Depth Estimation

Paper Group ANR 15

Paper Group ANR 15

April 3, 2020

FragNet: Writer Identification using Deep Fragment Networks. Learning to Correct 3D Reconstructions from Multiple Views. Nature-Inspired Optimization Algorithms: Challenges and Open Problems. DeFeat-Net: General Monocular Depth via Simultaneous Unsupervised Representation Learning. Watching the World Go By: Representation Learning from Unlabeled Vi …
Paper Group ANR 32

Paper Group ANR 32

April 3, 2020

Moving Target Monte Carlo. Can ML predict the solution value for a difficult combinatorial problem?. Algorithmic Recourse: from Counterfactual Explanations to Interventions. POPCORN: Partially Observed Prediction COnstrained ReiNforcement Learning. Verifiable RNN-Based Policies for POMDPs Under Temporal Logic Constraints. Du$^2$Net: Learning Depth …
Paper Group ANR 5

Paper Group ANR 5

April 3, 2020

Be Like Water: Robustness to Extraneous Variables Via Adaptive Feature Normalization. BB_Evac: Fast Location-Sensitive Behavior-Based Building Evacuation. AE-OT-GAN: Training GANs from data specific latent distribution. Optimal Confidence Regions for the Multinomial Parameter. Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domai …
Paper Group ANR 58

Paper Group ANR 58

April 3, 2020

PIC: Permutation Invariant Convolution for Recognizing Long-range Activities. Games Where You Can Play Optimally with Finite Memory. Complete Dictionary Learning via $\ell_p$-norm Maximization. Improving Reproducibility in Machine Learning Research (A Report from the NeurIPS 2019 Reproducibility Program). Distal Explanations for Explainable Reinfor …
Paper Group ANR 73

Paper Group ANR 73

April 3, 2020

Domain Adaptation via Teacher-Student Learning for End-to-End Speech Recognition. Online LiDAR-SLAM for Legged Robots with Robust Registration and Deep-Learned Loop Closure. Decentralized SGD with Over-the-Air Computation. MaxUp: A Simple Way to Improve Generalization of Neural Network Training. Neural Kernels Without Tangents. On the Convergence o …
Paper Group ANR 81

Paper Group ANR 81

April 3, 2020

Grounded and Controllable Image Completion by Incorporating Lexical Semantics. Iterative training of neural networks for intra prediction. On Equivalence and Cores for Incomplete Databases in Open and Closed Worlds. Detecting Deficient Coverage in Colonoscopies. Autocamera Calibration for traffic surveillance cameras with wide angle lenses. Machine …
Paper Group AWR 11

Paper Group AWR 11

April 3, 2020

DiverseDepth: Affine-invariant Depth Prediction Using Diverse Data. Towards Accurate Vehicle Behaviour Classification With Multi-Relational Graph Convolutional Networks. Common-Knowledge Concept Recognition for SEVA. AvatarMe: Realistically Renderable 3D Facial Reconstruction “in-the-wild”. Sketch Less for More: On-the-Fly Fine-Grained Sketch Based …
Paper Group AWR 13

Paper Group AWR 13

April 3, 2020

Bridging the Gap Between Spectral and Spatial Domains in Graph Neural Networks. SparseIDS: Learning Packet Sampling with Reinforcement Learning. Quantisation and Pruning for Neural Network Compression and Regularisation. BlendMask: Top-Down Meets Bottom-Up for Instance Segmentation. A Simple Framework for Contrastive Learning of Visual Representati …
Paper Group AWR 26

Paper Group AWR 26

April 3, 2020

Complexity Guarantees for Polyak Steps with Momentum. Supervised Learning on Relational Databases with Graph Neural Networks. Understanding the Automated Parameter Optimization on Transfer Learning for CPDP: An Empirical Study. Synthesizing human-like sketches from natural images using a conditional convolutional decoder. TaskNorm: Rethinking Batch …
Paper Group AWR 27

Paper Group AWR 27

April 3, 2020

Discrete Action On-Policy Learning with Action-Value Critic. TAdam: A Robust Stochastic Gradient Optimizer. Random Smoothing Might be Unable to Certify $\ell_\infty$ Robustness for High-Dimensional Images. To Share or Not To Share: A Comprehensive Appraisal of Weight-Sharing. Negative Margin Matters: Understanding Margin in Few-shot Classification. …
Paper Group AWR 46

Paper Group AWR 46

April 3, 2020

RCC-Dual-GAN: An Efficient Approach for Outlier Detection with Few Identified Anomalies. Explainable outlier detection through decision tree conditioning. Breaking certified defenses: Semantic adversarial examples with spoofed robustness certificates. Text classification with word embedding regularization and soft similarity measure. Planning and E …
Paper Group AWR 73

Paper Group AWR 73

April 3, 2020

Can Embeddings Adequately Represent Medical Terminology? New Large-Scale Medical Term Similarity Datasets Have the Answer!. Adaptive Propagation Graph Convolutional Network. Constant-Delay Enumeration for Nondeterministic Document Spanners. The Two-Pass Softmax Algorithm. Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting. Predict …
Paper Group AWR 8

Paper Group AWR 8

April 3, 2020

Exploring vestibulo-ocular adaptation in a closed-loop neuro-robotic experiment using STDP. A simulation study. Neuroevolution of Self-Interpretable Agents. Teddy: A System for Interactive Review Analysis. Multilinear Compressive Learning with Prior Knowledge. Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution. Weak Supe …
Paper Group ANR 113

Paper Group ANR 113

April 2, 2020

Generalized Bayesian Filtering via Sequential Monte Carlo. Robust Wireless Fingerprinting: Generalizing Across Space and Time. On Unbalanced Optimal Transport: An Analysis of Sinkhorn Algorithm. Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images. Rapidly Adaptable Legged Robots via Evolutio …
Paper Group ANR 162

