Navigation by Imitation in a Pedestrian-Rich Environment. Latent Convolutional Models. A Multi-Task Learning & Generation Framework: Valence-Arousal, Action Units & Primary Expressions. Optical Flow Based Real-time Moving Object Detection in Unconstrained Scenes. Recasting Gradient-Based Meta-Learning as Hierarchical Bayes. Dual Objective Approach …

Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance. Change Point Methods on a Sequence of Graphs. Elements of Effective Deep Reinforcement Learning towards Tactical Driving Decision Making. DeepPap: Deep Convolutional Networks for Cervical Cell Classification. Towards Single-phase Single-stage Detection of Pulmonary Nod …

A Deep Convolutional Neural Network for Lung Cancer Diagnostic. Incremental Non-Rigid Structure-from-Motion with Unknown Focal Length. A Modified Image Comparison Algorithm Using Histogram Features. Diverse and Coherent Paragraph Generation from Images. Query-Conditioned Three-Player Adversarial Network for Video Summarization. Robust Tracking via …

Recurrent Neural Networks based Obesity Status Prediction Using Activity Data. 3D Video Quality Assessment. Refacing: reconstructing anonymized facial features using GANs. Plug-In Stochastic Gradient Method. LinkNBed: Multi-Graph Representation Learning with Entity Linkage. Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Contro …

The Visual Centrifuge: Model-Free Layered Video Representations. Transfer Learning of Artist Group Factors to Musical Genre Classification. Tool Detection and Operative Skill Assessment in Surgical Videos Using Region-Based Convolutional Neural Networks. GANs for Medical Image Analysis. Tensor Matched Kronecker-Structured Subspace Detection for Mis …

An Attempt towards Interpretable Audio-Visual Video Captioning. Geometric Image Synthesis. Addressing Class Imbalance in Classification Problems of Noisy Signals by using Fourier Transform Surrogates. Entropy based Independent Learning in Anonymous Multi-Agent Settings. Learning to Play Pong using Policy Gradient Learning. The use of Virtual Realit …

Learning graphs from data: A signal representation perspective. A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI. A strong baseline for question relevancy ranking. Covariance Function Pre-Training with m-Kernels for Accelerated Bayesian Optimisation. Securing Distributed Gradient Descent in High Dimensional …

Pose Partition Networks for Multi-Person Pose Estimation. Modeling Violations of Selectional Restrictions with Distributional Semantics. Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation. Exploring Asymmetric Encoder-Decoder Structure for Context-based Sentence Representation Learning. 3D Recurrent Neural Networks with Cont …

Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources. Towards Opinion Summarization of Customer Reviews. Voice Imitating Text-to-Speech Neural Networks. GraphBit: Bitwise Interaction Mining via Deep Reinforcement Learning. Neural Networks for irregularly observed continuous-time Stochastic Processes. Learning to Optimize Combi …

What Makes a Video a Video: Analyzing Temporal Information in Video Understanding Models and Datasets. Unsupervised Bilingual Lexicon Induction via Latent Variable Models. Complex Word Identification: Convolutional Neural Network vs. Feature Engineering. CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities. Noise-Base …

Computational Optimal Transport: Complexity by Accelerated Gradient Descent Is Better Than by Sinkhorn’s Algorithm. Learning to Capture Light Fields through a Coded Aperture Camera. A Structured Review of the Validity of BLEU. GeCoTagger: Annotation of German Verb Complements with Conditional Random Fields. Epitran: Precision G2P for Many Languages …