tensorflow

Paper Group AWR 15

February 2, 2020

Practical Federated Gradient Boosting Decision Trees. OpenTapioca: Lightweight Entity Linking for Wikidata. Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use. Skin Lesion Synthesis with Generative Adversarial Networks. Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot R …

Paper Group AWR 2

February 2, 2020

Uncertainty-Aware Principal Component Analysis. PrivateJobMatch: A Privacy-Oriented Deferred Multi-Match Recommender System for Stable Employment. FaSNet: Low-latency Adaptive Beamforming for Multi-microphone Audio Processing. Induction of Subgoal Automata for Reinforcement Learning. Variational Bayes under Model Misspecification. Cross-lingual Lan …

Paper Group AWR 26

February 2, 2020

AVA-ActiveSpeaker: An Audio-Visual Dataset for Active Speaker Detection. Associative Convolutional Layers. PredNet and Predictive Coding: A Critical Review. Winning the Lottery with Continuous Sparsification. FISR: Deep Joint Frame Interpolation and Super-Resolution with A Multi-scale Temporal Loss. Event-driven Video Frame Synthesis. Frame attenti …

Paper Group AWR 27

February 2, 2020

GeBioToolkit: Automatic Extraction of Gender-Balanced Multilingual Corpus of Wikipedia Biographies. Detecting and Simulating Artifacts in GAN Fake Images. Neural network models and deep learning - a primer for biologists. Scalable Dictionary Classifiers for Time Series Classification. Improving Policies via Search in Cooperative Partially Observabl …

Paper Group AWR 28

February 2, 2020

Deep Learning with ConvNET Predicts Imagery Tasks Through EEG. Brain Signal Classification via Learning Connectivity Structure. Deep Learning on Small Datasets without Pre-Training using Cosine Loss. Skeleton-Based Action Recognition with Multi-Stream Adaptive Graph Convolutional Networks. Multi-resolution CSI Feedback with deep learning in Massive …

Paper Group AWR 37

February 2, 2020

Latent Channel Networks. DADAM: A Consensus-based Distributed Adaptive Gradient Method for Online Optimization. Output-Constrained Bayesian Neural Networks. Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation. End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation. Adversa …

Paper Group AWR 38

February 2, 2020

Explainable Knowledge Graph-based Recommendation via Deep Reinforcement Learning. Partially Encrypted Machine Learning using Functional Encryption. The Design and Implementation of a Real Time Visual Search System on JD E-commerce Platform. SaLite : A light-weight model for salient object detection. ntuer at SemEval-2019 Task 3: Emotion Classificat …

Paper Group AWR 47

February 2, 2020

Many Task Learning with Task Routing. Rényi Differential Privacy of the Sampled Gaussian Mechanism. AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning. Assessing Disparate Impacts of Personalized Interventions: Identifiability and Bounds. Multi-task Learning for Aggregated Data using Gaussian Processes. Distantly Supervis …

Paper Group AWR 69

February 2, 2020

Reconstructing faces from voices. Embedded Neural Networks for Robot Autonomy. Weakly-supervised Caricature Face Parsing through Domain Adaptation. Attribute-Driven Spontaneous Motion in Unpaired Image Translation. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction. MinAtar: An Atari-Inspired Testbed for Thorough and Repro …

Paper Group AWR 102

February 1, 2020

Classification and Clustering of Arguments with Contextualized Word Embeddings. The Complexity of Morality: Checking Markov Blanket Consistency with DAGs via Morality. Enriching Pre-trained Language Model with Entity Information for Relation Classification. Mastering the Game of Sungka from Random Play. Subword ELMo. A Skeleton-bridged Deep Learnin …

Paper Group AWR 111

February 1, 2020

Using Text Embeddings for Causal Inference. INFaaS: A Model-less Inference Serving System. Distorted Representation Space Characterization Through Backpropagated Gradients. Choosing Transfer Languages for Cross-Lingual Learning. Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition. Saliency detection based on structural dissimila …

Paper Group AWR 117

February 1, 2020

Applying Probabilistic Programming to Affective Computing. Expediting TTS Synthesis with Adversarial Vocoding. Region Normalization for Image Inpainting. Weakly Supervised Disentanglement by Pairwise Similarities. Adversarial Examples Improve Image Recognition. Deep Signature Transforms. A Tool for Super-Resolving Multimodal Clinical MRI. Improving …

Paper Group AWR 145

February 1, 2020

Enhancing Flood Impact Analysis using Interactive Retrieval of Social Media Images. What, Where and How to Transfer in SAR Target Recognition Based on Deep CNNs. Cumulo: A Dataset for Learning Cloud Classes. Characterizing SLAM Benchmarks and Methods for the Robust Perception Age. Deep Learning for Classification of Hyperspectral Data: A Comparativ …

Paper Group AWR 157

February 1, 2020

Context Attentive Document Ranking and Query Suggestion. Hyperpixel Flow: Semantic Correspondence with Multi-layer Neural Features. Remote Sensor Design for Visual Recognition with Convolutional Neural Networks. LeagueAI: Improving object detector performance and flexibility through automatically generated training data and domain randomization. St …

