Visual Question Answering

Paper Group AWR 123

October 21, 2019

Deep Super Learner: A Deep Ensemble for Classification Problems. Large Margin Deep Networks for Classification. h-detach: Modifying the LSTM Gradient Towards Better Optimization. Fast Gaussian Process Based Gradient Matching for Parameter Identification in Systems of Nonlinear ODEs. Specification-Guided Safety Verification for Feedforward Neural Ne …

Paper Group AWR 126

October 21, 2019

Generating Music using an LSTM Network. A Call for Clarity in Reporting BLEU Scores. Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition. CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning. Simple random search provides a competitive approach to reinforcement learning. Quickshift++: Provably Good Initi …

Paper Group AWR 135

October 21, 2019

Learning Warped Guidance for Blind Face Restoration. Precision and Recall for Time Series. Gradient and Newton Boosting for Classification and Regression. Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos. On Robust Trimming of Bayesian Network Classifiers. Breaking NLI Systems with Sentences that Require Simple Lexical I …

Paper Group AWR 139

October 21, 2019

Handling Incomplete Heterogeneous Data using VAEs. N-Gram Graph: Simple Unsupervised Representation for Graphs, with Applications to Molecules. Deep Defense: Training DNNs with Improved Adversarial Robustness. Using Deep Learning to Extend the Range of Air-Pollution Monitoring and Forecasting. Image Super-Resolution via Dual-State Recurrent Network …

Paper Group AWR 141

October 21, 2019

FDFNet : A Secure Cancelable Deep Finger Dorsal Template Generation Network Secured via. Bio-Hashing. End-to-End Incremental Learning. Superpixel-enhanced Pairwise Conditional Random Field for Semantic Segmentation. Characterising epithelial tissues using persistent entropy. On Multi-Layer Basis Pursuit, Efficient Algorithms and Convolutional Neura …

Paper Group AWR 147

October 21, 2019

Document Informed Neural Autoregressive Topic Models. Pose-Driven Deep Models for Person Re-Identification. Recursive Visual Attention in Visual Dialog. Spatial Deep Learning for Wireless Scheduling. Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks. ODSQA: Open-domain Spoken Question Answering Dataset. Variational Le …

Paper Group AWR 151

October 21, 2019

pioNER: Datasets and Baselines for Armenian Named Entity Recognition. Dialog-based Interactive Image Retrieval. Quaternion Convolutional Neural Networks for End-to-End Automatic Speech Recognition. A Spectral Approach to Gradient Estimation for Implicit Distributions. Zero-shot Neural Transfer for Cross-lingual Entity Linking. Modeling Camera Effec …

Paper Group AWR 159

October 21, 2019

End-to-end music source separation: is it possible in the waveform domain?. IntPhys: A Framework and Benchmark for Visual Intuitive Physics Reasoning. Multitask Parsing Across Semantic Representations. Transfer Learning via Unsupervised Task Discovery for Visual Question Answering. Spherical CNNs. Image Inpainting for Irregular Holes Using Partial …

Paper Group AWR 163

October 21, 2019

SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq. SFace: An Efficient Network for Face Detection in Large Scale Variations. Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. Learning Representat …

Paper Group AWR 56

October 21, 2019

Leveraging Contact Forces for Learning to Grasp. Ordered Preference Elicitation Strategies for Supporting Multi-Objective Decision Making. GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. Multi-Stage Reinforcement Learning For Object Detection. Opinion Dynamics with Varying Susceptibility to Persuasion. Deep Inverse Op …

Paper Group AWR 68

October 21, 2019

Weakly-supervised Visual Instrument-playing Action Detection in Videos. Variational Autoencoders for Collaborative Filtering. DeepEfficiency - optimal efficiency inversion in higher dimensions at the LHC. Low-rank semidefinite programming for the MAX2SAT problem. Inference Suboptimality in Variational Autoencoders. Weakly Supervised Deep Image Hash …

Paper Group ANR 48

October 20, 2019

Supervised and Semi-Supervised Deep Neural Networks for CSI-Based Authentication. WebSeg: Learning Semantic Segmentation from Web Searches. A Unified Knowledge Representation and Context-aware Recommender System in Internet of Things. Quick Best Action Identification in Linear Bandit Problems. Document Chunking and Learning Objective Generation for …

Paper Group AWR 184

October 20, 2019

Stacking-Based Deep Neural Network: Deep Analytic Network for Pattern Classification. Sequence-Aware Recommender Systems. Single-View Place Recognition under Seasonal Changes. SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks. TallyQA: Answering Complex Counting Questions. 3DFeat-Net: Weakly Supervised Local 3D Features for Po …

Paper Group AWR 193

October 20, 2019

The Knowref Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution. EnsNet: Ensconce Text in the Wild. A Graph-to-Sequence Model for AMR-to-Text Generation. Multi-Task Identification of Entities, Relations, and Coreference for Scientific Knowledge Graph Construction. RFCDE: Random Forests for Conditional De …

