automated Medical Image Analysis. Defining AI in Policy versus Practice. Adaptive Prici …

Paper Group ANR 587

January 29, 2020

End-to-end losses based on speaker basis vectors and all-speaker hard negative mining for speaker verification. IntentGC: a Scalable Graph Convolution Framework Fusing Heterogeneous Information for Recommendation. MSDC-Net: Multi-Scale Dense and Contextual Networks for Automated Disparity Map for Stereo Matching. SketchZooms: Deep multi-view descri …

Paper Group ANR 643

January 29, 2020

Handling Divergent Reference Texts when Evaluating Table-to-Text Generation. Characterizing Activity on the Deep and Dark Web. CUNI System for the WMT19 Robustness Task. Literature Review of Action Recognition in the Wild. Learned Video Compression via Joint Spatial-Temporal Correlation Exploration. Online PCB Defect Detector On A New PCB Defect Da …

Paper Group ANR 677

January 29, 2020

Leveraging Labeled and Unlabeled Data for Consistent Fair Binary Classification. Revisiting the Bethe-Hessian: Improved Community Detection in Sparse Heterogeneous Graphs. EXIT Analysis for Community Detection. Learning Best Response Strategies for Agents in Ad Exchanges. Decentralized Multi-Agent Reinforcement Learning with Networked Agents: Recen …

Paper Group ANR 1016

January 28, 2020

A New Approach for Explainable Multiple Organ Annotation with Few Data. Stochastic Inverse Reinforcement Learning. Parareal with a Learned Coarse Model for Robotic Manipulation. Generalized Linear Rule Models. Generative Imaging and Image Processing via Generative Encoder. A Hierarchical Bayesian Model for Size Recommendation in Fashion. A Deep Lea …

Paper Group ANR 771

January 28, 2020

Automatic Layout Generation with Applications in Machine Learning Engine Evaluation. OntoPlot: A Novel Visualisation for Non-hierarchical Associations in Large Ontologies. A Neural Network Architecture for Learning Word-Referent Associations in Multiple Contexts. Learning from Multi-User Activity Trails for B2B Ad Targeting. Property Invariant Embe …

Paper Group ANR 795

January 28, 2020

Two-layer Near-lossless HDR Coding with Backward Compatibility to JPEG. Perturbation Validation: A New Heuristic to Validate Machine Learning Models. CNN based Extraction of Panels/Characters from Bengali Comic Book Page Images. PointNLM: Point Nonlocal-Means for vegetation segmentation based on middle echo point clouds. The Effect of Visual Design …

Paper Group ANR 819

January 28, 2020

What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks. DSIC: Deep Stereo Image Compression. Human Perceptual Evaluations for Image Compression. Joint embedding of structure and features via graph convolutional networks. Multiphase flow prediction with deep neural networks. Combining Model and Parameter Unc …