Video Classification

Paper Group AWR 100

February 1, 2020

Self-supervised Spatio-temporal Representation Learning for Videos by Predicting Motion and Appearance Statistics. GPU-Accelerated Atari Emulation for Reinforcement Learning. Keyphrase Generation for Scientific Articles using GANs. Towards Open-Domain Named Entity Recognition via Neural Correction Models. Finding Generalizable Evidence by Learning …

Paper Group AWR 104

February 1, 2020

Gated-GAN: Adversarial Gated Networks for Multi-Collection Style Transfer. Attention-aware Multi-stroke Style Transfer. Polyglot Contextual Representations Improve Crosslingual Transfer. Billion-scale semi-supervised learning for image classification. HELP: A Dataset for Identifying Shortcomings of Neural Models in Monotonicity Reasoning. Recommend …

Paper Group AWR 247

February 1, 2020

DA-RefineNet:A Dual Input Whole Slide Image Segmentation Algorithm Based on Attention. Regularizing Neural Networks for Future Trajectory Prediction via Inverse Reinforcement Learning Framework. Graph-Based Object Classification for Neuromorphic Vision Sensing. Tag-based Multi-Span Extraction in Reading Comprehension. Biologically plausible deep le …

Paper Group AWR 279

February 1, 2020

Exploiting temporal consistency for real-time video depth estimation. Unsupervised Single Image Underwater Depth Estimation. Shape Robust Text Detection with Progressive Scale Expansion Network. Segmentation of Roots in Soil with U-Net. Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding Boxes. Human Pose Estimation for Real-W …

Paper Group AWR 326

February 1, 2020

Comyco: Quality-Aware Adaptive Video Streaming via Imitation Learning. Rank-consistent Ordinal Regression for Neural Networks. Learning Spatio-Temporal Representation with Local and Global Diffusion. Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks. An Ensemble of Bayesian Neural Networks for Exoplanetary Atmospheric …

Paper Group ANR 130

January 31, 2020

Robust Unsupervised Audio-visual Speech Enhancement Using a Mixture of Variational Autoencoders. Explicit-risk-aware Path Planning with Reward Maximization. KPTimes: A Large-Scale Dataset for Keyphrase Generation on News Documents. Joint Multi-Domain Learning for Automatic Short Answer Grading. SESF-Fuse: An Unsupervised Deep Model for Multi-Focus …

Paper Group ANR 131

January 31, 2020

Stateful Detection of Black-Box Adversarial Attacks. Quantum Data Fitting Algorithm for Non-sparse Matrices. Loss Switching Fusion with Similarity Search for Video Classification. A Paired Sparse Representation Model for Robust Face Recognition from a Single Sample. Pathologist-Level Grading of Prostate Biopsies with Artificial Intelligence. Bandit …

Paper Group ANR 133

January 31, 2020

Convergence rates for optimised adaptive importance samplers. DAZSL: Dynamic Attributes for Zero-Shot Learning. Visualizing the Invisible: Occluded Vehicle Segmentation and Recovery. Identifying Offensive Posts and Targeted Offense from Twitter. AutoPhase: Compiler Phase-Ordering for High Level Synthesis with Deep Reinforcement Learning. The Semant …

Paper Group AWR 457

January 31, 2020

SinGAN: Learning a Generative Model from a Single Natural Image. Boundary Effect-Aware Visual Tracking for UAV with Online Enhanced Background Learning and Multi-Frame Consensus Verification. The Limited Multi-Label Projection Layer. Kaolin: A PyTorch Library for Accelerating 3D Deep Learning Research. Learning to Regress 3D Face Shape and Expressi …

Paper Group ANR 220

January 30, 2020

Attention is all you need for Videos: Self-attention based Video Summarization using Universal Transformers. Diagnosis of liver disease using computer-assisted imaging techniques: A Review. Annotation-Free Cardiac Vessel Segmentation via Knowledge Transfer from Retinal Images. Stochastic Prototype Embeddings. Metric-Based Few-Shot Learning for Vide …

Paper Group ANR 235

January 30, 2020

Understanding Ancient Coin Images. Rodent: Relevance determination in differential equations. Inverse reinforcement learning conditioned on brain scan. Budgeted Training: Rethinking Deep Neural Network Training Under Resource Constraints. Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation an …

Paper Group ANR 237

January 30, 2020

Textual Adversarial Attack as Combinatorial Optimization. DADI: Dynamic Discovery of Fair Information with Adversarial Reinforcement Learning. Generative Neural Network based Spectrum Sharing using Linear Sum Assignment Problems. Adversarial Learning in Statistical Classification: A Comprehensive Review of Defenses Against Attacks. Data Poisoning a …

Paper Group ANR 356

January 30, 2020

MolecularRNN: Generating realistic molecular graphs with optimized properties. Deep Fitting Degree Scoring Network for Monocular 3D Object Detection. Voice command generation using Progressive Wavegans. A survey on acoustic sensing. Group-Connected Multilayer Perceptron Networks. Contrastive Reasons Detection and Clustering from Online Polarized De …

Paper Group ANR 385

January 30, 2020

Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. Learning-Aided Physical Layer Attacks Against Multicarrier Communications in IoT. Factor Analysis in Fault Diagnostics Using Random Forest. Multi-Branch Tensor Network Structure for Tensor-Train Discriminant Analysis. Semantic Adversarial Network wi …