Paper Group ANR 162

April 2, 2020

Disentanglement with Hyperspherical Latent Spaces using Diffusion Variational Autoencoders. The Design of a Space-based Observation and Tracking System for Interstellar Objects. Distilled Semantics for Comprehensive Scene Understanding from Videos. Adaptive Stochastic Optimization. UNCC Biomedical Semantic Question Answering Systems. BioASQ: Task-7 …
Paper Group ANR 175

Paper Group ANR 175

April 2, 2020

Multilingual Alignment of Contextual Word Representations. Spatio-Temporal Graph for Video Captioning with Knowledge Distillation. Object-Oriented Video Captioning with Temporal Graph and Prior Knowledge Building. Spatio-Temporal Ranked-Attention Networks for Video Captioning. LSCP: Enhanced Large Scale Colloquial Persian Language Understanding. Ro …
Paper Group ANR 205

Paper Group ANR 205

April 2, 2020

Q-Learning for Mean-Field Controls. Regret Bounds for Decentralized Learning in Cooperative Multi-Agent Dynamical Systems. Learning Cost Functions for Optimal Transport. Cognitive Anthropomorphism of AI: How Humans and Computers Classify Images. An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generatio …
Paper Group ANR 219

Paper Group ANR 219

April 2, 2020

LeafGAN: An Effective Data Augmentation Method for Practical Plant Disease Diagnosis. Deep Sigma Point Processes. Short Term Blood Glucose Prediction based on Continuous Glucose Monitoring Data. Knot Selection in Sparse Gaussian Processes. Fast Depth Estimation for View Synthesis. Weakly-supervised Multi-output Regression via Correlated Gaussian Pr …
Paper Group ANR 252

Paper Group ANR 252

April 2, 2020

Indoor Layout Estimation by 2D LiDAR and Camera Fusion. Off-policy Maximum Entropy Reinforcement Learning : Soft Actor-Critic with Advantage Weighted Mixture Policy(SAC-AWMP). MetNet: A Neural Weather Model for Precipitation Forecasting. Difference Attention Based Error Correction LSTM Model for Time Series Prediction. AirRL: A Reinforcement Learni …
Paper Group ANR 258

Paper Group ANR 258

April 2, 2020

Sample Complexity Bounds for 1-bit Compressive Sensing and Binary Stable Embeddings with Generative Priors. A Differential-form Pullback Programming Language for Higher-order Reverse-mode Automatic Differentiation. sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems. On the Discrepancy between Density Estimation …
Paper Group ANR 275

Paper Group ANR 275

April 2, 2020

A Comparative Evaluation of Temporal Pooling Methods for Blind Video Quality Assessment. Graph Domain Adaptation for Alignment-Invariant Brain Surface Segmentation. Personal Health Knowledge Graphs for Patients. AI-GAN: Attack-Inspired Generation of Adversarial Examples. HOPE-Net: A Graph-based Model for Hand-Object Pose Estimation. Graph matching …
Paper Group ANR 276

Paper Group ANR 276

April 2, 2020

Accurate Stress Assessment based on functional Near Infrared Spectroscopy using Deep Learning Approach. Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans. Adversarial vs behavioural-based defensive AI with joint, continual and active learning: automated evaluation of robustness to deception, poisoning and c …
Paper Group ANR 309

Paper Group ANR 309

April 2, 2020

Marketplace for AI Models. UniViLM: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation. Robust Semantic Segmentation of Brain Tumor Regions from 3D MRIs. Wavesplit: End-to-End Speech Separation by Speaker Clustering. Generalized Embedding Machines for Recommender Systems. Stochastic encoding of graphs in dee …
Paper Group ANR 330

Paper Group ANR 330

April 2, 2020

Majorization Minimization Methods to Distributed Pose Graph Optimization with Convergence Guarantees. A Kernel to Exploit Informative Missingness in Multivariate Time Series from EHRs. Missing Data Imputation for Classification Problems. Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models. Dynami …
Paper Group ANR 375

Paper Group ANR 375

April 2, 2020

Adversarial Attacks on Monocular Depth Estimation. Fair Correlation Clustering. Runtime Performances of Randomized Search Heuristics for the Dynamic Weighted Vertex Cover Problem. ScaIL: Classifier Weights Scaling for Class Incremental Learning. Realtime Index-Free Single Source SimRank Processing on Web-Scale Graphs. Transfer Learning for HVAC Sys …
Paper Group ANR 90

Paper Group ANR 90

April 2, 2020

Almost Sure Convergence of Dropout Algorithms for Neural Networks. Modelisation de l’incertitude et de l’imprecision de donnees de crowdsourcing : MONITOR. Facets of the PIE Environment for Proving, Interpolating and Eliminating on the Basis of First-Order Logic. Semantic Relatedness and Taxonomic Word Embeddings. Communication-Efficient Distribute …
Paper Group ANR 92

Paper Group ANR 92

April 2, 2020

Targeted free energy estimation via learned mappings. Global Convergence of Frank Wolfe on One Hidden Layer Networks. Monocular Depth Estimation Based On Deep Learning: An Overview. A Survey on Dragonfly Algorithm and its Applications in Engineering. Machine Learning for Intelligent Optical Networks: A Comprehensive Survey. Teaching Temporal Logics …
Paper Group ANR 393

Paper Group ANR 393

April 1, 2020

Bi-directional Dermoscopic Feature Learning and Multi-scale Consistent Decision Fusion for Skin Lesion Segmentation. Stochastic Regret Minimization in Extensive-Form Games. Softmax Splatting for Video Frame Interpolation. Automatic lesion segmentation and Pathological Myopia classification in fundus images. Weakly Supervised Lesion Co-segmentation …