Object Detection

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 24

October 21, 2019

Deterministic consensus maximization with biconvex programming. Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation. Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content. Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space. Language GA …

Paper Group AWR 26

October 21, 2019

Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions. Learning to Detect Fake Face Images in the Wild. Deep Reinforcement Learning for Swarm Systems. Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. Graph Neural Networks for IceCube Signal Classification. Multimodal Speech Emotion Recognition Using Audi …

Paper Group AWR 27

October 21, 2019

Deep Dynamical Modeling and Control of Unsteady Fluid Flows. Real Time Dense Depth Estimation by Fusing Stereo with Sparse Depth Measurements. Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines. Synthetically Trained Icon Proposals for Parsing and Summarizing Infographics. A Hierarchical Multi-task Approach f …

Paper Group AWR 28

October 21, 2019

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages. Path Aggregation Network for Instance Segmentation. Modeling Local Geometric Structure of 3D Point Clouds using Geo-CNN. ScratchDet: Training Single-Shot Object Detectors from Scratch. TSViz: Demystification of Deep Learning Models for Time-Series Analysis. Latent- …

Paper Group AWR 29

October 21, 2019

Changing the Image Memorability: From Basic Photo Editing to GANs. Siamese Cascaded Region Proposal Networks for Real-Time Visual Tracking. Learning image-to-image translation using paired and unpaired training samples. Transport-Based Pattern Theory: A Signal Transformation Approach. Chinese Lexical Analysis with Deep Bi-GRU-CRF Network. DynamicGE …

Paper Group AWR 3

October 21, 2019

Multi-views Fusion CNN for Left Ventricular Volumes Estimation on Cardiac MR Images. Stock Price Correlation Coefficient Prediction with ARIMA-LSTM Hybrid Model. Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-Identification. Stacked U-Nets: A No-Frills Approach to Natural Image Segmentation. LSCP: Locally S …

Paper Group AWR 30

October 21, 2019

Reinforced Evolutionary Neural Architecture Search. Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving. Recommendation Through Mixtures of Heterogeneous Item Relationships. Disentangled Sequential Autoencoder. Disentangling Language and Knowledge in Task-Oriented Dialogs. Diagonal Discriminant …

Paper Group AWR 36

October 21, 2019

Hate Lingo: A Target-based Linguistic Analysis of Hate Speech in Social Media. Kernel Exponential Family Estimation via Doubly Dual Embedding. Compact Generalized Non-local Network. Multi-Task Graph Autoencoders. HyperAdam: A Learnable Task-Adaptive Adam for Network Training. Towards Exploiting Background Knowledge for Building Conversation Systems …

Paper Group AWR 41

October 21, 2019

SWRL2SPIN: A tool for transforming SWRL rule bases in OWL ontologies to object-oriented SPIN rules. Spoken SQuAD: A Study of Mitigating the Impact of Speech Recognition Errors on Listening Comprehension. A Fast Proximal Point Method for Computing Exact Wasserstein Distance. Graph Convolutional Networks for Text Classification. Efficient Neural Netw …

Paper Group AWR 42

October 21, 2019

Soft-PHOC Descriptor for End-to-End Word Spotting in Egocentric Scene Images. Deep Cascade Multi-task Learning for Slot Filling in Online Shopping Assistant. Improved Sample Complexity for Stochastic Compositional Variance Reduced Gradient. Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems. Attentive Sequence to Se …

Paper Group AWR 46

October 21, 2019

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing. 3D-PhysNet: Learning the Intuitive Physics of Non-Rigid Object Deformations. Synthetic Occlusion Augmentation with Volumetric Heatmaps for the 2018 ECCV PoseTrack Challenge on 3D Human Pose Estimation. ShuffleSeg: Real-time Semantic Segmentation Network. Generative Prob …

Paper Group AWR 47

October 21, 2019

Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. Weakly Supervised Object Detection in Artworks. Certified Adversarial Robustness with Additive Noise. CubeSLAM: Monocular 3D Object SLAM. Unsupervised Alignment of Embeddings with Wasserstein Procrustes. Perfect Match: A Simple Method for Learning Representations For …

Paper Group AWR 5

October 21, 2019

Object-centric Auto-encoders and Dummy Anomalies for Abnormal Event Detection in Video. Detecting Visual Relationships Using Box Attention. Copula Variational Bayes inference via information geometry. Network Traffic Anomaly Detection Using Recurrent Neural Networks. Learning Discriminative 3D Shape Representations by View Discerning Networks. Cont …

