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300 canonical paper links on this archive page.

  1. 3D Context Enhanced Region-based Convolutional Neural Network for End-to-End Lesion Detection
    arxiv-1806.09648 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  2. Variational Autoencoder with Arbitrary Conditioning
    arxiv-1806.02382 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  3. RedNet: Residual Encoder-Decoder Network for indoor RGB-D Semantic Segmentation
    arxiv-1806.01054 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  4. Relational inductive biases, deep learning, and graph networks
    arxiv-1806.01261 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  5. Manifold Mixup: Better Representations by Interpolating Hidden States
    arxiv-1806.05236 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  6. Interpretable Almost Matching Exactly for Causal Inference
    arxiv-1806.06802 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  7. Jun 1, 2018
  8. Examples violating Golyshev's canonical strip hypotheses
    arxiv-1806.07648 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  9. Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation
    arxiv-1806.07377 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  10. Implementing Convex Optimization in R: Two Econometric Examples
    arxiv-1806.10423 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  11. Content-based Video Relevance Prediction Challenge: Data, Protocol, and Baseline
    arxiv-1806.00737 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  12. An empirical study on evaluation metrics of generative adversarial networks
    arxiv-1806.07755 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  13. Shape Robust Text Detection with Progressive Scale Expansion Network
    arxiv-1806.02559 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  14. Scaling Neural Machine Translation
    arxiv-1806.00187 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  15. A Probabilistic U-Net for Segmentation of Ambiguous Images
    arxiv-1806.05034 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  16. Fast and Accurate Online Video Object Segmentation via Tracking Parts
    arxiv-1806.02323 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  17. Layer rotation: a surprisingly powerful indicator of generalization in deep networks?
    arxiv-1806.01603 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  18. Quaternion Recurrent Neural Networks
    arxiv-1806.04418 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  19. Unsupervised Attention-guided Image to Image Translation
    arxiv-1806.02311 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  20. Know What You Don't Know: Unanswerable Questions for SQuAD
    arxiv-1806.03822 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  21. Hyperspectral Image Dataset for Benchmarking on Salient Object Detection
    arxiv-1806.11314 Direct Thin Ready implementation starting point
    Jun 1, 2018
  22. Allpix$^2$: A Modular Simulation Framework for Silicon Detectors
    arxiv-1806.05813 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  23. Exploring the Semantic Content of Unsupervised Graph Embeddings: An Empirical Study
    arxiv-1806.07464 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  24. Infrared and Visible Image Fusion with ResNet and zero-phase component analysis
    arxiv-1806.07119 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  25. RUDDER: Return Decomposition for Delayed Rewards
    arxiv-1806.07857 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  26. BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
    arxiv-1806.02964 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  27. Probabilistic Inference Using Generators - The Statues Algorithm
    arxiv-1806.09997 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  28. Rotation Equivariant CNNs for Digital Pathology
    arxiv-1806.03962 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  29. One-Shot Unsupervised Cross Domain Translation
    arxiv-1806.06029 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  30. On Adversarial Examples for Character-Level Neural Machine Translation
    arxiv-1806.09030 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  31. Hierarchical Graph Clustering using Node Pair Sampling
    arxiv-1806.01664 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  32. Boosting Adversarial Attacks with Momentum
    doi-10.1109_cvpr.2018.00957 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  33. Deep Reinforcement Learning for General Video Game AI
    arxiv-1806.02448 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  34. Wave-U-Net: A Multi-Scale Neural Network for End-to-End Audio Source Separation
    arxiv-1806.03185 Sparse Thin Ready implementation starting point
    Jun 1, 2018
  35. Fast Symbolic 3D Registration Solution
    arxiv-1805.08703 Sparse Thin Ready implementation starting point
