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300 canonical paper links on this archive page.

  1. Towards the Systematic Reporting of the Energy and Carbon Footprints of Machine Learning
    arxiv-2002.05651 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  2. Semantic Flow for Fast and Accurate Scene Parsing
    arxiv-2002.10120 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  3. Theoretical Convergence of Multi-Step Model-Agnostic Meta-Learning
    arxiv-2002.07836 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  4. Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic Spaces
    arxiv-2002.12005 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  5. Capsules with Inverted Dot-Product Attention Routing
    arxiv-2002.04764 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  6. Benchmarking Network Embedding Models for Link Prediction: Are We Making Progress?
    arxiv-2002.11522 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  7. WeatherBench: A benchmark dataset for data-driven weather forecasting
    arxiv-2002.00469 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  8. Feb 1, 2020
  9. Variational Bayesian Quantization
    arxiv-2002.08158 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  10. SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models
    arxiv-2002.06652 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  11. Transformer Hawkes Process
    arxiv-2002.09291 Curated Related Thin Ready implementation starting point
    Feb 1, 2020
  12. Addressing Some Limitations of Transformers with Feedback Memory
    arxiv-2002.09402 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  13. BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong Learning
    arxiv-2002.06715 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  14. The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding
    arxiv-2002.07972 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  15. Feb 1, 2020
  16. EndoL2H: Deep Super-Resolution for Capsule Endoscopy
    arxiv-2002.05459 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  17. A Two-Stream Symmetric Network with Bidirectional Ensemble for Aerial Image Matching
    arxiv-2002.01325 Direct Thin Ready implementation starting point
    Feb 1, 2020
  18. How Much Knowledge Can You Pack Into the Parameters of a Language Model?
    arxiv-2002.08910 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  19. Learning to Simulate Complex Physics with Graph Networks
    arxiv-2002.09405 Direct Thin Ready implementation starting point
    Feb 1, 2020
  20. Low Rank Saddle Free Newton: A Scalable Method for Stochastic Nonconvex Optimization
    arxiv-2002.02881 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  21. Feb 1, 2020
  22. Generalized Product Quantization Network for Semi-supervised Image Retrieval
    arxiv-2002.11281 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  23. Selecting time-series hyperparameters with the artificial jackknife
    arxiv-2002.04697 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  24. Molecule Attention Transformer
    arxiv-2002.08264 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  25. University-1652: A Multi-view Multi-source Benchmark for Drone-based Geo-localization
    arxiv-2002.12186 Direct Thin Ready implementation starting point
    Feb 1, 2020
  26. CodeBERT: A Pre-Trained Model for Programming and Natural Languages
    arxiv-2002.08155 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  27. A Simple Framework for Contrastive Learning of Visual Representations
    arxiv-2002.05709 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  28. Revisiting Training Strategies and Generalization Performance in Deep Metric Learning
    arxiv-2002.08473 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  29. Neural Network Compression Framework for fast model inference
    arxiv-2002.08679 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  30. Zooming Slow-Mo: Fast and Accurate One-Stage Space-Time Video Super-Resolution
    arxiv-2002.11616 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  31. Nonlinear classifiers for ranking problems based on kernelized SVM
    arxiv-2002.11436 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  32. Feb 1, 2020
  33. VIFB: A Visible and Infrared Image Fusion Benchmark
    arxiv-2002.03322 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  34. Scalable Second Order Optimization for Deep Learning
    arxiv-2002.09018 Direct Thin Ready implementation starting point
    Feb 1, 2020
  35. Feb 1, 2020
  36. The Tree Ensemble Layer: Differentiability meets Conditional Computation
    arxiv-2002.07772 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  37. GANILLA: Generative Adversarial Networks for Image to Illustration Translation