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 59

October 21, 2019

Attention, Learn to Solve Routing Problems!. MAN: Moment Alignment Network for Natural Language Moment Retrieval via Iterative Graph Adjustment. Graph-based Filtering of Out-of-Vocabulary Words for Encoder-Decoder Models. SubGram: Extending Skip-gram Word Representation with Substrings. Inverse Problems in Asteroseismology. Scalable Factorized Hier …

Paper Group AWR 61

October 21, 2019

Stochastic Attraction-Repulsion Embedding for Large Scale Image Localization. Accurate, Efficient and Scalable Graph Embedding. Torchbearer: A Model Fitting Library for PyTorch. DEMorphy, German Language Morphological Analyzer. C3: Concentrated-Comprehensive Convolution and its application to semantic segmentation. The TUM VI Benchmark for Evaluati …

Paper Group AWR 63

October 21, 2019

Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution. Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package. Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector. Improving Whole Slide Segmentation Through Visual Context - A Systematic St …

Paper Group AWR 65

October 21, 2019

3D-SIS: 3D Semantic Instance Segmentation of RGB-D Scans. End-to-end Multimodal Emotion and Gender Recognition with Dynamic Joint Loss Weights. Two-Player Games for Efficient Non-Convex Constrained Optimization. Automatic Article Commenting: the Task and Dataset. Conditional Generators of Words Definitions. SOLAR: Deep Structured Representations fo …

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 AWR 7

October 21, 2019

Learning Multiplication-free Linear Transformations. iCAN: Instance-Centric Attention Network for Human-Object Interaction Detection. URSA: A Neural Network for Unordered Point Clouds Using Constellations. Learning Permutations with Sinkhorn Policy Gradient. Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Netwo …

Paper Group AWR 71

October 21, 2019

Scaling Gaussian Process Regression with Derivatives. Where are we now? A large benchmark study of recent symbolic regression methods. Fast Randomized PCA for Sparse Data. Evading classifiers in discrete domains with provable optimality guarantees. Parser Extraction of Triples in Unstructured Text. Beyond Word Importance: Contextual Decomposition t …

Paper Group AWR 72

October 21, 2019

Deep Clustering for Unsupervised Learning of Visual Features. The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds. Improving Entity Linking by Modeling Latent Relations between Mentions. Neural Network Quine. MIZAN: …

Paper Group AWR 73

October 21, 2019

Fast Best Subset Selection: Coordinate Descent and Local Combinatorial Optimization Algorithms. Distilling Knowledge for Search-based Structured Prediction. Fast High-Dimensional Bilateral and Nonlocal Means Filtering. Gradient descent revisited via an adaptive online learning rate. Data-Efficient Hierarchical Reinforcement Learning. Improving Opti …

Paper Group AWR 75

October 21, 2019

EMI: Exploration with Mutual Information. Hierarchical Methods of Moments. Classification from Pairwise Similarity and Unlabeled Data. A tutorial on Particle Swarm Optimization Clustering. Exploiting Unintended Feature Leakage in Collaborative Learning. Road Damage Detection And Classification In Smartphone Captured Images Using Mask R-CNN. Multimo …

Paper Group AWR 78

October 21, 2019

Understanding Convolutional Neural Networks for Text Classification. Linguistically-Informed Self-Attention for Semantic Role Labeling. End-to-End Argument Mining for Discussion Threads Based on Parallel Constrained Pointer Architecture. Boosting Trust Region Policy Optimization by Normalizing Flows Policy. Inferring Complementary Products from Bas …

Paper Group AWR 85

October 21, 2019

Maximizing acquisition functions for Bayesian optimization. MnasNet: Platform-Aware Neural Architecture Search for Mobile. Learning Word Vectors for 157 Languages. Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction. ESPNetv2: A Light-weight, Power Efficient, and General Purpose Convolutional Neural Network. Eval …

Paper Group AWR 86

October 21, 2019

ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing. Learning Speaker Representations with Mutual Information. Efficient, Certifiably Optimal Clustering with Applications to Latent Variable Graphical Models. A Survey of Learning Causality with Data: Problems and Methods. SADA: Semantic Adversarial Diagnostic Attacks fo …