Image Classification

Paper Group ANR 1315

Paper Group ANR 1315

January 27, 2020

Towards Geocoding Spatial Expressions. A Novel Approach for Robust Multi Human Action Detection and Recognition based on 3-Dimentional Convolutional Neural Networks. TARN: Temporal Attentive Relation Network for Few-Shot and Zero-Shot Action Recognition. Exploration of Neural Machine Translation in Autoformalization of Mathematics in Mizar. Influen …
Paper Group ANR 1318

Paper Group ANR 1318

January 27, 2020

Diverse mini-batch Active Learning. A Radio Signal Modulation Recognition Algorithm Based on Residual Networks and Attention Mechanisms. FAMNet: Joint Learning of Feature, Affinity and Multi-dimensional Assignment for Online Multiple Object Tracking. Joint Segmentation and Landmark Localization of Fetal Femur in Ultrasound Volumes. Super accurate l …
Paper Group ANR 1319

Paper Group ANR 1319

January 27, 2020

Interactive Image Segmentation using Label Propagation through Complex Networks. A General Decoupled Learning Framework for Parameterized Image Operators. Improving performance and inference on audio classification tasks using capsule networks. Transductive Parsing for Universal Decompositional Semantics. Referring to Objects in Videos using Spatio …
Paper Group ANR 1320

Paper Group ANR 1320

January 27, 2020

SUM: Suboptimal Unitary Multi-task Learning Framework for Spatiotemporal Data Prediction. Modeling default rate in P2P lending via LSTM. Distributed Inexact Successive Convex Approximation ADMM: Analysis-Part I. Deep Dual Relation Modeling for Egocentric Interaction Recognition. On Variational Bounds of Mutual Information. Faster feature selection …
Paper Group ANR 1325

Paper Group ANR 1325

January 27, 2020

A Formalization of Robustness for Deep Neural Networks. Attribution-driven Causal Analysis for Detection of Adversarial Examples. Convolutional Neural Network-based Topology Optimization (CNN-TO) By Estimating Sensitivity of Compliance from Material Distribution. Face Liveness Detection Based on Client Identity Using Siamese Network. Updates-Leak: …
Paper Group ANR 1327

Paper Group ANR 1327

January 27, 2020

Viterbi Extraction tutorial with Hidden Markov Toolkit. Breaking the Spatio-Angular Trade-off for Light Field Super-Resolution via LSTM Modelling on Epipolar Plane Images. A Forest from the Trees: Generation through Neighborhoods. Selective prediction-set models with coverage guarantees. Escaping Saddle Points for Zeroth-order Nonconvex Optimizatio …
Paper Group ANR 1328

Paper Group ANR 1328

January 27, 2020

Sams-Net: A Sliced Attention-based Neural Network for Music Source Separation. The Mode of Computing. Multi-Kernel Prediction Networks for Denoising of Burst Images. Learning an Effective Equivariant 3D Descriptor Without Supervision. Towards Pure End-to-End Learning for Recognizing Multiple Text Sequences from an Image. Non-Parametric Inference Ad …
Paper Group ANR 1333

Paper Group ANR 1333

January 27, 2020

Contextual Online False Discovery Rate Control. Volumetric Capture of Humans with a Single RGBD Camera via Semi-Parametric Learning. Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping. A Useful Taxonomy for Adversarial Robustness of Neural Networks. M3D-GAN: Multi-Modal Multi-Domain Trans …
Paper Group ANR 1336

Paper Group ANR 1336

January 27, 2020

Transforming Wikipedia into Augmented Data for Query-Focused Summarization. Learning Driving Decisions by Imitating Drivers’ Control Behaviors. Secrets of the Brain: An Introduction to the Brain Anatomical Structure and Biological Function. A Cost Effective Solution for Road Crack Inspection using Cameras and Deep Neural Networks. Model Based Plann …
Paper Group ANR 1342

Paper Group ANR 1342

January 27, 2020

X-TrainCaps: Accelerated Training of Capsule Nets through Lightweight Software Optimizations. Learning Algorithmic Solutions to Symbolic Planning Tasks with a Neural Computer. Identifying Patient Groups based on Frequent Patterns of Patient Samples. Few-Shot Learning with Embedded Class Models and Shot-Free Meta Training. Mixed-Precision Quantized …
Paper Group ANR 1345

Paper Group ANR 1345

January 26, 2020

Federated User Representation Learning. Learning Novel Policies For Tasks. Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways. TiM-DNN: Ternary in-Memory accelerator for Deep Neural Networks. Fractional-order Backpropagation Neural Networks: Modified Fractional-order Steepest Descent Met …
Paper Group ANR 1346

Paper Group ANR 1346

January 26, 2020

Explainability in Human-Agent Systems. Panoptic Image Annotation with a Collaborative Assistant. Distributed Variational Bayesian Algorithms for Extended Object Tracking. High Frequency Residual Learning for Multi-Scale Image Classification. Algorithm Portfolio for Individual-based Surrogate-Assisted Evolutionary Algorithms. Importance of spatial p …
Paper Group ANR 1348

Paper Group ANR 1348

January 26, 2020

The dynamics of the stomatognathic system from 4D multimodal data. Learning to Order Sub-questions for Complex Question Answering. Joint Language Identification of Code-Switching Speech using Attention based E2E Network. How Widely Can Prediction Models be Generalized? Performance Prediction in Blended Courses. Nonconvex sampling with the Metropoli …
Paper Group ANR 1357

Paper Group ANR 1357

January 26, 2020

SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems. Continual Learning Using World Models for Pseudo-Rehearsal. Layer Dynamics of Linearised Neural Nets. Locally Differentially Private Minimum Finding. Optimizing Stochastic Gradient Descent in Text Classification Based on Fine-Tuning Hyper-Parameters Approach. A Case …
Paper Group ANR 1365