    arxiv-2002.05638 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  38. Learning in the Frequency Domain
    arxiv-2002.12416 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  39. Scaling Laws for Neural Language Models
    arxiv-2001.08361 Sparse Thin Ready implementation starting point
    Jan 23, 2020
  40. Universal Differential Equations for Scientific Machine Learning
    arxiv-2001.04385 Direct Thin Ready implementation starting point
    Jan 13, 2020
  41. The LDBC Social Network Benchmark
    arxiv-2001.02299 Sparse Thin Ready implementation starting point
    Jan 7, 2020
  42. Restricting the Flow: Information Bottlenecks for Attribution
    arxiv-2001.00396 Sparse Thin Ready implementation starting point
    Jan 2, 2020
  43. NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
    arxiv-2001.00326 Sparse Thin Ready implementation starting point
    Jan 2, 2020
  44. NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
    doi-10.48550_arxiv.2001.00326 Sparse Thin Ready implementation starting point
    Jan 2, 2020
  45. TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval
    arxiv-2001.09099 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  46. Identifying Historical Travelogues in Large Text Corpora Using Machine Learning
    arxiv-2001.01673 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  47. Jan 1, 2020
  48. CLUENER2020: Fine-grained Named Entity Recognition Dataset and Benchmark for Chinese
    arxiv-2001.04351 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  49. Paraphrase Generation with Latent Bag of Words
    arxiv-2001.01941 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  50. Jan 1, 2020
  51. PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
    doi-10.1109_taslp.2020.3030497 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  52. Zero-Reference Deep Curve Estimation for Low-Light Image Enhancement
    arxiv-2001.06826 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  53. Jan 1, 2020
  54. Audiovisual SlowFast Networks for Video Recognition
    arxiv-2001.08740 Direct Thin Ready implementation starting point
    Jan 1, 2020
  55. NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization
    arxiv-2001.03360 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  56. Deep Learning for Free-Hand Sketch: A Survey
    arxiv-2001.02600 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  57. A Fixation-based 360° Benchmark Dataset for Salient Object Detection
    arxiv-2001.07960 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  58. EnsVAE: Ensemble Variational Autoencoders for Recommendations
    doi-10.1109_access.2020.3030693 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  59. Reformer: The Efficient Transformer
    arxiv-2001.04451 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  60. Multilingual Denoising Pre-training for Neural Machine Translation
    arxiv-2001.08210 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  61. Segmentation and Generation of Magnetic Resonance Images by Deep Neural Networks
    arxiv-2001.05447 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  62. Unsupervised Cross-lingual Representation Learning at Scale
    doi-10.18653_v1_2020.acl-main.747 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  63. ExEm: Expert Embedding using dominating set theory with deep learning approaches
    arxiv-2001.08503 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  64. Gradient Surgery for Multi-Task Learning
    arxiv-2001.06782 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  65. Deep Video Super-Resolution using HR Optical Flow Estimation
    arxiv-2001.02129 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  66. Biorthogonal Greedy Algorithms in Convex Optimization
    arxiv-2001.05530 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  67. Unifying Deep Local and Global Features for Image Search
    arxiv-2001.05027 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  68. Unbiased and Efficient Log-Likelihood Estimation with Inverse Binomial Sampling
    arxiv-2001.03985 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  69. UniPose: Unified Human Pose Estimation in Single Images and Videos
    arxiv-2001.08095 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  70. Jan 1, 2020
  71. Stroke Extraction for Offline Handwritten Mathematical Expression Recognition
    doi-10.1109_access.2020.2984627 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  72. Jan 1, 2020
  73. Evaluating Weakly Supervised Object Localization Methods Right
    arxiv-2001.07437 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  74. Jan 1, 2020