Paper Group ANR 394

January 30, 2020

5 Parallel Prism: A topology for pipelined implementations of convolutional neural networks using computational memory. A Novel Self-Organizing PID Approach for Controlling Mobile Robot Locomotion. Mirovia: A Benchmarking Suite for Modern Heterogeneous Computing. Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsuper …

Paper Group ANR 426

January 30, 2020

Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks. RBED: Reward Based Epsilon Decay. The Source-Target Domain Mismatch Problem in Machine Translation. Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture. A Deep Generative Model of Speech Complex Spectrograms. Multimodal …

Paper Group ANR 444

January 30, 2020

A General Scoring Rule for Randomized Kernel Approximation with Application to Canonical Correlation Analysis. A Review of Object Detection Models based on Convolutional Neural Network. Hypothesis Testing Interpretations and Renyi Differential Privacy. Cross Attention Network for Semantic Segmentation. DeepLofargram: A Deep Learning based Fluctuati …

Paper Group ANR 464

January 30, 2020

Sampled Softmax with Random Fourier Features. Learning Nearly Decomposable Value Functions Via Communication Minimization. Hide and Speak: Deep Neural Networks for Speech Steganography. Smart Grid Cyber Attacks Detection using Supervised Learning and Heuristic Feature Selection. Interpretations of Deep Learning by Forests and Haar Wavelets. Learnin …

Paper Group ANR 614

January 29, 2020

Risk Bounds for Learning Multiple Components with Permutation-Invariant Losses. Blind Denoising Autoencoder. DynamoNet: Dynamic Action and Motion Network. Automatic Model Selection for Neural Networks. Twitter Sentiment Analysis using Distributed Word and Sentence Representation. Social Attention for Autonomous Decision-Making in Dense Traffic. Top …

Paper Group ANR 646

January 29, 2020

A Deep Reinforcement Learning based Approach to Learning Transferable Proof Guidance Strategies. Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs. Graph Resistance and Learning from Pairwise Comparisons. No Peeking through My Windows: Conserving Privacy in Personal Drones. DEVDAN: Deep Evolving D …

Paper Group ANR 866

January 28, 2020

Novel semi-metrics for multivariate change point analysis and anomaly detection. Fast and deep neuromorphic learning with time-to-first-spike coding. Multi-class Novelty Detection Using Mix-up Technique. Cross-Platform Performance Portability Using Highly Parametrized SYCL Kernels. Hierarchical approach to classify food scenes in egocentric photo-s …

Paper Group ANR 906

January 28, 2020

Optimality of Spectral Clustering for Gaussian Mixture Model. On the connections between algorithmic regularization and penalization for convex losses. Human Activity Recognition Using Visual Object Detection. Fault-Diagnosing SLAM for Varying Scale Change Detection. KBQA: Learning Question Answering over QA Corpora and Knowledge Bases. Competing T …

Paper Group ANR 1128

January 27, 2020

Automatically Generating Macro Research Reports from a Piece of News. PipeMare: Asynchronous Pipeline Parallel DNN Training. Inferring the Optimal Policy using Markov Chain Monte Carlo. Walsh-Hadamard Variational Inference for Bayesian Deep Learning. How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?. LO-Net: Deep …

Paper Group ANR 1173

January 27, 2020

A global approach for learning sparse Ising models. Ensemble Convolutional Neural Networks for Mode Inference in Smartphone Travel Survey. Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances. Enabling Multi-Shell b-Value Generalizability of Data-Driven Diffusion Models with Deep SHORE. Financial Event Extraction Using Wikip …

Paper Group ANR 1228

January 27, 2020

Adaptive surrogate models for parametric studies. Signed Link Prediction with Sparse Data: The Role of Personality Information. AssembleNet: Searching for Multi-Stream Neural Connectivity in Video Architectures. Fault-Tolerant Routing in Hypercube Networks by Avoiding Faulty Nodes. FARSA: Fully Automated Roadway Safety Assessment. Efficient Identif …

Paper Group ANR 1261

January 27, 2020

Residual Pyramid FCN for Robust Follicle Segmentation. A Zero-Shot Learning application in Deep Drawing process using Hyper-Process Model. The Intrinsic Scale of Networks is Small. Convolutional Neural Network-aided Bit-flipping for Belief Propagation Decoding of Polar Codes. Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide …

Paper Group ANR 1343

January 27, 2020

Efficient Structurally-Strengthened Generative Adversarial Network for MRI Reconstruction. Computer aided detection of tuberculosis on chest radiographs: An evaluation of the CAD4TB v6 system. Multi-Agent Deep Reinforcement Learning with Adaptive Policies. SocialIQA: Commonsense Reasoning about Social Interactions. GENN: Predicting Correlated Drug- …

Paper Group ANR 1513

January 26, 2020

Towards Train-Test Consistency for Semi-supervised Temporal Action Localization. Variational Characterizations of Local Entropy and Heat Regularization in Deep Learning. Shared Feelings: Understanding Facebook Reactions to Scholarly Articles. Human Action Recognition with Multi-Laplacian Graph Convolutional Networks. Detecting retail products in si …