Text Generation

Paper Group ANR 3

Paper Group ANR 3

April 3, 2020

EM Algorithm is Sample-Optimal for Learning Mixtures of Well-Separated Gaussians. Backdoor Attacks against Transfer Learning with Pre-trained Deep Learning Models. Transport Gaussian Processes for Regression. LTP: A New Active Learning Strategy for Bert-CRF Based Named Entity Recognition. Some convergent results for Backtracking Gradient Descent me …
Paper Group ANR 75

Paper Group ANR 75

April 3, 2020

Spatial and spectral deep attention fusion for multi-channel speech separation using deep embedding features. Machine Learning on Volatile Instances. Tractogram filtering of anatomically non-plausible fibers with geometric deep learning. Experiments on Manual Thesaurus based Query Expansion for Ad-hoc Monolingual Gujarati Information Retrieval Task …
Paper Group AWR 23

Paper Group AWR 23

April 3, 2020

Multi-Agent Interactions Modeling with Correlated Policies. Efficient Facial Feature Learning with Wide Ensemble-based Convolutional Neural Networks. MarginDistillation: distillation for margin-based softmax. GeoDA: a geometric framework for black-box adversarial attacks. Data Augmentation using Pre-trained Transformer Models. Interpretable End-to- …
Paper Group AWR 25

Paper Group AWR 25

April 3, 2020

ACEnet: Anatomical Context-Encoding Network for Neuroanatomy Segmentation. Stance Detection Benchmark: How Robust Is Your Stance Detection?. Modeling ASR Ambiguity for Dialogue State Tracking Using Word Confusion Networks. Plato Dialogue System: A Flexible Conversational AI Research Platform. Two-Stream Aural-Visual Affect Analysis in the Wild. Cli …
Paper Group AWR 48

Paper Group AWR 48

April 3, 2020

A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation. PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata. Reduced Dilation-Erosion Perceptron for Binary Classification. Learning State Abstractions for Transfer in Continuous Control. Unblind Your Apps: Predicting Natural-Language Labels for Mobile GUI C …
Paper Group AWR 49

Paper Group AWR 49

April 3, 2020

Reinforcement Learning Framework for Deep Brain Stimulation Study. Few-shot Natural Language Generation for Task-Oriented Dialog. Bringing Stories Alive: Generating Interactive Fiction Worlds. Graph Constrained Reinforcement Learning for Natural Language Action Spaces. Deterministic Decoding for Discrete Data in Variational Autoencoders. Multi-clas …
Paper Group AWR 54

Paper Group AWR 54

April 3, 2020

DivideMix: Learning with Noisy Labels as Semi-supervised Learning. Robust Explanations for Visual Question Answering. Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings. Restricting the Flow: Information Bottlenecks for Attribution. Adversarial-Learned Loss for Domain Adaptation. On the Role of Conceptualization in Commonsense …
Paper Group AWR 60

Paper Group AWR 60

April 3, 2020

Cars Can’t Fly up in the Sky: Improving Urban-Scene Segmentation via Height-driven Attention Networks. Extremely Dense Point Correspondences using a Learned Feature Descriptor. Leveraging Photogrammetric Mesh Models for Aerial-Ground Feature Point Matching Toward Integrated 3D Reconstruction. Detecting Attended Visual Targets in Video. High-Resolut …
Paper Group AWR 64

Paper Group AWR 64

April 3, 2020

A Generalized Deep Learning Framework for Whole-Slide Image Segmentation and Analysis. Snippext: Semi-supervised Opinion Mining with Augmented Data. Bayesian task embedding for few-shot Bayesian optimization. Reconstruction of 3D flight trajectories from ad-hoc camera networks. Harmonic Convolutional Networks based on Discrete Cosine Transform. Lig …
Paper Group AWR 7

Paper Group AWR 7

April 3, 2020

ScanSSD: Scanning Single Shot Detector for Mathematical Formulas in PDF Document Images. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations. Machine-Learning-Based Diagnostics of EEG Pathology. MAST: A Memory-Augmented Self-supervised Tracker. Selecting time-series hyperparameters with the ar …
Paper Group ANR 125

Paper Group ANR 125

April 2, 2020

Towards Automatic Threat Detection: A Survey of Advances of Deep Learning within X-ray Security Imaging. IROF: a low resource evaluation metric for explanation methods. Accelerating Deep Learning Inference via Freezing. High-Order Paired-ASPP Networks for Semantic Segmenation. Asymmetric Rejection Loss for Fairer Face Recognition. An Approach for T …
Paper Group ANR 193

Paper Group ANR 193

April 2, 2020

Distributed Averaging Methods for Randomized Second Order Optimization. Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers. Learned Spectral Computed Tomography. Learning to Transfer Texture from Clothing Images to 3D Humans. Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Transla …
Paper Group ANR 196

Paper Group ANR 196

April 2, 2020

TNT-KID: Transformer-based Neural Tagger for Keyword Identification. Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish. Generación automática de frases literarias en español. Multimodal Story Generation on Plural Images. Deep learning predicts total knee replacement from magnetic resonance images. An Improved EEG Acquisi …
Paper Group ANR 198