Paper Group AWR 169

February 1, 2020

Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards. Mixture Models for Diverse Machine Translation: Tricks of the Trade. Factor Graph Neural Network. Scoring Sentence Singletons and Pairs for Abstractive Summarization. word2word: A Collection of Bilingual Lexicons for 3,564 Language Pairs. Primal-Dual Block Frank …

Paper Group AWR 182

February 1, 2020

Regularized Anderson Acceleration for Off-Policy Deep Reinforcement Learning. Kernel Mean Matching for Content Addressability of GANs. The Machine Learning Bazaar: Harnessing the ML Ecosystem for Effective System Development. RPBA – Robust Parallel Bundle Adjustment Based on Covariance Information. Precise Synthetic Image and LiDAR (PreSIL) Datase …

Paper Group AWR 194

February 1, 2020

Adaptive Posterior Learning: few-shot learning with a surprise-based memory module. Learning to Balance: Bayesian Meta-Learning for Imbalanced and Out-of-distribution Tasks. Reinforcement Learning from Hierarchical Critics. ACNN: a Full Resolution DCNN for Medical Image Segmentation. Quality-Gated Convolutional LSTM for Enhancing Compressed Video. …

Paper Group AWR 199

February 1, 2020

Combining Machine Learning Models using combo Library. Diagnosing and Enhancing VAE Models. GNNExplainer: Generating Explanations for Graph Neural Networks. Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word Embeddings. Massive vs. Curated Word Embeddings for Low-Resourced Languages. The Case of Yorùbá and Twi. Smar …

Paper Group AWR 217

February 1, 2020

A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR Reproducibility Challenge Report (Padam : Closing The Generalization Gap Of Adaptive Gradient Methods in Training Deep Neural Networks). Improving Neural Machine Translation with Parent-Scaled Self-Attention. Pareto Multi-Task Lea …

Paper Group AWR 222

February 1, 2020

SMART tracking: Simultaneous anatomical imaging and real-time passive device tracking for MR-guided interventions. exBERT: A Visual Analysis Tool to Explore Learned Representations in Transformers Models. Extracting Success from IBM’s 20-Qubit Machines Using Error-Aware Compilation. Multi-step Cascaded Networks for Brain Tumor Segmentation. Similar …

Paper Group AWR 228

February 1, 2020

Large-Scale Multi-Label Text Classification on EU Legislation. GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects. Mask Combination of Multi-layer Graphs for Global Structure Inference. Neural Imaging Pipelines - the Scourge or Hope of Forensics?. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure …

Paper Group AWR 233

February 1, 2020

Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs. Text2FaceGAN: Face Generation from Fine Grained Textual Descriptions. Training Neural Networks for and by Interpolation. Synthetic Ground Truth Generation for Evaluating Generative Policy Models. Accelerating Deep Learning by Focusing on the Biggest Losers. Portugu …

Paper Group AWR 253

February 1, 2020

Variational Prototyping-Encoder: One-Shot Learning with Prototypical Images. ‘Skimming-Perusal’ Tracking: A Framework for Real-Time and Robust Long-term Tracking. Where are the Masks: Instance Segmentation with Image-level Supervision. Supervised Multimodal Bitransformers for Classifying Images and Text. Attentive Neural Processes. Exchangeable Gen …

Paper Group AWR 276

February 1, 2020

75 Languages, 1 Model: Parsing Universal Dependencies Universally. FedMD: Heterogenous Federated Learning via Model Distillation. Learning distant cause and effect using only local and immediate credit assignment. Competing Neural Networks for Robust Control of Nonlinear Systems. Bayesian Estimation of Mixed Multinomial Logit Models: Advances and S …

Paper Group AWR 283

February 1, 2020

A Polynomial-Based Approach for Architectural Design and Learning with Deep Neural Networks. Dual Residual Networks Leveraging the Potential of Paired Operations for Image Restoration. Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks. Structured Fusion Networks for Dialog. Deep Residual Output Layers for Neural Languag …

Paper Group AWR 284

February 1, 2020

Automated Spectral Kernel Learning. Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup. L_DMI: An Information-theoretic Noise-robust Loss Function. Safeguarded Dynamic Label Regression for Generalized Noisy Supervision. Controlling the Amount of Verbatim Copying in Abstractive Summarization. Leveragin …

Paper Group AWR 292

February 1, 2020

Equi-normalization of Neural Networks. Complementary-Similarity Learning using Quadruplet Network. Automated shapeshifting for function recovery in damaged robots. Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding. Patient Knowledge Distillation for BERT Model Compression. Detecting the Unexpect …

Paper Group AWR 293

February 1, 2020

PaccMann$^{RL}$: Designing anticancer drugs from transcriptomic data via reinforcement learning. Finding Archetypal Spaces Using Neural Networks. GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis. Audio Denoising with Deep Network Priors. Systematic quantitative analyses reveal the folk-zoological knowledge embedded …