Natural Language Inference

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 64

Paper Group ANR 64

April 3, 2020

Regularization Helps with Mitigating Poisoning Attacks: Distributionally-Robust Machine Learning Using the Wasserstein Distance. 3D Gated Recurrent Fusion for Semantic Scene Completion. Learning Queuing Networks by Recurrent Neural Networks. 3D Deep Learning on Medical Images: A Review. SHX: Search History Driven Crossover for Real-Coded Genetic Al …
Paper Group ANR 65

Paper Group ANR 65

April 3, 2020

From English To Foreign Languages: Transferring Pre-trained Language Models. Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds. Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks. Extending a Tag-based Collaborative Recommender with Co-occurring Information Interest …
Paper Group AWR 2

Paper Group AWR 2

April 3, 2020

StructSum: Incorporating Latent and Explicit Sentence Dependencies for Single Document Summarization. The gap between theory and practice in function approximation with deep neural networks. Resources for Turkish Dependency Parsing: Introducing the BOUN Treebank and the BoAT Annotation Tool. Flashlight CNN Image Denoising. RIDE: Rewarding Impact-Dr …
Paper Group AWR 52

Paper Group AWR 52

April 3, 2020

Attend to the beginning: A study on using bidirectional attention for extractive summarization. Calibration of Pre-trained Transformers. K-Core based Temporal Graph Convolutional Network for Dynamic Graphs. Comment Ranking Diversification in Forum Discussions. Going beyond accuracy: estimating homophily in social networks using predictions. State-o …
Paper Group AWR 68

Paper Group AWR 68

April 3, 2020

Interactive Natural Language-based Person Search. Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks. A Comparison of Metric Learning Loss Functions for End-To-End Speaker Verification. Bayesian Neural Networks With Maximum Mean Discrepancy Regularization. On Identifying Hashtags in Disaster Twitter Dat …
Paper Group ANR 224

Paper Group ANR 224

April 2, 2020

Normalizing Flows on Tori and Spheres. Provably Efficient Adaptive Approximate Policy Iteration. How Much Position Information Do Convolutional Neural Networks Encode?. Prior-enlightened and Motion-robust Video Deblurring. Gender Genetic Algorithm in the Dynamic Optimization Problem. Computer-inspired Quantum Experiments. Real-World Human-Robot Col …
Paper Group ANR 312

Paper Group ANR 312

April 2, 2020

Harnessing Code Switching to Transcend the Linguistic Barrier. Learning in Networked Control Systems. Adversarial Filters of Dataset Biases. Temporal Information Processing on Noisy Quantum Computers. Single headed attention based sequence-to-sequence model for state-of-the-art results on Switchboard-300. Investigating Simple Object Representations …
Paper Group ANR 314

Paper Group ANR 314

April 2, 2020

RECAST: Interactive Auditing of Automatic Toxicity Detection Models. Is Temporal Difference Learning Optimal? An Instance-Dependent Analysis. Object Relational Graph with Teacher-Recommended Learning for Video Captioning. Quantized Neural Network Inference with Precision Batching. A more abstractive summarization model. Interval Neural Networks as …
Paper Group ANR 378

Paper Group ANR 378

April 2, 2020

Semiparametric Inference For Causal Effects In Graphical Models With Hidden Variables. Deep 3D Capture: Geometry and Reflectance from Sparse Multi-View Images. Sparse Sinkhorn Attention. Iterative Pre-Conditioning to Expedite the Gradient-Descent Method. Revisiting EXTRA for Smooth Distributed Optimization. CheXclusion: Fairness gaps in deep chest …
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 117

Paper Group NANR 117

April 1, 2020

StructBERT: Incorporating Language Structures into Pre-training for Deep Language Understanding. Masked Based Unsupervised Content Transfer. Wasserstein Adversarial Regularization (WAR) on label noise. Understanding and Improving Information Transfer in Multi-Task Learning. On the Pareto Efficiency of Quantized CNN. Spike-based causal inference for …
Paper Group NANR 127

Paper Group NANR 127

April 1, 2020

Learning scalable and transferable multi-robot/machine sequential assignment planning via graph embedding. Learning Generative Models using Denoising Density Estimators. Invertible generative models for inverse problems: mitigating representation error and dataset bias. XD: Cross-lingual Knowledge Distillation for Polyglot Sentence Embeddings. A Bi …
Paper Group NANR 129