Paper Group ANR 1365

January 26, 2020

Cooperative Pathfinding based on high-scalability Multi-agent RRT*. Instance-Level Microtubule Tracking. Recombination of Artificial Neural Networks. A high performance computing method for accelerating temporal action proposal generation. A Framework for Explainable Text Classification in Legal Document Review. RL-RRT: Kinodynamic Motion Planning …
Paper Group ANR 1366

Paper Group ANR 1366

January 26, 2020

Amortized Inference of Variational Bounds for Learning Noisy-OR. Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data. Transferable Neural Projection Representations. Decoding Molecular Graph Embeddings with Reinforcement Learning. The informal semantics of Answer Set Programming: A Tarskian perspective. Progressive Fas …
Paper Group ANR 1368

Paper Group ANR 1368

January 26, 2020

PyHessian: Neural Networks Through the Lens of the Hessian. Variational Conditional GAN for Fine-grained Controllable Image Generation. Fourier-CPPNs for Image Synthesis. Spatial-Aware Non-Local Attention for Fashion Landmark Detection. Capacity allocation through neural network layers. Ranking architectures using meta-learning. Drug-Drug Adverse E …
Paper Group ANR 1370

Paper Group ANR 1370

January 26, 2020

Transfer feature generating networks with semantic classes structure for zero-shot learning. Hybrid Channel Based Pedestrian Detection. Path Length Bounds for Gradient Descent and Flow. Deep Kernel Learning via Random Fourier Features. Wasserstein GANs for MR Imaging: from Paired to Unpaired Training. Discovery of Bias and Strategic Behavior in Cro …
Paper Group ANR 1372

Paper Group ANR 1372

January 26, 2020

Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information. Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. A Neural Network-Based On-device Learning Anomaly Detector for Edge Devices. Improved robustness of reinforcement learning policies upon conversion to spiking …
Paper Group ANR 1380

Paper Group ANR 1380

January 26, 2020

Based on Graph-VAE Model to Predict Student’s Score. SIGMA : Strengthening IDS with GAN and Metaheuristics Attacks. Adversarial Seeded Sequence Growing for Weakly-Supervised Temporal Action Localization. Introducing Hann windows for reducing edge-effects in patch-based image segmentation. GraphDefense: Towards Robust Graph Convolutional Networks. M …
Paper Group ANR 1384

Paper Group ANR 1384

January 26, 2020

SMIX($λ$): Enhancing Centralized Value Functions for Cooperative Multi-Agent Reinforcement Learning. Neural Network-based Equalizer by Utilizing Coding Gain in Advance. Capturing Evolution Genes for Time Series Data. Medical Concept Representation Learning from Claims Data and Application to Health Plan Payment Risk Adjustment. Inference of a Multi …
Paper Group ANR 1387

Paper Group ANR 1387

January 26, 2020

Towards a computer-interpretable actionable formal model to encode data governance rules. TopoAct: Exploring the Shape of Activations in Deep Learning. Bifurcation Spiking Neural Network. BERTQA – Attention on Steroids. Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features. Machine Learning meets Numbe …
Paper Group ANR 1389

Paper Group ANR 1389

January 26, 2020

Incremental Bounded Model Checking of Artificial Neural Networks in CUDA. Estimating Early Fundraising Performance of Innovations via Graph-based Market Environment Model. Active Learning for Binary Classification with Abstention. HyperGAN: A Generative Model for Diverse, Performant Neural Networks. Multi-Objective Optimisation of Damper Placement …
Paper Group ANR 1394

Paper Group ANR 1394

January 26, 2020

Information criteria for non-normalized models. Adaptive Embedding Gate for Attention-Based Scene Text Recognition. Music Transcription Based on Bayesian Piece-Specific Score Models Capturing Repetitions. Grounding Language Attributes to Objects using Bayesian Eigenobjects. Positive-Unlabeled Reward Learning. Fusing Visual, Textual and Connectivity …
Paper Group ANR 1397

Paper Group ANR 1397

January 26, 2020

SparseTrain:Leveraging Dynamic Sparsity in Training DNNs on General-Purpose SIMD Processors. Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions. A Comparative Study on End-to-end Speech to Text Translation. Detecting GAN generated Fake Images using Co-occurrence Matrices. Modularized Textual Grounding for Counte …
Paper Group ANR 1399

Paper Group ANR 1399

January 26, 2020

Bias-Reduced Hindsight Experience Replay with Virtual Goal Prioritization. A neural network based policy iteration algorithm with global $H^2$-superlinear convergence for stochastic games on domains. Representing text as abstract images enables image classifiers to also simultaneously classify text. Representation of Federated Learning via Worst-Ca …
Paper Group ANR 1402

Paper Group ANR 1402

January 26, 2020

Test-Time Training for Out-of-Distribution Generalization. Large-scale Tag-based Font Retrieval with Generative Feature Learning. Non-Bayesian Social Learning with Uncertain Models. Text Mining Customer Reviews For Aspect-based Restaurant Rating. Smooth Extrapolation of Unknown Anatomy via Statistical Shape Models. GAN-based Pose-aware Regulation f …
Paper Group ANR 1403

Paper Group ANR 1403

January 26, 2020

MULE: Multimodal Universal Language Embedding. DAmageNet: A Universal Adversarial Dataset. Automatic Generation of Level Maps with the Do What’s Possible Representation. Dynamic Portfolio Management with Reinforcement Learning. Tetra-Tagging: Word-Synchronous Parsing with Linear-Time Inference. The Universal Approximation Property: Characterization …