Point Processes

Paper Group ANR 18

Paper Group ANR 18

April 3, 2020

FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning. Parallel sequence tagging for concept recognition. MagicEyes: A Large Scale Eye Gaze Estimation Dataset for Mixed Reality. The empirical structure of word frequency distributions. Deep Attention Spatio-Temporal Point Processes. DeepCap: Monocular Human Performance …
Paper Group ANR 2

Paper Group ANR 2

April 3, 2020

Use the Force, Luke! Learning to Predict Physical Forces by Simulating Effects. GID-Net: Detecting Human-Object Interaction with Global and Instance Dependency. TPPO: A Novel Trajectory Predictor with Pseudo Oracle. Functional Error Correction for Robust Neural Networks. Visual-Semantic Graph Attention Networks for Human-Object Interaction Detectio …
Paper Group ANR 43

Paper Group ANR 43

April 3, 2020

Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning. Zero-Shot Cross-Lingual Transfer with Meta Learning. Private Mean Estimation of Heavy-Tailed Distributions. Guided Constrained Policy Optimization for Dynamic Quadrupedal Robot Locomotion. PAC-Bayesian Meta-learning with Implicit Prior. How to Solve Fair $k$-Center in Massive Data …
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 57

Paper Group ANR 57

April 3, 2020

Automating Representation Discovery with MAP-Elites. TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes. Accelerating Psychometric Screening Tests With Bayesian Active Differential Selection. Logistic Regression Regret: What’s the Catch?. Task-adaptive Asymmetric Deep Cross-modal Hashing …
Paper Group ANR 116

Paper Group ANR 116

April 2, 2020

A Rotation-Invariant Framework for Deep Point Cloud Analysis. The Implicit and Explicit Regularization Effects of Dropout. Novel Language Resources for Hindi: An Aesthetics Text Corpus and a Comprehensive Stop Lemma List. PrivacyNet: Semi-Adversarial Networks for Multi-attribute Face Privacy. Generalized Nested Rollout Policy Adaptation. Oracle low …
Paper Group ANR 122

Paper Group ANR 122

April 2, 2020

Towards precise causal effect estimation from data with hidden variables. Enhanced Rolling Horizon Evolution Algorithm with Opponent Model Learning: Results for the Fighting Game AI Competition. A Formal Analysis of Multimodal Referring Strategies Under Common Ground. Learning medical triage from clinicians using Deep Q-Learning. On the Distributio …
Paper Group ANR 153

Paper Group ANR 153

April 2, 2020

Graph Convolutional Auto-encoder with Bi-decoder and Adaptive-sharing Adjacency. Dynamic Graph Correlation Learning for Disease Diagnosis with Incomplete Labels. Modular Simulation Framework for Process Variation Analysis of MRAM-based Deep Belief Networks. Citation Recommendation: Approaches and Datasets. DAF-NET: a saliency based weakly supervise …
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 293

Paper Group ANR 293

April 2, 2020

Learning a generative model for robot control using visual feedback. Parameterized Complexity Analysis of Randomized Search Heuristics. Deep Meditations: Controlled navigation of latent space. Automated Formal Synthesis of Lyapunov Neural Networks. Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning. Dee …
Paper Group ANR 361

Paper Group ANR 361

April 2, 2020

Balancedness and Alignment are Unlikely in Linear Neural Networks. A Simple Model for Portable and Fast Prediction of Execution Time and Power Consumption of GPU Kernels. Linearly Constrained Neural Networks. Sample Complexity Result for Multi-category Classifiers of Bounded Variation. Communication-Efficient Massive UAV Online Path Control: Federa …
Paper Group ANR 97

Paper Group ANR 97

April 2, 2020

Breast lesion segmentation in ultrasound images with limited annotated data. Organ Segmentation From Full-size CT Images Using Memory-Efficient FCN. Stochastic reconstruction of periodic, three-dimensional multi-phase electrode microstructures using generative adversarial networks. Neighborhood Structure Assisted Non-negative Matrix Factorization a …
Paper Group ANR 391

Paper Group ANR 391

April 1, 2020

Exploring the Memorization-Generalization Continuum in Deep Learning. A Unified Framework for Gaussian Mixture Reduction with Composite Transportation Distance. Average-case Acceleration Through Spectral Density Estimation. Stochastic geometry to generalize the Mondrian Process. Too many cooks: Coordinating multi-agent collaboration through inverse …
Paper Group ANR 406

Paper Group ANR 406

April 1, 2020

Structured GANs. Breaking hypothesis testing for failure rates. Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition. Data Efficient Training for Reinforcement Learning with Adaptive Behavior Policy Sharing. Multiplex Word Embeddings for Selectional Preference Acquisition. Robust Quantization: One Model to Rule Them A …
Paper Group ANR 491

Paper Group ANR 491

April 1, 2020

A Free-Energy Principle for Representation Learning. Video Monitoring Queries. On the Inductive Bias of a CNN for Orthogonal Patterns Distributions. Cross-dataset Training for Class Increasing Object Detection. Explicit Regularization of Stochastic Gradient Methods through Duality. Model-Based Machine Learning for Joint Digital Backpropagation and …
Paper Group NANR 104

Paper Group NANR 104

April 1, 2020

Adversarial AutoAugment. Episodic Reinforcement Learning with Associative Memory. Plug and Play Language Model: A simple baseline for controlled language generation. Abductive Commonsense Reasoning. Once for All: Train One Network and Specialize it for Efficient Deployment. DeFINE: Deep Factorized Input Word Embeddings for Neural Sequence Modeling. …
Paper Group NANR 113

Paper Group NANR 113

April 1, 2020

SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning. High-Frequency guided Curriculum Learning for Class-specific Object Boundary Detection. V1Net: A computational model of cortical horizontal connections. Hyperparameter Tuning and Implicit Regularization in Minibatch SGD. Quantum Optical E …
Paper Group NANR 123

Paper Group NANR 123

April 1, 2020

Redundancy-Free Computation Graphs for Graph Neural Networks. Towards Effective 2-bit Quantization: Pareto-optimal Bit Allocation for Deep CNNs Compression. Online and stochastic optimization beyond Lipschitz continuity: A Riemannian approach. EMS: End-to-End Model Search for Network Architecture, Pruning and Quantization. Out-of-distribution Detec …
Paper Group NANR 14

Paper Group NANR 14

April 1, 2020

Phase Transitions for the Information Bottleneck in Representation Learning. DO-AutoEncoder: Learning and Intervening Bivariate Causal Mechanisms in Images. Task-Mediated Representation Learning. Deep Batch Active Learning by Diverse, Uncertain Gradient Lower Bounds. Learning Multi-facet Embeddings of Phrases and Sentences using Sparse Coding for U …
Paper Group NANR 52

Paper Group NANR 52

April 1, 2020

Smoothness and Stability in GANs. Atomic Compression Networks. Lipschitz constant estimation for Neural Networks via sparse polynomial optimization. Evo-NAS: Evolutionary-Neural Hybrid Agent for Architecture Search. Data-dependent Gaussian Prior Objective for Language Generation. Dataset Distillation. Towards Understanding the Spectral Bias of Deep …