reinforcement learning

Paper Group ANR 946

January 28, 2020

Defending Against Universal Attacks Through Selective Feature Regeneration. TRADI: Tracking deep neural network weight distributions. Why Should we Combine Training and Post-Training Methods for Out-of-Distribution Detection?. Integrating Lexical Knowledge in Word Embeddings using Sprinkling and Retrofitting. Improving Interpretability of Word Embe …

Paper Group ANR 951

January 28, 2020

Efficient surrogate modeling methods for large-scale Earth system models based on machine learning techniques. Generating Justifications for Norm-Related Agent Decisions. Memory Requirement Reduction of Deep Neural Networks Using Low-bit Quantization of Parameters. Deep Multi-Agent Reinforcement Learning Based Cooperative Edge Caching in Wireless N …

Paper Group ANR 952

January 28, 2020

Backprop Diffusion is Biologically Plausible. Real-time Multiple People Hand Localization in 4D Point Clouds. DeepJSCC-f: Deep Joint-Source Channel Coding of Images with Feedback. A Hamilton-Jacobi Reachability-Based Framework for Predicting and Analyzing Human Motion for Safe Planning. Quantum Latent Semantic Analysis. Parity Models: A General Fra …

Paper Group ANR 954

January 28, 2020

Affine Disentangled GAN for Interpretable and Robust AV Perception. Learning Scalable and Precise Representation of Program Semantics. Deep Ordinal Reinforcement Learning. Scalable Influence Estimation Without Sampling. Site-specific graph neural network for predicting protonation energy of oxygenate molecules. InfoGraph: Unsupervised and Semi-supe …

Paper Group ANR 955

January 28, 2020

Pixel-Wise PolSAR Image Classification via a Novel Complex-Valued Deep Fully Convolutional Network. What’s in my Room? Object Recognition on Indoor Panoramic Images. Brain-Inspired Inference on Missing Video Sequence. Improving a State-of-the-Art Heuristic for the Minimum Latency Problem with Data Mining. Large-scale text processing pipeline with A …

Paper Group ANR 956

January 28, 2020

Complete Dictionary Learning via $\ell^4$-Norm Maximization over the Orthogonal Group. OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge. Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge. Interaction-aware Decision Making with Adaptive Strategies under Merging Scenarios. Aski …

Paper Group ANR 958

January 28, 2020

Input Redundancy for Parameterized Quantum Circuits. Adversarial Neural Network Inversion via Auxiliary Knowledge Alignment. Mumford-Shah Loss Functional for Image Segmentation with Deep Learning. A Retina-inspired Sampling Method for Visual Texture Reconstruction. Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems. Intera …

Paper Group ANR 962

January 28, 2020

Heterogeneous Collaborative Filtering. Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing. Manifold Forests: Closing the Gap on Neural Networks. Finding Interpretable Concept Spaces in Node Embeddings using Knowledge Bases. Deep Learning and Gaussian Process based Band Assignment in Dual Band Systems. One-Shot Template …

Paper Group ANR 964

January 28, 2020

On approximating dropout noise injection. MTRNet: A Generic Scene Text Eraser. Robust Feature-Based Point Registration Using Directional Mixture Model. Neural-networks for geophysicists and their application to seismic data interpretation. Multiple Kernel Learning from $U$-Statistics of Empirical Measures in the Feature Space. Improving sample dive …

Paper Group ANR 967

January 28, 2020

A Scalable Approach for Facial Action Unit Classifier Training UsingNoisy Data for Pre-Training. Patch Clustering for Representation of Histopathology Images. Optimal Attacks on Reinforcement Learning Policies. Policy Based Inference in Trick-Taking Card Games. Uncertainty Estimates for Ordinal Embeddings. Gradient Sparification for Asynchronous Di …

Paper Group ANR 968

January 28, 2020

Deep learning control of artificial avatars in group coordination tasks. On Learning Meaningful Code Changes via Neural Machine Translation. Sparse Solutions of a Class of Constrained Optimization Problems. Discourse Tagging for Scientific Evidence Extraction. Learning Landmark-Based Ensembles with Random Fourier Features and Gradient Boosting. Col …

Paper Group ANR 971

January 28, 2020

Experience Management in Multi-player Games. Object Placement on Cluttered Surfaces: A Nested Local Search Approach. Directed Exploration for Reinforcement Learning. Self-Supervised Exploration via Disagreement. Parallel Computation of Graph Embeddings. Learning Efficient and Effective Exploration Policies with Counterfactual Meta Policy. Compare M …

Paper Group ANR 972

January 28, 2020

The Performance of Machine and Deep Learning Classifiers in Detecting Zero-Day Vulnerabilities. On Space-spectrum Uncertainty Analysis for Coded Aperture Systems. CNN-based Semantic Segmentation using Level Set Loss. Contrast Optimization And Local Adaptation (COALA) for HDR Compression. DAWN: Dual Augmented Memory Network for Unsupervised Video Ob …

Paper Group ANR 974

January 28, 2020

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation. Dynamic Approach for Lane Detection using Google Street View and CNN. Extracting Novel Facts from Tables for Knowledge Graph Completion (Extended version). Exploiting Model Sparsity in Adaptive MPC: A Compressed Sensing Viewpoint. Wind Estimation Using Quadco …