  75. Xor Filters: Faster and Smaller Than Bloom and Cuckoo Filters
    arxiv-1912.08258 Sparse Thin Ready implementation starting point
    Dec 17, 2019
  76. MnasFPN: Learning Latency-aware Pyramid Architecture for Object Detection on Mobile Devices
    arxiv-1912.01106 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  77. Robust Real-time UAV Replanning Using Guided Gradient-based Optimization and Topological Paths
    arxiv-1912.12644 Direct Thin Ready implementation starting point
    Dec 1, 2019
  78. An Annotated Dataset of Coreference in English Literature
    arxiv-1912.01140 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  79. Generative Synthesis of Insurance Datasets
    arxiv-1912.02423 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  80. PANNs: Large-Scale Pretrained Audio Neural Networks for Audio Pattern Recognition
    arxiv-1912.10211 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  81. Dec 1, 2019
  82. Decoupled Attention Network for Text Recognition
    arxiv-1912.10205 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  83. Missing data analysis and imputation via latent Gaussian Markov random fields
    arxiv-1912.10981 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  84. Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling
    arxiv-1912.05134 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  85. SetRank: Learning a Permutation-Invariant Ranking Model for Information Retrieval
    arxiv-1912.05891 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  86. EDA: Enriching Emotional Dialogue Acts using an Ensemble of Neural Annotators
    arxiv-1912.00819 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  87. bertha: Project Skeleton for Scientific Software
    arxiv-1912.01640 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  88. BLiMP: The Benchmark of Linguistic Minimal Pairs for English
    arxiv-1912.00582 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  89. Morse theory for group presentations
    arxiv-1912.00115 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  90. Bregman dynamics, contact transformations and convex optimization
    arxiv-1912.02928 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  91. YOLACT++: Better Real-time Instance Segmentation
    arxiv-1912.06218 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  92. TutorialVQA: Question Answering Dataset for Tutorial Videos
    arxiv-1912.01046 Curated Related Thin Ready implementation starting point
    Dec 1, 2019
  93. VIBE: Video Inference for Human Body Pose and Shape Estimation
    arxiv-1912.05656 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  94. UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
    arxiv-1912.05074 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  95. Side-Aware Boundary Localization for More Precise Object Detection
    arxiv-1912.04260 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  96. Dec 1, 2019
  97. StarGAN v2: Diverse Image Synthesis for Multiple Domains
    arxiv-1912.01865 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  98. Big Transfer (BiT): General Visual Representation Learning
    arxiv-1912.11370 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  99. Meshed-Memory Transformer for Image Captioning
    arxiv-1912.08226 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  100. Libri-Light: A Benchmark for ASR with Limited or No Supervision
    arxiv-1912.07875 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  101. Imitation Learning via Off-Policy Distribution Matching
    arxiv-1912.05032 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  102. Automatic Spanish Translation of the SQuAD Dataset for Multilingual Question Answering
    arxiv-1912.05200 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  103. srlearn: A Python Library for Gradient-Boosted Statistical Relational Models
    arxiv-1912.08198 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  104. LayoutLM: Pre-training of Text and Layout for Document Image Understanding
    arxiv-1912.13318 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  105. Dream to Control: Learning Behaviors by Latent Imagination
    arxiv-1912.01603 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  106. T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack
    arxiv-1912.10375 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  107. A Multigrid Method for Efficiently Training Video Models
    arxiv-1912.00998 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  108. Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset
    arxiv-1912.05008 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  109. Is Big Data Performance Reproducible in Modern Cloud Networks?