Paper Group AWR 202

October 20, 2019

Learning to adapt: a meta-learning approach for speaker adaptation. Towards Fast Computation of Certified Robustness for ReLU Networks. Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering. Baidu Apollo Auto-Calibration System - An Industry-Level Data-Driven and Learnin …

Paper Group AWR 204

October 20, 2019

Scaling All-Goals Updates in Reinforcement Learning Using Convolutional Neural Networks. Deterministic Implementations for Reproducibility in Deep Reinforcement Learning. Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering. Identifying Sources and Sinks in the Presence of Multiple Agents with Gaussian Process Vec …

Paper Group AWR 205

October 20, 2019

Trained Rank Pruning for Efficient Deep Neural Networks. An Unsupervised Learning Model for Deformable Medical Image Registration. Did the Model Understand the Question?. Identifying Well-formed Natural Language Questions. A Comprehensive Analysis of Deep Regression. Multispectral Pedestrian Detection via Simultaneous Detection and Segmentation. Mu …

Paper Group AWR 212

October 20, 2019

Deep Learning for Classification Tasks on Geospatial Vector Polygons. Generating Distractors for Reading Comprehension Questions from Real Examinations. Neural Likelihoods via Cumulative Distribution Functions. LemmaTag: Jointly Tagging and Lemmatizing for Morphologically-Rich Languages with BRNNs. Likelihood-free inference with emulator networks. …

Paper Group AWR 232

October 20, 2019

Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance. Image classification and retrieval with random depthwise signed convolutional neural networks. TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes. DORA The Explorer: Directed Outreaching Reinforcemen …

Paper Group AWR 234

October 20, 2019

Auto-Encoding Variational Neural Machine Translation. Unsupervised Discovery of Object Landmarks as Structural Representations. Efficient Formal Safety Analysis of Neural Networks. Extended Isolation Forest. Self-supervised learning of a facial attribute embedding from video. Improved Fusion of Visual and Language Representations by Dense Symmetric …

Paper Group AWR 237

October 20, 2019

Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration. Bayesian Modeling of Intersectional Fairness: The Variance of Bias. Recurrent Auto-Encoder Model for Large-Scale Industrial Sensor Signal Analys …

Paper Group AWR 248

October 20, 2019

Multiobjective Optimization Training of PLDA for Speaker Verification. Deep Compressive Autoencoder for Action Potential Compression in Large-Scale Neural Recording. PlayeRank: data-driven performance evaluation and player ranking in soccer via a machine learning approach. Compact Factorization of Matrices Using Generalized Round-Rank. ECG Segmenta …

Paper Group AWR 253

October 20, 2019

SAVOIAS: A Diverse, Multi-Category Visual Complexity Dataset. Texygen: A Benchmarking Platform for Text Generation Models. 3D Consistent & Robust Segmentation of Cardiac Images by Deep Learning with Spatial Propagation. Learning to Count Objects in Natural Images for Visual Question Answering. PaMpeR: Proof Method Recommendation System for Isabelle …

Paper Group AWR 265

October 20, 2019

Learning to recognize touch gestures: recurrent vs. convolutional features and dynamic sampling. BiSeNet: Bilateral Segmentation Network for Real-time Semantic Segmentation. Learning Neural Parsers with Deterministic Differentiable Imitation Learning. Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning. A …

Paper Group AWR 292

October 20, 2019

Stronger Data Poisoning Attacks Break Data Sanitization Defenses. Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network. AI Blue Book: Vehicle Price Prediction using Visual Features. Generating Diverse and Meaningful Captions. DeLS-3D: Deep Localization and Segmentation with a 3D Semantic Map. Counterexample-Guided Data A …

Paper Group AWR 294

October 20, 2019

Reversible Recurrent Neural Networks. Fast Geometrically-Perturbed Adversarial Faces. Batch-Instance Normalization for Adaptively Style-Invariant Neural Networks. GLStyleNet: Higher Quality Style Transfer Combining Global and Local Pyramid Features. CASCADE: Contextual Sarcasm Detection in Online Discussion Forums. DenseImage Network: Video Spatial …

Paper Group AWR 303

October 20, 2019

Y-Net: Joint Segmentation and Classification for Diagnosis of Breast Biopsy Images. RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information. Challenges of language technologies for the indigenous languages of the Americas. Towards a Better Understanding and Regularization of GAN Training Dynamics. Convolutional CRFs …

Paper Group AWR 318

October 20, 2019

BTS-DSN: Deeply Supervised Neural Network with Short Connections for Retinal Vessel Segmentation. cGANs with Projection Discriminator. Multi-level Multimodal Common Semantic Space for Image-Phrase Grounding. Deep convolutional neural networks for segmenting 3D in vivo multiphoton images of vasculature in Alzheimer disease mouse models. Towards Two- …