Paper Group ANR 975

January 28, 2020

Serif or Sans: Visual Font Analytics on Book Covers and Online Advertisements. Robustifying deep networks for image segmentation. Single Image Super-resolution via Dense Blended Attention Generative Adversarial Network for Clinical Diagnosis. Big Data Goes Small: Real-Time Spectrum-Driven Embedded Wireless Networking Through Deep Learning in the RF …

Paper Group ANR 977

January 28, 2020

Static Activation Function Normalization. Meta-Learning for Black-box Optimization. Graph Message Passing with Cross-location Attentions for Long-term ILI Prediction. Will this Course Increase or Decrease Your GPA? Towards Grade-aware Course Recommendation. Evolving Plasticity for Autonomous Learning under Changing Environmental Conditions. Dataflo …

Paper Group ANR 978

January 28, 2020

Iterative temporal differencing with random synaptic feedback weights support error backpropagation for deep learning. Multimodal Video-based Apparent Personality Recognition Using Long Short-Term Memory and Convolutional Neural Networks. RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping. Making Asyn …

Paper Group ANR 983

January 28, 2020

Performance Analysis of Spatial and Transform Filters for Efficient Image Noise Reduction. Interpolating Local and Global Search by Controlling the Variance of Standard Bit Mutation. Discovering Hidden Structure in High Dimensional Human Behavioral Data via Tensor Factorization. A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmen …

Paper Group ANR 985

January 28, 2020

Improving OOV Detection and Resolution with External Language Models in Acoustic-to-Word ASR. Coding for Crowdsourced Classification with XOR Queries. Handling Noisy Labels for Robustly Learning from Self-Training Data for Low-Resource Sequence Labeling. Revisiting Randomized Gossip Algorithms: General Framework, Convergence Rates and Novel Block a …

Paper Group ANR 989

January 28, 2020

Learning Mixtures of Smooth Product Distributions: Identifiability and Algorithm. An attempt at beating the 3D U-Net. Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees. End-to-End Learning Deep CRF models for Multi-Object Tracking. Robust Membership Encoding: Inference Attacks and Copyright Protection for …

Paper Group ANR 990

January 28, 2020

Sinogram interpolation for sparse-view micro-CT with deep learning neural network. SAPSAM - Sparsely Annotated Pathological Sign Activation Maps - A novel approach to train Convolutional Neural Networks on lung CT scans using binary labels only. A Novel Approach for Partial Fingerprint Identification to Mitigate MasterPrint Generation. Conditional …

Paper Group ANR 991

January 28, 2020

Two-stage Training for Chinese Dialect Recognition. Ghost Units Yield Biologically Plausible Backprop in Deep Neural Networks. Online Reinforcement Learning of Optimal Threshold Policies for Markov Decision Processes. Adversarial Training for Multilingual Acoustic Modeling. Assessing the Benchmarking Capacity of Machine Reading Comprehension Datase …

Paper Group ANR 993

January 28, 2020

Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks. Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals. Class-dependent Compression of Deep Neural Networks. Simultaneous Feature Aggregating and Hashing for Compact Binary Code Learning. Radiological imag …

Paper Group ANR 997

January 28, 2020

On a convergence property of a geometrical algorithm for statistical manifolds. Theme Aware Aesthetic Distribution Prediction with Full Resolution Photos. SRGAN: Training Dataset Matters. Ship Instance Segmentation From Remote Sensing Images Using Sequence Local Context Module. Implicit Pairs for Boosting Unpaired Image-to-Image Translation. PHYRE: …

Paper Group ANR 999

January 28, 2020

Increasing the Generalisation Capacity of Conditional VAEs. Unsupervised Question Answering by Cloze Translation. A Comparative Analysis of the Optimization and Generalization Property of Two-layer Neural Network and Random Feature Models Under Gradient Descent Dynamics. Cross-Modal Data Programming Enables Rapid Medical Machine Learning. Plain Eng …

Paper Group ANR 1068

January 27, 2020

Siam R-CNN: Visual Tracking by Re-Detection. Improve Object Detection by Data Enhancement based on Generative Adversarial Nets. RED: A ReRAM-based Deconvolution Accelerator. VAE-based regularization for deep speaker embedding. AANet: Attribute Attention Network for Person Re-Identifications. LSMI-Sinkhorn: Semi-supervised Squared-Loss Mutual Inform …

Paper Group ANR 1070

January 27, 2020

A Geometric Perspective on Optimal Representations for Reinforcement Learning. The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents. Marginally-calibrated deep distributional regression. Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes. Classification of Two-channel Sign …

Paper Group ANR 1073

January 27, 2020

AMNet: Deep Atrous Multiscale Stereo Disparity Estimation Networks. Toward Automated Quest Generation in Text-Adventure Games. PWOC-3D: Deep Occlusion-Aware End-to-End Scene Flow Estimation. Real-Time Dense Stereo Embedded in A UAV for Road Inspection. A fast multi-object tracking system using an object detector ensemble. SDC - Stacked Dilated Conv …