Paper Group NANR 129

April 1, 2020

At Your Fingertips: Automatic Piano Fingering Detection. Rigging the Lottery: Making All Tickets Winners. A Uniform Generalization Error Bound for Generative Adversarial Networks. Set Functions for Time Series. The fairness-accuracy landscape of neural classifiers. A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation. Phy …
Paper Group NANR 137

Paper Group NANR 137

April 1, 2020

Unsupervised Meta-Learning for Reinforcement Learning. Discrete InfoMax Codes for Meta-Learning. VariBAD: A Very Good Method for Bayes-Adaptive Deep RL via Meta-Learning. Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model. Continual Deep Learning by Functional Regularisation of Memorable Past. Learning to Remember from a …
Paper Group NANR 26

Paper Group NANR 26

April 1, 2020

Evaluations and Methods for Explanation through Robustness Analysis. Learning Mahalanobis Metric Spaces via Geometric Approximation Algorithms. Interpreting video features: a comparison of 3D convolutional networks and convolutional LSTM networks. TOWARDS FEATURE SPACE ADVERSARIAL ATTACK. Credible Sample Elicitation by Deep Learning, for Deep Learn …
Paper Group NANR 35

Paper Group NANR 35

April 1, 2020

Cross-Lingual Ability of Multilingual BERT: An Empirical Study. Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination. Knockoff-Inspired Feature Selection via Generative Models. Self-Induced Curriculum Learning in Neural Machine Translation. Granger Causal Structure Reconstruction from Heterogeneous Multivariate Time Ser …
Paper Group NANR 36

Paper Group NANR 36

April 1, 2020

INSTANCE CROSS ENTROPY FOR DEEP METRIC LEARNING. Abstract Diagrammatic Reasoning with Multiplex Graph Networks. MULTIPOLAR: Multi-Source Policy Aggregation for Transfer Reinforcement Learning between Diverse Environmental Dynamics. Semantically-Guided Representation Learning for Self-Supervised Monocular Depth. Generative Integration Networks. Disc …
Paper Group NANR 65

Paper Group NANR 65

April 1, 2020

Enhancing Adversarial Defense by k-Winners-Take-All. Learn to Explain Efficiently via Neural Logic Inductive Learning. Leveraging Entanglement Entropy for Deep Understanding of Attention Matrix in Text Matching. Reducing Transformer Depth on Demand with Structured Dropout. AlignNet: Self-supervised Alignment Module. Moniqua: Modulo Quantized Commun …
Paper Group NANR 7

Paper Group NANR 7

April 1, 2020

BETANAS: Balanced Training and selective drop for Neural Architecture Search. INTERPRETING CNN PREDICTION THROUGH LAYER - WISE SELECTED DISCERNIBLE NEURONS. Adversarial Interpolation Training: A Simple Approach for Improving Model Robustness. Robustness Verification for Transformers. Diversely Stale Parameters for Efficient Training of Deep Convolu …
Paper Group NANR 86

Paper Group NANR 86

April 1, 2020

Meta-Learning Initializations for Image Segmentation. Measuring the Reliability of Reinforcement Learning Algorithms. How many weights are enough : can tensor factorization learn efficient policies ?. Regularization Matters in Policy Optimization. Deceptive Opponent Modeling with Proactive Network Interdiction for Stochastic Goal Recognition Contro …
Paper Group NANR 95

Paper Group NANR 95

April 1, 2020

GPU Memory Management for Deep Neural Networks Using Deep Q-Network. On the “steerability” of generative adversarial networks. ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators. Adversarial Robustness Against the Union of Multiple Perturbation Models. Quantifying Point-Prediction Uncertainty in Neural Networks via Residua …
Paper Group NAWR 2

Paper Group NAWR 2

April 1, 2020

Quantifying the Cost of Reliable Photo Authentication via High-Performance Learned Lossy Representations. NAS evaluation is frustratingly hard. Discourse-Based Evaluation of Language Understanding. Meta-learning curiosity algorithms. Black-box Adversarial Attacks with Bayesian Optimization. Neural Tangents: Fast and Easy Infinite Neural Networks in …