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474,278 papers248,326 code links4,818 tasks

Papers

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Showing 14401–14450 of 474278 papers

Title	Date	Tasks	Status	Hype
SDCNet: Video Prediction Using Spatially-Displaced Convolution	Nov 2, 2018	Optical Flow EstimationPrediction	CodeCode Available	2
AutoInt: Automatic Feature Interaction Learning via Self-Attentive Neural Networks	Oct 29, 2018	Click-Through Rate PredictionRecommendation Systems	CodeCode Available	2
LPCNet: Improving Neural Speech Synthesis Through Linear Prediction	Oct 28, 2018	PredictionSpeech Synthesis	CodeCode Available	2
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning	Oct 18, 2018	Grounded language learning	CodeCode Available	2
VoiceFilter: Targeted Voice Separation by Speaker-Conditioned Spectrogram Masking	Oct 11, 2018	Speaker RecognitionSpeaker Separation	CodeCode Available	2
Multi-Task Learning as Multi-Objective Optimization	Oct 10, 2018	Depth EstimationGeneral Classification	CodeCode Available	2
FD-GAN: Pose-guided Feature Distilling GAN for Robust Person Re-identification	Oct 6, 2018	Generative Adversarial NetworkPerson Re-Identification	CodeCode Available	2
SECOND: Sparsely Embedded Convolutional Detection	Oct 6, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
Recurrent Transition Networks for Character Locomotion	Oct 4, 2018	Super-Resolution	CodeCode Available	2
Riemannian Adaptive Optimization Methods	Oct 1, 2018	Riemannian optimizationStochastic Optimization	CodeCode Available	2
Generative replay with feedback connections as a general strategy for continual learning	Sep 27, 2018	Continual LearningLifelong learning	CodeCode Available	2
Hypergraph Neural Networks	Sep 25, 2018	Object RecognitionRepresentation Learning	CodeCode Available	2
Spider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task	Sep 24, 2018	Semantic ParsingText to SQL	CodeCode Available	2
Neural Speech Synthesis with Transformer Network	Sep 19, 2018	DecoderMachine Translation	CodeCode Available	2
Generative Adversarial Network in Medical Imaging: A Review	Sep 19, 2018	Data AugmentationDomain Adaptation	CodeCode Available	2
Deep learning for time series classification: a review	Sep 12, 2018	Deep LearningGeneral Classification	CodeCode Available	2
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation	Sep 4, 2018	Machine TranslationText Generation	CodeCode Available	2
OCNet: Object Context Network for Scene Parsing	Sep 4, 2018	ObjectRelation	CodeCode Available	2
Differentiable Image Parameterizations	Jul 25, 2018	Image Generation	CodeCode Available	2
Visual Reinforcement Learning with Imagined Goals	Jul 12, 2018	reinforcement-learningReinforcement Learning	CodeCode Available	2
Image Super-Resolution Using Very Deep Residual Channel Attention Networks	Jul 8, 2018	Image Super-ResolutionSuper-Resolution	CodeCode Available	2
3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data	Jul 6, 2018	General Classification	CodeCode Available	2
Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network	Jun 24, 2018		CodeCode Available	2
Cell Detection with Star-convex Polygons	Jun 9, 2018	Cell DetectionCell Segmentation	CodeCode Available	2
Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models	May 30, 2018	Deep Reinforcement LearningModel-based Reinforcement Learning	CodeCode Available	2
PyCM: Multiclass confusion matrix library in Python	May 29, 2018	General Classification	CodeCode Available	2
SNIPER: Efficient Multi-Scale Training	May 23, 2018	GPUimage-classification	CodeCode Available	2
Optimal Transport for structured data with application on graphs	May 23, 2018	ClusteringGraph Classification	CodeCode Available	2
geomstats: a Python Package for Riemannian Geometry in Machine Learning	May 21, 2018	BIG-bench Machine LearningGPU	CodeCode Available	2
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation	Apr 26, 2018	Machine TranslationTranslation	CodeCode Available	2
Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation	Apr 25, 2018	Music Generation	CodeCode Available	2
Fast inference of deep neural networks in FPGAs for particle physics	Apr 16, 2018	BIG-bench Machine LearningHigh-Level Synthesis	CodeCode Available	2
Face Alignment in Full Pose Range: A 3D Total Solution	Apr 2, 2018	3D Pose EstimationDepth Image Estimation	CodeCode Available	2
Context Encoding for Semantic Segmentation	Mar 23, 2018	image-classificationImage Classification	CodeCode Available	2
Complex-YOLO: Real-time 3D Object Detection on Point Clouds	Mar 16, 2018	3D Object DetectionAutonomous Driving	CodeCode Available	2
Accelerated Methods for Deep Reinforcement Learning	Mar 7, 2018	Atari GamesDeep Reinforcement Learning	CodeCode Available	2
YAKE! Keyword extraction from single documents using multiple local features	Mar 1, 2018	Keyword ExtractionNatural Language Understanding	CodeCode Available	2
Efficient Neural Audio Synthesis	Feb 23, 2018	Audio SynthesisCPU	CodeCode Available	2
Tensor field networks: Rotation- and translation-equivariant neural networks for 3D point clouds	Feb 22, 2018	Data AugmentationTranslation	CodeCode Available	2
Actions Speak Louder Than Goals: Valuing Player Actions in Soccer	Feb 18, 2018	Football Action Valuation	CodeCode Available	2
Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding	Feb 13, 2018	Anomaly Detection	CodeCode Available	2
Attention-based Deep Multiple Instance Learning	Feb 13, 2018	Aerial Scene ClassificationMultiple Instance Learning	CodeCode Available	2
Unsupervised Anomaly Detection via Variational Auto-Encoder for Seasonal KPIs in Web Applications	Feb 12, 2018	Anomaly DetectionUnsupervised Anomaly Detection	CodeCode Available	2
AMC: AutoML for Model Compression and Acceleration on Mobile Devices	Feb 10, 2018	AutoMLGPU	CodeCode Available	2
DeepDTA: Deep Drug-Target Binding Affinity Prediction	Jan 30, 2018	Binary ClassificationDrug Discovery	CodeCode Available	2
Training RNNs as Fast as CNNs	Jan 1, 2018	General ClassificationLanguage Modeling	CodeCode Available	2
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models	Dec 12, 2017	BIG-bench Machine Learning	CodeCode Available	2
DeePMD-kit: A deep learning package for many-body potential energy representation and molecular dynamics	Dec 11, 2017	Deep Learning	CodeCode Available	2
Pose-Normalized Image Generation for Person Re-identification	Dec 6, 2017	Generative Adversarial NetworkImage Generation	CodeCode Available	2
R-FCN-3000 at 30fps: Decoupling Detection and Classification	Dec 5, 2017	ClassificationGeneral Classification	CodeCode Available	2