    May 12, 2018
  36. A Light CNN for Deep Face Representation With Noisy Labels
    doi-10.1109_tifs.2018.2833032 Sparse Thin Ready implementation starting point
    May 3, 2018
  37. Modeling Diverse Relevance Patterns in Ad-hoc Retrieval
    arxiv-1805.05737 Sparse Thin Ready implementation starting point
    May 1, 2018
  38. Morphological analysis using a sequence decoder
    arxiv-1805.07946 Sparse Thin Ready implementation starting point
    May 1, 2018
  39. A Comprehensive Study of Automatic Program Repair on the QuixBugs Benchmark
    arxiv-1805.03454 Direct Thin Ready implementation starting point
    May 1, 2018
  40. Textual Membership Queries
    arxiv-1805.04609 Sparse Thin Ready implementation starting point
    May 1, 2018
  41. Haplotype-aware graph indexes
    arxiv-1805.03834 Direct Thin Ready implementation starting point
    May 1, 2018
  42. Self-Attention Generative Adversarial Networks
    arxiv-1805.08318 Sparse Thin Ready implementation starting point
    May 1, 2018
  43. Visual Representations for Semantic Target Driven Navigation
    arxiv-1805.06066 Direct Thin Ready implementation starting point
    May 1, 2018
  44. Sequential Neural Likelihood: Fast Likelihood-free Inference with Autoregressive Flows
    arxiv-1805.07226 Sparse Thin Ready implementation starting point
    May 1, 2018
  45. Bilinear Attention Networks
    arxiv-1805.07932 Sparse Thin Ready implementation starting point
    May 1, 2018
  46. Deep Generative Markov State Models
    arxiv-1805.07601 Sparse Thin Ready implementation starting point
    May 1, 2018
  47. A percent-level determination of the nucleon axial coupling from Quantum Chromodynamics
    arxiv-1805.12130 Sparse Thin Ready implementation starting point
    May 1, 2018
  48. Mining gold from implicit models to improve likelihood-free inference
    arxiv-1805.12244 Sparse Thin Ready implementation starting point
    May 1, 2018
  49. GANomaly: Semi-Supervised Anomaly Detection via Adversarial Training
    arxiv-1805.06725 Sparse Thin Ready implementation starting point
    May 1, 2018
  50. A Universal Music Translation Network
    arxiv-1805.07848 Sparse Thin Ready implementation starting point
    May 1, 2018
  51. MOABB: Trustworthy algorithm benchmarking for BCIs
    arxiv-1805.06427 Direct Thin Ready implementation starting point
    May 1, 2018
  52. Split and Rephrase: Better Evaluation and a Stronger Baseline
    arxiv-1805.01035 Sparse Thin Ready implementation starting point
    May 1, 2018
  53. AutoAugment: Learning Augmentation Policies from Data
    arxiv-1805.09501 Direct Thin Ready implementation starting point
    May 1, 2018
  54. May 1, 2018
  55. Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together
    arxiv-1805.00912 Sparse Thin Ready implementation starting point
    May 1, 2018
  56. Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
    arxiv-1805.12114 Sparse Thin Ready implementation starting point
    May 1, 2018
  57. OpenNMT: Neural Machine Translation Toolkit
    arxiv-1805.11462 Direct Thin Ready implementation starting point
    May 1, 2018
  58. Convolutional Embedded Networks for Population Scale Clustering and Bio-ancestry Inferencing
    arxiv-1805.12218 Sparse Thin Ready implementation starting point
    May 1, 2018
  59. COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval
    arxiv-1805.08661 Direct Thin Ready implementation starting point
    May 1, 2018
  60. Zero-Shot Dialog Generation with Cross-Domain Latent Actions
    arxiv-1805.04803 Sparse Thin Ready implementation starting point
    May 1, 2018
  61. A Chaos Engineering System for Live Analysis and Falsification of Exception-handling in the JVM
    arxiv-1805.05246 Sparse Thin Ready implementation starting point
    May 1, 2018
  62. May 1, 2018
  63. May 1, 2018
  64. Interpretable Adversarial Perturbation in Input Embedding Space for Text
    arxiv-1805.02917 Sparse Thin Ready implementation starting point
    May 1, 2018
  65. Live Functional Programming with Typed Holes
    arxiv-1805.00155 Direct Thin Ready implementation starting point
    May 1, 2018
  66. MolGAN: An implicit generative model for small molecular graphs
    arxiv-1805.11973 Sparse Thin Ready implementation starting point
    May 1, 2018
  67. Extraction and Analysis of Dynamic Conversational Networks from TV Series
    arxiv-1805.06782 Sparse Thin Ready implementation starting point
    May 1, 2018
  68. DeepDIVA: A Highly-Functional Python Framework for Reproducible Experiments
    arxiv-1805.00329 Sparse Thin Ready implementation starting point
    May 1, 2018
  69. Masked Conditional Neural Networks for Environmental Sound Classification
    arxiv-1805.10004 Sparse Thin Ready implementation starting point
    May 1, 2018
  70. Revisiting Temporal Modeling for Video-based Person ReID
    arxiv-1805.02104 Sparse Thin Ready implementation starting point
    May 1, 2018
  71. Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination
    arxiv-1805.01978 Sparse Thin Ready implementation starting point
    May 1, 2018
  72. Personal Volunteer Computing
    arxiv-1804.01482 Sparse Thin Ready implementation starting point
    Apr 4, 2018
  73. Apr 4, 2018
  74. Apr 4, 2018
  75. Hyperspherical Variational Auto-Encoders
    arxiv-1804.00891 Sparse Thin Ready implementation starting point
    Apr 3, 2018
  76. Hyperspherical Variational Auto-Encoders
    doi-10.48550_arxiv.1804.00891 Sparse Thin Ready implementation starting point
    Apr 3, 2018
  77. ECO: Efficient Convolutional Network for Online Video Understanding
    arxiv-1804.09066 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  78. Rényi generalization of the operational entanglement entropy
    arxiv-1804.01114 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  79. The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
    arxiv-1804.09849 Direct Thin Ready implementation starting point
    Apr 1, 2018
  80. Universal Dependency Parsing for Hindi-English Code-switching
    arxiv-1804.05868 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  81. Learning a Text-Video Embedding from Incomplete and Heterogeneous Data
    arxiv-1804.02516 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  82. Fine-grained Activity Recognition in Baseball Videos
    arxiv-1804.03247 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  83. EMBER: An Open Dataset for Training Static PE Malware Machine Learning Models
    arxiv-1804.04637 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  84. Apr 1, 2018
  85. Validating Bayesian Inference Algorithms with Simulation-Based Calibration
    arxiv-1804.06788 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  86. Stochastic Adversarial Video Prediction
    arxiv-1804.01523 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  87. Apr 1, 2018
  88. Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs
    arxiv-1804.11242 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  89. Meta-Learning Update Rules for Unsupervised Representation Learning
    arxiv-1804.00222 Direct Thin Ready implementation starting point
    Apr 1, 2018
  90. Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images
    arxiv-1804.05287 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  91. Diagnostic Tests for Nested Sampling Calculations
    arxiv-1804.06406 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  92. PointNetVLAD: Deep Point Cloud Based Retrieval for Large-Scale Place Recognition
    arxiv-1804.03492 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  93. Ransomware Payments in the Bitcoin Ecosystem
    arxiv-1804.04080 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  94. CompNet: Complementary Segmentation Network for Brain MRI Extraction
    arxiv-1804.00521 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  95. Marian: Fast Neural Machine Translation in C++
    arxiv-1804.00344 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  96. Attention U-Net: Learning Where to Look for the Pancreas
    arxiv-1804.03999 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  97. Apr 1, 2018
  98. Training Tips for the Transformer Model
    arxiv-1804.00247 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  99. Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
    arxiv-1804.09170 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  100. Infrared and Visible Image Fusion using a Deep Learning Framework
    arxiv-1804.06992 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  101. Real-world Noisy Image Denoising: A New Benchmark
    arxiv-1804.02603 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  102. Simple Baselines for Human Pose Estimation and Tracking
    arxiv-1804.06208 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  103. MontePython 3: boosted MCMC sampler and other features
    arxiv-1804.07261 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  104. Apr 1, 2018
  105. Sampling strategies in Siamese Networks for unsupervised speech representation learning
    arxiv-1804.11297 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  106. DenseFuse: A Fusion Approach to Infrared and Visible Images
    arxiv-1804.08361 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  107. Apr 1, 2018
  108. Style Transfer Through Back-Translation
    arxiv-1804.09000 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  109. Phrase-Based & Neural Unsupervised Machine Translation
    arxiv-1804.07755 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  110. A Theory of Statistical Inference for Ensuring the Robustness of Scientific Results
    arxiv-1804.08646 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  111. Fast Counting in Machine Learning Applications
    arxiv-1804.04640 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  112. Image Inpainting for Irregular Holes Using Partial Convolutions
    arxiv-1804.07723 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  113. Apr 1, 2018
