Temporal Action Localization

Paper Group ANR 473

Paper Group ANR 473

July 27, 2019

An On-chip Trainable and Clock-less Spiking Neural Network with 1R Memristive Synapses. Reconstructing the Forest of Lineage Trees of Diverse Bacterial Communities Using Bio-inspired Image Analysis. Multi-Channel CNN-based Object Detection for Enhanced Situation Awareness. $k$-Nearest Neighbor Augmented Neural Networks for Text Classification. Cros …
Paper Group ANR 477

Paper Group ANR 477

July 27, 2019

HoME: a Household Multimodal Environment. Sharp Bounds for Generalized Uniformity Testing. Learning Interpretable Spatial Operations in a Rich 3D Blocks World. Autonomous Braking System via Deep Reinforcement Learning. Mosquito Detection with Neural Networks: The Buzz of Deep Learning. Human Action Recognition System using Good Features and Multila …
Paper Group ANR 485

Paper Group ANR 485

July 27, 2019

Unsupervised Transformation Learning via Convex Relaxations. Phase Diagram of Restricted Boltzmann Machines and Generalised Hopfield Networks with Arbitrary Priors. Guided Machine Learning for power grid segmentation. Theoretical and Computational Guarantees of Mean Field Variational Inference for Community Detection. Robust Photometric Stereo Usin …
Paper Group ANR 486

Paper Group ANR 486

July 27, 2019

A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision. DCTM: Discrete-Continuous Transformation Matching for Semantic Flow. Highly Efficient Human Action Recognition with Quantum Genetic Algorithm Optimized Support Vector Machine. Human perception in computer vision. Airway segmentation from 3D chest CT volumes based on v …
Paper Group ANR 505

Paper Group ANR 505

July 27, 2019

Contextual Motifs: Increasing the Utility of Motifs using Contextual Data. Segmentation-by-Detection: A Cascade Network for Volumetric Medical Image Segmentation. Perturb-and-MPM: Quantifying Segmentation Uncertainty in Dense Multi-Label CRFs. Capturing Long-term Temporal Dependencies with Convolutional Networks for Continuous Emotion Recognition. …
Paper Group ANR 508

Paper Group ANR 508

July 27, 2019

Hierarchical Symbolic Dynamic Filtering of Streaming Non-stationary Time Series Data. Continuous Authentication Using One-class Classifiers and their Fusion. A Novel VHR Image Change Detection Algorithm Based on Image Fusion and Fuzzy C-Means Clustering. Beyond similarity assessment: Selecting the optimal model for sequence alignment via the Factor …
Paper Group ANR 510

Paper Group ANR 510

July 27, 2019

Continuous Implicit Authentication for Mobile Devices based on Adaptive Neuro-Fuzzy Inference System. CISRDCNN: Super-resolution of compressed images using deep convolutional neural networks. Machine Learning for Drug Overdose Surveillance. Implicit Regularization in Matrix Factorization. Two Stream LSTM: A Deep Fusion Framework for Human Action Re …
Paper Group ANR 544

Paper Group ANR 544

July 27, 2019

Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution. Robustness, Evolvability and Phenotypic Complexity: Insights from Evolving Digital Circuits. Emotion Recognition by Body Movement Representation on the Manifold of Symmetric Positive Definite Matrices. Assessing User Expertise in Spoken Dialo …
Paper Group ANR 548

Paper Group ANR 548

July 27, 2019

An Automatic Solver for Very Large Jigsaw Puzzles Using Genetic Algorithms. Class-specific image denoising using importance sampling. Scalable synthesis of safety certificates from data with application to learning-based control. Attentive Recurrent Comparators. Causal Consistency of Structural Equation Models. Action-Attending Graphic Neural Netwo …
Paper Group ANR 553

Paper Group ANR 553

July 27, 2019

No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis. Learning Image-Conditioned Dynamics Models for Control of Under-actuated Legged Millirobots. Bi-class classification of humpback whale sound units against complex background noise with Deep Convolution Neural Network. Continuous-Time Flows for Efficient Inference …
Paper Group ANR 557

Paper Group ANR 557

July 27, 2019

Predicting Yelp Star Reviews Based on Network Structure with Deep Learning. Bidirectional American Sign Language to English Translation. A case study on using speech-to-translation alignments for language documentation. Discriminative convolutional Fisher vector network for action recognition. Neural network augmented inverse problems for PDEs. Fin …
Paper Group ANR 558

Paper Group ANR 558

July 27, 2019

Soft + Hardwired Attention: An LSTM Framework for Human Trajectory Prediction and Abnormal Event Detection. Deep Learning for Environmentally Robust Speech Recognition: An Overview of Recent Developments. Deep Regression Bayesian Network and Its Applications. Residual Convolutional CTC Networks for Automatic Speech Recognition. Energy Propagation i …
Paper Group ANR 567

Paper Group ANR 567

July 27, 2019

Aperture Supervision for Monocular Depth Estimation. A reinforcement learning algorithm for building collaboration in multi-agent systems. Serious Games Application for Memory Training Using Egocentric Images. SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness. Object Classification in Images of Neoclassi …
Paper Group ANR 575

Paper Group ANR 575

July 27, 2019

Quantum Computation via Sparse Distributed Representation. Enhancing approximation abilities of neural networks by training derivatives. Object Discovery via Cohesion Measurement. ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond. Toward Streaming Synapse Detection with Compositional ConvNets. Deep Networks for Compressed Imag …
Paper Group ANR 576

