Adaptive Affinity Fields for Semantic Segmentation. Recursive Chaining of Reversible Image-to-image Translators For Face Aging. Deep Transfer Learning of Pick Points on Fabric for Robot Bed-Making. QUOTA: The Quantile Option Architecture for Reinforcement Learning. A Novel Bayesian Approach for Latent Variable Modeling from Mixed Data with Missing …

Deep Autoencoder for Combined Human Pose Estimation and body Model Upscaling. Towards Large-Scale Video Video Object Mining. Fast Online Exact Solutions for Deterministic MDPs with Sparse Rewards. Causal Bandits with Propagating Inference. Sensor Transfer: Learning Optimal Sensor Effect Image Augmentation for Sim-to-Real Domain Adaptation. GPU Acce …

The Mathematics of Changing one’s Mind, via Jeffrey’s or via Pearl’s update rule. Multi-Label Robust Factorization Autoencoder and its Application in Predicting Drug-Drug Interactions. SentRNA: Improving computational RNA design by incorporating a prior of human design strategies. Near Human-Level Performance in Grammatical Error Correction with Hy …

Diversity-Driven Exploration Strategy for Deep Reinforcement Learning. Variance Reduction for Reinforcement Learning in Input-Driven Environments. Pragmatic approach to structured data querying via natural language interface. End-to-end depth from motion with stabilized monocular videos. The Effects of Super-Resolution on Object Detection Performan …

Active Learning for Segmentation by Optimizing Content Information for Maximal Entropy. A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks. Trust Region Policy Optimization for POMDPs. Multi-View Inpainting for RGB-D Sequence. Nth Absolute Root Mean Error. On Optimizing Deep Convolutional Neural N …

Exploring Disentangled Feature Representation Beyond Face Identification. Point-cloud-based place recognition using CNN feature extraction. Plan Explanations as Model Reconciliation – An Empirical Study. Side Information for Face Completion: a Robust PCA Approach. Towards fully automated protein structure elucidation with NMR spectroscopy. Exploit …

Neural Network Interpretation via Fine Grained Textual Summarization. DeepMag: Source Specific Motion Magnification Using Gradient Ascent. Image Correction via Deep Reciprocating HDR Transformation. The Interplay between Lexical Resources and Natural Language Processing. Revisiting Dilated Convolution: A Simple Approach for Weakly- and Semi- Superv …

Image Inpainting using Block-wise Procedural Training with Annealed Adversarial Counterpart. A geometric characterisation of sensitivity analysis in monomial models. Multi-label Learning Based Deep Transfer Neural Network for Facial Attribute Classification. Dual approach for object tracking based on optical flow and swarm intelligence. Artificial …

Assessing Performance of Aerobic Routines using Background Subtraction and Intersected Image Region. An Evaluation of Trajectory Prediction Approaches and Notes on the TrajNet Benchmark. Deep learning-based super-resolution in coherent imaging systems. Land cover mapping at very high resolution with rotation equivariant CNNs: towards small yet accu …