  114. Multi-focus Noisy Image Fusion using Low-Rank Representation
    arxiv-1804.09325 Sparse Thin Ready implementation starting point
    Apr 1, 2018
  115. Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions
    arxiv-1803.09926 Sparse Thin Ready implementation starting point
    Mar 27, 2018
  116. Attention, Learn to Solve Routing Problems!
    arxiv-1803.08475 Sparse Thin Ready implementation starting point
    Mar 22, 2018
  117. Synthesizing Neural Network Controllers with Probabilistic Model based Reinforcement Learning
    arxiv-1803.02291 Sparse Thin Ready implementation starting point
    Mar 6, 2018
  118. Accelerating a fluvial incision and landscape evolution model with parallelism
    arxiv-1803.02977 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  119. SqueezeNext: Hardware-Aware Neural Network Design
    arxiv-1803.10615 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  120. Improved and Scalable Online Learning of Spatial Concepts and Language Models with Mapping
    arxiv-1803.03481 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  121. Mar 1, 2018
  122. Sparse Adversarial Perturbations for Videos
    arxiv-1803.02536 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  123. Fractal AI: A fragile theory of intelligence
    arxiv-1803.05049 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  124. A high-bias, low-variance introduction to Machine Learning for physicists
    arxiv-1803.08823 Direct Thin Ready implementation starting point
    Mar 1, 2018
  125. ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
    arxiv-1803.06815 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  126. PyramidBox: A Context-assisted Single Shot Face Detector
    arxiv-1803.07737 Direct Thin Ready implementation starting point
    Mar 1, 2018
  127. Tensor2Tensor for Neural Machine Translation
    arxiv-1803.07416 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  128. Learning to Reweight Examples for Robust Deep Learning
    arxiv-1803.09050 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  129. Mar 1, 2018
  130. Learning Type-Aware Embeddings for Fashion Compatibility
    arxiv-1803.09196 Direct Thin Ready implementation starting point
    Mar 1, 2018
  131. prDeep: Robust Phase Retrieval with a Flexible Deep Network
    arxiv-1803.00212 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  132. Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN
    arxiv-1803.04831 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  133. Achieving Human Parity on Automatic Chinese to English News Translation
    arxiv-1803.05567 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  134. An Analysis of Neural Language Modeling at Multiple Scales
    arxiv-1803.08240 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  135. ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
    arxiv-1803.01837 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  136. Predicting Gaze in Egocentric Video by Learning Task-dependent Attention Transition
    arxiv-1803.09125 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  137. DEMorphy, German Language Morphological Analyzer
    arxiv-1803.00902 Direct Thin Ready implementation starting point
    Mar 1, 2018
  138. Self-Attention with Relative Position Representations
    arxiv-1803.02155 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  139. Large Margin Deep Networks for Classification
    arxiv-1803.05598 Direct Thin Ready implementation starting point
    Mar 1, 2018
  140. FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors
    arxiv-1803.07487 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  141. Image Colorization with Generative Adversarial Networks
    arxiv-1803.05400 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  142. Pando: a Volunteer Computing Platform for the Web
    arxiv-1803.08426 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  143. Simple random search provides a competitive approach to reinforcement learning
    arxiv-1803.07055 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  144. code2vec: Learning Distributed Representations of Code
    arxiv-1803.09473 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  145. SentEval: An Evaluation Toolkit for Universal Sentence Representations
    arxiv-1803.05449 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  146. Supervised learning of time-independent Hamiltonians for gate design
    arxiv-1803.07119 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  147. On First-Order Meta-Learning Algorithms
    arxiv-1803.02999 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  148. Pose2Seg: Detection Free Human Instance Segmentation
    arxiv-1803.10683 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  149. RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems
    arxiv-1803.03467 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  150. Mar 1, 2018