Paper Group ANR 576

July 27, 2019

DeepProbe: Information Directed Sequence Understanding and Chatbot Design via Recurrent Neural Networks. Going Wider: Recurrent Neural Network With Parallel Cells. Generative Models of Visually Grounded Imagination. Distributed SAGA: Maintaining linear convergence rate with limited communication. Scalable and Compact 3D Action Recognition with Appr …
Paper Group ANR 579

Paper Group ANR 579

July 27, 2019

Using Convolutional Neural Networks in Robots with Limited Computational Resources: Detecting NAO Robots while Playing Soccer. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning. Hyperspectral band selection using genetic algorithm and support vector machines for early identification of charcoal rot disease in …
Paper Group ANR 585

Paper Group ANR 585

July 27, 2019

A Convenient Category for Higher-Order Probability Theory. Learning Word Embeddings from the Portuguese Twitter Stream: A Study of some Practical Aspects. A Deep Incremental Boltzmann Machine for Modeling Context in Robots. Bollywood Movie Corpus for Text, Images and Videos. Developing the Path Signature Methodology and its Application to Landmark- …
Paper Group ANR 593

Paper Group ANR 593

July 27, 2019

Leveraging Sparse and Dense Feature Combinations for Sentiment Classification. The origins of Zipf’s meaning-frequency law. Bayesian Optimisation for Safe Navigation under Localisation Uncertainty. Consistent Kernel Density Estimation with Non-Vanishing Bandwidth. Learning to Factor Policies and Action-Value Functions: Factored Action Space Represe …
Paper Group ANR 604

Paper Group ANR 604

July 27, 2019

Learning Large-Scale Topological Maps Using Sum-Product Networks. Neural Skill Transfer from Supervised Language Tasks to Reading Comprehension. Distributed Robust Subspace Recovery. SCDA: School Compatibility Decomposition Algorithm for Solving the Multi-School Bus Routing and Scheduling Problem. 25 Tweets to Know You: A New Model to Predict Perso …
Paper Group ANR 625

Paper Group ANR 625

July 27, 2019

Machine Learning as Statistical Data Assimilation. Continuous Video to Simple Signals for Swimming Stroke Detection with Convolutional Neural Networks. Beyond Monte Carlo Tree Search: Playing Go with Deep Alternative Neural Network and Long-Term Evaluation. Variational models for joint subsampling and reconstruction of turbulence-degraded images. P …
Paper Group ANR 643

Paper Group ANR 643

July 27, 2019

Genealogical Distance as a Diversity Estimate in Evolutionary Algorithms. Segmentation of Instances by Hashing. Learning Linear Dynamical Systems with High-Order Tensor Data for Skeleton based Action Recognition. Randomized Iterative Reconstruction for Sparse View X-ray Computed Tomography. Creativity: Generating Diverse Questions using Variational …
Paper Group ANR 655

Paper Group ANR 655

July 27, 2019

Analysis and Optimization of fastText Linear Text Classifier. Mining Frequent Patterns in Process Models. Sound-Word2Vec: Learning Word Representations Grounded in Sounds. Diffusion geometry unravels the emergence of functional clusters in collective phenomena. Learning Algorithms for Active Learning. Personalized Survival Predictions for Cardiac T …
Paper Group ANR 674

Paper Group ANR 674

July 27, 2019

Distribution-Based Categorization of Classifier Transfer Learning. Evolving Unsupervised Deep Neural Networks for Learning Meaningful Representations. On Prediction and Tolerance Intervals for Dynamic Treatment Regimes. De-identification In practice. Pseudorehearsal in value function approximation. Alternating Iteratively Reweighted Minimization Al …
Paper Group ANR 678

Paper Group ANR 678

July 27, 2019

Comparison of Multiple Features and Modeling Methods for Text-dependent Speaker Verification. Robust Fusion of LiDAR and Wide-Angle Camera Data for Autonomous Mobile Robots. On the Runtime-Efficacy Trade-off of Anomaly Detection Techniques for Real-Time Streaming Data. Deep Speaker Feature Learning for Text-independent Speaker Verification. Deep Le …
Paper Group ANR 700

Paper Group ANR 700

July 27, 2019

End-to-End Learning of Semantic Grasping. Hand2Face: Automatic Synthesis and Recognition of Hand Over Face Occlusions. Statistics on the (compact) Stiefel manifold: Theory and Applications. A Logic for Global and Local Announcements. Detecting animals in African Savanna with UAVs and the crowds. The FastMap Algorithm for Shortest Path Computations. …
Paper Group ANR 702

Paper Group ANR 702

July 27, 2019

An In-field Automatic Wheat Disease Diagnosis System. Neural Machine Translation by Generating Multiple Linguistic Factors. Color Orchestra: Ordering Color Palettes for Interpolation and Prediction. Restoration of Atmospheric Turbulence-distorted Images via RPCA and Quasiconformal Maps. Shared Learning : Enhancing Reinforcement in $Q$-Ensembles. Pr …
Paper Group ANR 711

Paper Group ANR 711

July 27, 2019

Deep Learning and Conditional Random Fields-based Depth Estimation and Topographical Reconstruction from Conventional Endoscopy. Bayesian Paragraph Vectors. Learning Fixation Point Strategy for Object Detection and Classification. Robust Real-Time Multi-View Eye Tracking. From Multimodal to Unimodal Webpages for Developing Countries. Multiple Insta …
Paper Group ANR 712

Paper Group ANR 712

July 27, 2019

Symbol, Conversational, and Societal Grounding with a Toy Robot. Effective Sequential Classifier Training for SVM-based Multitemporal Remote Sensing Image Classification. Simplified Stochastic Feedforward Neural Networks. Understanding GANs: the LQG Setting. Contractibility for Open Global Constraints. An investigation into machine learning approac …