Video Generation

Paper Group AWR 22

October 21, 2019

Detect-to-Retrieve: Efficient Regional Aggregation for Image Search. Bayesian CycleGAN via Marginalizing Latent Sampling. A Review of Different Word Embeddings for Sentiment Classification using Deep Learning. Do-It-Yourself Single Camera 3D Pointer Input Device. Building a Word Segmenter for Sanskrit Overnight. Dealing with Unknown Unknowns: Ident …

Paper Group AWR 38

October 21, 2019

DeepMiner: Discovering Interpretable Representations for Mammogram Classification and Explanation. Deep learning for pedestrians: backpropagation in CNNs. Deep Facial Expression Recognition: A Survey. On the Decision Boundary of Deep Neural Networks. Exploiting temporal and depth information for multi-frame face anti-spoofing. Deep Neural Network C …

Paper Group AWR 67

October 21, 2019

Computational Historical Linguistics. Heterogeneous multireference alignment for images with application to 2-D classification in single particle reconstruction. A Machine Learning Framework for Stock Selection. AVID: Adversarial Visual Irregularity Detection. Backprop-Q: Generalized Backpropagation for Stochastic Computation Graphs. Multi-modal Cy …

Paper Group ANR 103

October 20, 2019

Exploring Connections Between Active Learning and Model Extraction. Focusing on the Big Picture: Insights into a Systems Approach to Deep Learning for Satellite Imagery. Empirical observations of ultraslow diffusion driven by the fractional dynamics in languages: Dynamical statistical properties of word counts of already popular words. Are screenin …

Paper Group ANR 46

October 20, 2019

Talking Face Generation by Conditional Recurrent Adversarial Network. Approximate k-space models and Deep Learning for fast photoacoustic reconstruction. BIN-CT: Urban Waste Collection based in Predicting the Container Fill Level. Photometric Stereo in Participating Media Considering Shape-Dependent Forward Scatter. Marrying up Regular Expressions …

Paper Group AWR 214

October 20, 2019

Maximum likelihood estimation of a finite mixture of logistic regression models in a continuous data stream. Bringing a Blurry Frame Alive at High Frame-Rate with an Event Camera. KONG: Kernels for ordered-neighborhood graphs. Audio Adversarial Examples: Targeted Attacks on Speech-to-Text. Superpixel Sampling Networks. ELEGANT: Exchanging Latent En …

Paper Group AWR 240

October 20, 2019

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length. Sequence-to-Action: End-to-End Semantic Graph Generation for Semantic Parsing. Unsupervised learning from videos using temporal coherency deep networks. This Time with Feeling: Learning Expressive Musical Performance. The Pros and Cons: Rank-aware Temporal Attentio …

Paper Group AWR 259

October 20, 2019

Tunability: Importance of Hyperparameters of Machine Learning Algorithms. Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings. The Devil of Face Recognition is in the Noise. Quantifying the dynamics of topical fluctuations in language. Learning to Embed Sentences Using Attentive Recursive Trees. A Surve …

Paper Group AWR 336

October 20, 2019

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …

Paper Group AWR 348

October 20, 2019

Towards High Resolution Video Generation with Progressive Growing of Sliced Wasserstein GANs. Unsupervised Representation Learning by Predicting Image Rotations. Simultaneous Edge Alignment and Learning. RepMet: Representative-based metric learning for classification and one-shot object detection. Deep Learning using Rectified Linear Units (ReLU). …

Paper Group ANR 167

October 19, 2019

DIY Human Action Data Set Generation. Every Smile is Unique: Landmark-Guided Diverse Smile Generation. NAPS: Natural Program Synthesis Dataset. Towards Mixed Optimization for Reinforcement Learning with Program Synthesis. Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis. Enslaving the A …

Paper Group ANR 546

October 18, 2019

Adversarial examples from computational constraints. On Accurate Evaluation of GANs for Language Generation. Grounding Visual Explanations. Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification. GANs for generating EFT models. Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training. Dynamic Vid …

Paper Group ANR 655

October 18, 2019

Beam Search Decoding using Manner of Articulation Detection Knowledge Derived from Connectionist Temporal Classification. Human-AI Learning Performance in Multi-Armed Bandits. Learning to Sketch with Shortcut Cycle Consistency. Minimax Rates in Network Analysis: Graphon Estimation, Community Detection and Hypothesis Testing. Sim-to-Real Transfer of …

Paper Group ANR 714

October 17, 2019

CRRN: Multi-Scale Guided Concurrent Reflection Removal Network. MBA: Mini-Batch AUC Optimization. Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform. On the Limitations of Unsupervised Bilingual Dictionary Induction. Efficient Discovery of Heterogeneous Treatment Effects in Randomized Experiments via Anomalous Pattern Det …

Paper Group ANR 956

October 17, 2019

Hyperbolic Deep Learning for Chinese Natural Language Understanding. Domain Confusion with Self Ensembling for Unsupervised Adaptation. Social Media Analysis For Organizations: Us Northeastern Public And State Libraries Case Study. RIFT: Multi-modal Image Matching Based on Radiation-invariant Feature Transform. Semi-supervised classification by rea …

Paper Group ANR 1160

October 16, 2019

Tensor Monte Carlo: particle methods for the GPU era. AI in Game Playing: Sokoban Solver. QuAC : Question Answering in Context. Efficient Egocentric Visual Perception Combining Eye-tracking, a Software Retina and Deep Learning. Matrix Factorization via Deep Learning. Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning. Perf …

Paper Group NANR 209

October 15, 2019

An Analysis of Encoder Representations in Transformer-Based Machine Translation. Learning Word Embeddings for Data Sparse and Sentiment Rich Data Sets. Learning to Solve Nonlinear Least Squares for Monocular Stereo. Deep Sensing: Active Sensing using Multi-directional Recurrent Neural Networks. Continuous-fidelity Bayesian Optimization with Knowled …