  151. Noise2Noise: Learning Image Restoration without Clean Data
    arxiv-1803.04189 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  152. Global Convergence of Block Coordinate Descent in Deep Learning
    arxiv-1803.00225 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  153. Some Considerations on Learning to Explore via Meta-Reinforcement Learning
    arxiv-1803.01118 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  154. Averaging Weights Leads to Wider Optima and Better Generalization
    arxiv-1803.05407 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  155. An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling
    arxiv-1803.01271 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  156. Path Aggregation Network for Instance Segmentation
    arxiv-1803.01534 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  157. Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks
    arxiv-1803.10892 Sparse Thin Ready implementation starting point
    Mar 1, 2018
  158. HybridSVD: When Collaborative Information is Not Enough
    arxiv-1802.06398 Direct Thin Ready implementation starting point
    Feb 18, 2018
  159. cGANs with Projection Discriminator
    arxiv-1802.05637 Sparse Thin Ready implementation starting point
    Feb 15, 2018
  160. nflWAR: A Reproducible Method for Offensive Player Evaluation in Football
    arxiv-1802.00998 Sparse Thin Ready implementation starting point
    Feb 3, 2018
  161. Stochastic Video Generation with a Learned Prior
    arxiv-1802.07687 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  162. Variational Autoencoders for Collaborative Filtering
    arxiv-1802.05814 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  163. Bayesian Uncertainty Estimation for Batch Normalized Deep Networks
    arxiv-1802.06455 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  164. Generalization in Machine Learning via Analytical Learning Theory
    arxiv-1802.07426 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  165. Scalable Private Learning with PATE
    arxiv-1802.08908 Direct Thin Ready implementation starting point
    Feb 1, 2018
  166. Spectral Normalization for Generative Adversarial Networks
    arxiv-1802.05957 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  167. Benchmarking Framework for Performance-Evaluation of Causal Inference Analysis
    arxiv-1802.05046 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  168. Evaluating and Tuning n-fold Integer Programming
    arxiv-1802.09007 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  169. Training Deep Face Recognition Systems with Synthetic Data
    arxiv-1802.05891 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  170. SCARLET: Source separation in multi-band images by Constrained Matrix Factorization
    arxiv-1802.10157 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  171. Robust Target-relative Localization with Ultra-Wideband Ranging and Communication
    arxiv-1802.08953 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  172. Adversarial Learning for Semi-Supervised Semantic Segmentation
    arxiv-1802.07934 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  173. Loss Surfaces, Mode Connectivity, and Fast Ensembling of DNNs
    arxiv-1802.10026 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  174. Ad Hoc Table Retrieval using Semantic Similarity
    arxiv-1802.06159 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  175. Learning to Adapt Structured Output Space for Semantic Segmentation
    arxiv-1802.10349 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  176. Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation
    arxiv-1802.09987 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  177. Evaluating Scoped Meaning Representations
    arxiv-1802.08599 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  178. Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding
    arxiv-1802.04431 Direct Thin Ready implementation starting point
    Feb 1, 2018
  179. Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation
    arxiv-1802.02611 Direct Thin Ready implementation starting point
    Feb 1, 2018
  180. Feb 1, 2018
  181. The Weighted Kendall and High-order Kernels for Permutations
    arxiv-1802.08526 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  182. Feb 1, 2018
  183. Link Prediction Based on Graph Neural Networks
    arxiv-1802.09691 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  184. Deep Online Video Stabilization
    arxiv-1802.08091 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  185. AMC: AutoML for Model Compression and Acceleration on Mobile Devices
    arxiv-1802.03494 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  186. Residual Dense Network for Image Super-Resolution