Paper Group ANR 198

April 2, 2020

PUMiner: Mining Security Posts from Developer Question and Answer Websites with PU Learning. Modeling 3D Shapes by Reinforcement Learning. MQA: Answering the Question via Robotic Manipulation. Overfitting Can Be Harmless for Basis Pursuit: Only to a Degree. Improving Deep Learning For Airbnb Search. Modelling and Quantifying Membership Information …
Paper Group ANR 201

Paper Group ANR 201

April 2, 2020

Face Anti-Spoofing by Learning Polarization Cues in a Real-World Scenario. Fourier Transform Approach to Machine Learning III: Fourier Classification. PathVQA: 30000+ Questions for Medical Visual Question Answering. QActor: On-line Active Learning for Noisy Labeled Stream Data. Fairness Measures for Regression via Probabilistic Classification. Effi …
Paper Group ANR 202

Paper Group ANR 202

April 2, 2020

Estimating Aggregate Properties In Relational Networks With Unobserved Data. Learning Graph Embedding with Limited Labeled Data: An Efficient Sampling Approach. Robust Estimation, Prediction and Control with Linear Dynamics and Generic Costs. Risk-Averse Learning by Temporal Difference Methods. Multi-Class Classification from Noisy-Similarity-Label …
Paper Group ANR 203

Paper Group ANR 203

April 2, 2020

EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems. Parameterizing Branch-and-Bound Search Trees to Learn Branching Policies. Accelerating Reinforcement Learning for Reaching using Continuous Curriculum Learning. Pruning Filters while Training for Efficiently Optimizing Deep Learning Networks. Long-tail Visual …
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 212

Paper Group ANR 212

April 2, 2020

Fully reversible neural networks for large-scale surface and sub-surface characterization via remote sensing. Boosting Deep Face Recognition via Disentangling Appearance and Geometry. Robust Facial Landmark Detection via Aggregation on Geometrically Manipulated Faces. SalsaNext: Fast Semantic Segmentation of LiDAR Point Clouds for Autonomous Drivin …
Paper Group ANR 233

Paper Group ANR 233

April 2, 2020

Unsupervised Pidgin Text Generation By Pivoting English Data and Self-Training. Coronary Wall Segmentation in CCTA Scans via a Hybrid Net with Contours Regularization. Extracting dispersion curves from ambient noise correlations using deep learning. Differentiating through the Fréchet Mean. Classification of Chest Diseases using Wavelet Transforms …
Paper Group ANR 294

Paper Group ANR 294

April 2, 2020

Information Condensing Active Learning. Site2Vec: a reference frame invariant algorithm for vector embedding of protein-ligand binding sites. Communication-Efficient Edge AI: Algorithms and Systems. The Synthesizability of Molecules Proposed by Generative Models. Optimizing Streaming Parallelism on Heterogeneous Many-Core Architectures: A Machine L …
Paper Group ANR 299

Paper Group ANR 299

April 2, 2020

The utility of tactile force to autonomous learning of in-hand manipulation is task-dependent. Enhanced Self-Perception in Mixed Reality: Egocentric Arm Segmentation and Database with Automatic Labelling. AutoTrack: Towards High-Performance Visual Tracking for UAV with Automatic Spatio-Temporal Regularization. Character-independent font identificat …
Paper Group ANR 318

Paper Group ANR 318

April 2, 2020

Limits of Detecting Text Generated by Large-Scale Language Models. Multimodal Matching Transformer for Live Commenting. Exploiting Database Management Systems and Treewidth for Counting. Learning Contact-Rich Manipulation Tasks with Rigid Position-Controlled Robots: Learning to Force Control. Citation Text Generation. Ten Research Challenge Areas i …
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 341

Paper Group ANR 341

April 2, 2020

Learning 3D Part Assembly from a Single Image. Iterative Data Programming for Expanding Text Classification Corpora. Identifying Notable News Stories. Deep Learning Enabled Uncorrelated Space Observation Association. Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. ScrabbleGAN: Semi-Supervised Varying Length H …
Paper Group ANR 342

Paper Group ANR 342

April 2, 2020

Studying the Effects of Cognitive Biases in Evaluation of Conversational Agents. Connectivity-driven Communication in Multi-agent Reinforcement Learning through Diffusion Processes on Graphs. Transformer on a Diet. Rnn-transducer with language bias for end-to-end Mandarin-English code-switching speech recognition. Identification of Indian Languages …
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 383

Paper Group ANR 383

April 2, 2020

EPINE: Enhanced Proximity Information Network Embedding. A Relaxed Inertial Forward-Backward-Forward Algorithm for Solving Monotone Inclusions with Application to GANs. Towards Effective Human-AI Collaboration in GUI-Based Interactive Task Learning Agents. Self-Supervised Graph Representation Learning via Global Context Prediction. Robust Gaussian …