    arxiv-1802.08797 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  187. Addressing Function Approximation Error in Actor-Critic Methods
    arxiv-1802.09477 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  188. Feb 1, 2018
  189. Reinforcement Learning on Web Interfaces Using Workflow-Guided Exploration
    arxiv-1802.08802 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  190. A Closed-form Solution to Photorealistic Image Stylization
    arxiv-1802.06474 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  191. Efficient GAN-Based Anomaly Detection
    arxiv-1802.06222 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  192. Horovod: fast and easy distributed deep learning in TensorFlow
    arxiv-1802.05799 Sparse Thin Ready implementation starting point
    Feb 1, 2018
  193. Roaring bitmaps: Implementation of an optimized software library
    doi-10.1002_spe.2560 Sparse Thin Ready implementation starting point
    Jan 15, 2018
  194. Neural Program Synthesis with Priority Queue Training
    arxiv-1801.03526 Direct Thin Ready implementation starting point
    Jan 1, 2018
  195. Additive Margin Softmax for Face Verification
    arxiv-1801.05599 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  196. Non-Adversarial Unsupervised Word Translation
    arxiv-1801.06126 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  197. SCUT-FBP5500: A Diverse Benchmark Dataset for Multi-Paradigm Facial Beauty Prediction
    arxiv-1801.06345 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  198. Universal Language Model Fine-tuning for Text Classification
    arxiv-1801.06146 Direct Thin Ready implementation starting point
    Jan 1, 2018
  199. Generative Image Inpainting with Contextual Attention
    arxiv-1801.07892 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  200. The Unreasonable Effectiveness of Deep Features as a Perceptual Metric
    arxiv-1801.03924 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  201. Jan 1, 2018
  202. Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition
    arxiv-1801.07455 Sparse Thin Ready implementation starting point
    Jan 1, 2018
  203. PointCNN: Convolution On $\mathcal{X}$-Transformed Points
    arxiv-1801.07791 Direct Thin Ready implementation starting point
    Jan 1, 2018
  204. Using simulation studies to evaluate statistical methods
    arxiv-1712.03198 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  205. Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2
    arxiv-1712.03400 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  206. MUDA: A Truthful Multi-Unit Double-Auction Mechanism
    arxiv-1712.06848 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  207. Adversarial Patch
    arxiv-1712.09665 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  208. PacGAN: The power of two samples in generative adversarial networks
    arxiv-1712.04086 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  209. Sockeye: A Toolkit for Neural Machine Translation
    arxiv-1712.05690 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  210. Improving Object Detection from Scratch via Gated Feature Reuse
    arxiv-1712.00886 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  211. Visualizing the Loss Landscape of Neural Nets
    arxiv-1712.09913 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  212. DeepPicar: A Low-cost Deep Neural Network-based Autonomous Car
    arxiv-1712.08644 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  213. Learning Latent Super-Events to Detect Multiple Activities in Videos
    arxiv-1712.01938 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  214. Multi-timescale memory dynamics in a reinforcement learning network with attention-gated memory
    arxiv-1712.10062 Sparse Thin Ready implementation starting point
    Dec 1, 2017
  215. Dec 1, 2017
  216. Nov 1, 2017
  217. Nov 1, 2017
  218. Benchmarking Relief-Based Feature Selection Methods for Bioinformatics Data Mining
    arxiv-1711.08477 Direct Thin Ready implementation starting point
    Nov 1, 2017
  219. Nov 1, 2017
  220. Evaluating Robustness of Neural Networks with Mixed Integer Programming
    arxiv-1711.07356 Direct Thin Ready implementation starting point
    Nov 1, 2017
  221. Camera Style Adaptation for Person Re-identification
    arxiv-1711.10295 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  222. Synthetic and Natural Noise Both Break Neural Machine Translation
    arxiv-1711.02173 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  223. Temporal 3D ConvNets: New Architecture and Transfer Learning for Video Classification
    arxiv-1711.08200 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  224. Deep Neural Networks as Gaussian Processes
    arxiv-1711.00165 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  225. Non-Autoregressive Neural Machine Translation
    arxiv-1711.02281 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  226. Evaluate the Malignancy of Pulmonary Nodules Using the 3D Deep Leaky Noisy-or Network
    arxiv-1711.08324 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  227. Fine-tuning CNN Image Retrieval with No Human Annotation
    arxiv-1711.02512 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  228. Non-local Neural Networks
    arxiv-1711.07971 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  229. DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks
    arxiv-1711.07064 Sparse Thin Ready implementation starting point
    Nov 1, 2017
  230. KERN
    arxiv-1710.09145 Direct Thin Ready implementation starting point
    Oct 25, 2017
  231. Semantic speech retrieval with a visually grounded model of untranscribed speech
    arxiv-1710.01949 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  232. Word Translation Without Parallel Data
    arxiv-1710.04087 Curated Related Thin Ready implementation starting point
    Oct 1, 2017
  233. mixup: Beyond Empirical Risk Minimization
    arxiv-1710.09412 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  234. Indirect Supervision for Relation Extraction using Question-Answer Pairs
    arxiv-1710.11169 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  235. Graph Attention Networks
    arxiv-1710.10903 Curated Related Thin Ready implementation starting point
    Oct 1, 2017
  236. DeepRank: A New Deep Architecture for Relevance Ranking in Information Retrieval
    arxiv-1710.05649 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  237. Probabilistic Count Matrix Factorization for Single Cell Expression Data Analysis
    arxiv-1710.11028 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  238. Real-time Convolutional Neural Networks for Emotion and Gender Classification
    arxiv-1710.07557 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  239. Improving Lexical Choice in Neural Machine Translation
    arxiv-1710.01329 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  240. Learning to diagnose from scratch by exploiting dependencies among labels
    arxiv-1710.10501 Sparse Thin Ready implementation starting point
    Oct 1, 2017
  241. Generalized End-to-End Loss for Speaker Verification
    arxiv-1710.10467 Direct Thin Ready implementation starting point
    Oct 1, 2017
  242. Roaring Bitmaps: Implementation of an Optimized Software Library
    arxiv-1709.07821 Direct Thin Ready implementation starting point
    Sep 22, 2017
  243. Neural Machine Translation
    arxiv-1709.07809 Direct Thin Ready implementation starting point
    Sep 22, 2017
  244. Sep 1, 2017
  245. Predicting Visual Features from Text for Image and Video Caption Retrieval
    arxiv-1709.01362 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  246. Beyond Views: Measuring and Predicting Engagement in Online Videos
    arxiv-1709.02541 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  247. A Benchmark Environment Motivated by Industrial Control Problems
    arxiv-1709.09480 Direct Thin Ready implementation starting point
    Sep 1, 2017
  248. Dynamic Evaluation of Neural Sequence Models
    arxiv-1709.07432 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  249. SegFlow: Joint Learning for Video Object Segmentation and Optical Flow
    arxiv-1709.06750 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  250. A Tutorial on Deep Learning for Music Information Retrieval
    arxiv-1709.04396 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  251. BabelView: Evaluating the Impact of Code Injection Attacks in Mobile Webviews
    arxiv-1709.05690 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  252. Implementation and Evaluation of a Framework to calculate Impact Measures for Wikipedia Authors
    arxiv-1709.01142 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  253. Self-Attentive Residual Decoder for Neural Machine Translation
    arxiv-1709.04849 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  254. Cross-Media Similarity Evaluation for Web Image Retrieval in the Wild
    arxiv-1709.01305 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  255. Evaluating probabilistic forecasts with the R package scoringRules
    arxiv-1709.04743 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  256. Dataset for the First Evaluation on Chinese Machine Reading Comprehension
    arxiv-1709.08299 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  257. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
    arxiv-1709.00103 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  258. Polar Transformer Networks
    arxiv-1709.01889 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  259. EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
    arxiv-1709.00029 Sparse Thin Ready implementation starting point
    Sep 1, 2017
  260. Evaluation Measures for Relevance and Credibility in Ranked Lists
    arxiv-1708.07157 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  261. Towards Semantic Fast-Forward and Stabilized Egocentric Videos
    arxiv-1708.04146 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  262. Neural Vector Spaces for Unsupervised Information Retrieval
    arxiv-1708.02702 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  263. 3D Morphable Models as Spatial Transformer Networks
    arxiv-1708.07199 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  264. Mining fine-grained opinions on closed captions of YouTube videos with an attention-RNN
    arxiv-1708.02420 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  265. Training Deep AutoEncoders for Collaborative Filtering
    arxiv-1708.01715 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  266. Video Frame Interpolation via Adaptive Separable Convolution
    arxiv-1708.01692 Direct Thin Ready implementation starting point
    Aug 1, 2017
  267. Aug 1, 2017
  268. OpenML Benchmarking Suites
    arxiv-1708.03731 Direct Thin Ready implementation starting point
    Aug 1, 2017
  269. Fake News Detection on Social Media: A Data Mining Perspective
    arxiv-1708.01967 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  270. Ghera: A Repository of Android App Vulnerability Benchmarks
    arxiv-1708.02380 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  271. Algorithmic patterns for $\mathcal{H}$-matrices on many-core processors
    arxiv-1708.09707 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  272. Aug 1, 2017
  273. Structure-measure: A New Way to Evaluate Foreground Maps
    arxiv-1708.00786 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  274. Polynomial tuning of multiparametric combinatorial samplers
    arxiv-1708.01212 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  275. Binary Generative Adversarial Networks for Image Retrieval
    arxiv-1708.04150 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  276. Aug 1, 2017
  277. What Actions are Needed for Understanding Human Actions in Videos?
    arxiv-1708.02696 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  278. Aug 1, 2017
  279. Experimental Evaluation of Book Drawing Algorithms
    arxiv-1708.09221 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  280. Learned in Translation: Contextualized Word Vectors
    arxiv-1708.00107 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  281. Attentive Semantic Video Generation using Captions
    arxiv-1708.05980 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  282. Random Erasing Data Augmentation
    arxiv-1708.04896 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  283. The Helsinki Neural Machine Translation System
    arxiv-1708.05942 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  284. Active Learning for Convolutional Neural Networks: A Core-Set Approach
    arxiv-1708.00489 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  285. Benchmark Environments for Multitask Learning in Continuous Domains
    arxiv-1708.04352 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  286. Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control
    arxiv-1708.04133 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  287. Aug 1, 2017
  288. Dynamic Data Selection for Neural Machine Translation
    arxiv-1708.00712 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  289. Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
    arxiv-1708.07149 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  290. Regularizing and Optimizing LSTM Language Models
    arxiv-1708.02182 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  291. Artistic style transfer for videos and spherical images
    arxiv-1708.04538 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  292. Neural Collaborative Filtering
    arxiv-1708.05031 Curated Related Thin Ready implementation starting point
    Aug 1, 2017
  293. Jointly Attentive Spatial-Temporal Pooling Networks for Video-based Person Re-Identification
    arxiv-1708.02286 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  294. Fast-Forward Video Based on Semantic Extraction
    arxiv-1708.04160 Sparse Thin Ready implementation starting point
    Aug 1, 2017
  295. Metrical-accent Aware Vocal Onset Detection in Polyphonic Audio
    arxiv-1707.06163 Sparse Thin Ready implementation starting point
    Jul 19, 2017
  296. Foolbox: A Python toolbox to benchmark the robustness of machine learning models
    arxiv-1707.04131 Direct Thin Ready implementation starting point
    Jul 1, 2017
  297. Jul 1, 2017
  298. Jul 1, 2017
  299. Why We Need New Evaluation Metrics for NLG
    arxiv-1707.06875 Curated Related Thin Ready implementation starting point
    Jul 1, 2017
  300. Convolutional 2D Knowledge Graph Embeddings
    arxiv-1707.01476 Sparse Thin Ready implementation starting point
    Jul 1, 2017
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