    arxiv-1912.09256 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  110. Learning by Cheating
    arxiv-1912.12294 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  111. End-to-End Learning of Visual Representations from Uncurated Instructional Videos
    arxiv-1912.06430 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  112. Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection
    arxiv-1912.11637 Direct Thin Ready implementation starting point
    Dec 1, 2019
  113. Dec 1, 2019
  114. Optimizing the energy consumption of spiking neural networks for neuromorphic applications
    arxiv-1912.01268 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  115. PidginUNMT: Unsupervised Neural Machine Translation from West African Pidgin to English
    arxiv-1912.03444 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  116. PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
    arxiv-1912.08777 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  117. Dec 1, 2019
  118. Performance of regression models as a function of experiment noise
    arxiv-1912.08141 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  119. Gate-Shift Networks for Video Action Recognition
    arxiv-1912.00381 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  120. Dec 1, 2019
  121. Spotting Macro- and Micro-expression Intervals in Long Video Sequences
    arxiv-1912.11985 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  122. CSPNet: A New Backbone that can Enhance Learning Capability of CNN
    arxiv-1911.11929 Sparse Thin Ready implementation starting point
    Nov 27, 2019
  123. Momentum Contrast for Unsupervised Visual Representation Learning
    arxiv-1911.05722 Direct Thin Ready implementation starting point
    Nov 13, 2019
  124. Unsupervised Cross-lingual Representation Learning at Scale
    arxiv-1911.02116 Sparse Thin Ready implementation starting point
    Nov 5, 2019
  125. Nov 1, 2019
  126. Distance-IoU Loss: Faster and Better Learning for Bounding Box Regression
    arxiv-1911.08287 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  127. What Do Compressed Deep Neural Networks Forget?
    arxiv-1911.05248 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  128. CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain
    arxiv-1911.08962 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  129. Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly
    arxiv-1911.03343 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  130. ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems
    arxiv-1911.10641 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  131. RandLA-Net: Efficient Semantic Segmentation of Large-Scale Point Clouds
    arxiv-1911.11236 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  132. Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation
    arxiv-1911.10529 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  133. Gemmini: Enabling Systematic Deep-Learning Architecture Evaluation via Full-Stack Integration
    arxiv-1911.09925 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  134. EfficientDet: Scalable and Efficient Object Detection
    arxiv-1911.09070 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  135. PlantDoc: A Dataset for Visual Plant Disease Detection
    arxiv-1911.10317 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  136. SuperGlue: Learning Feature Matching with Graph Neural Networks
    arxiv-1911.11763 Direct Thin Ready implementation starting point
    Nov 1, 2019
  137. Learning to Copy for Automatic Post-Editing
    arxiv-1911.03627 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  138. Nov 1, 2019
  139. Domain Robustness in Neural Machine Translation
    arxiv-1911.03109 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  140. Parameters Estimation for the Cosmic Microwave Background with Bayesian Neural Networks
    arxiv-1911.08508 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  141. A Re-evaluation of Knowledge Graph Completion Methods
    arxiv-1911.03903 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  142. Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning
    arxiv-1911.06854 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  143. Rethinking Temporal Fusion for Video-based Person Re-identification on Semantic and Time Aspect
    arxiv-1911.12512 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  144. Nov 1, 2019
  145. The Weighted Tsetlin Machine: Compressed Representations with Weighted Clauses
    arxiv-1911.12607 Direct Thin Ready implementation starting point
    Nov 1, 2019
  146. CamemBERT: a Tasty French Language Model
    arxiv-1911.03894 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  147. Nov 1, 2019
  148. GANprintR: Improved Fakes and Evaluation of the State of the Art in Face Manipulation Detection
    arxiv-1911.05351 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  149. Forgetting to learn logic programs
    arxiv-1911.06643 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  150. Generative Models for Effective ML on Private, Decentralized Datasets
    arxiv-1911.06679 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  151. MIMAMO Net: Integrating Micro- and Macro-motion for Video Emotion Recognition
    arxiv-1911.09784 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  152. Learning Hierarchy-Aware Knowledge Graph Embeddings for Link Prediction
    arxiv-1911.09419 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  153. TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection
    arxiv-1911.04118 Direct Thin Ready implementation starting point
    Nov 1, 2019
  154. Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation
    arxiv-1911.08717 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  155. Reconciling Event Structures with Modern Multiprocessors
    arxiv-1911.06567 Direct Thin Ready implementation starting point
    Nov 1, 2019
  156. Data Diversification: A Simple Strategy For Neural Machine Translation
    arxiv-1911.01986 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  157. CSI-based Positioning in Massive MIMO systems using Convolutional Neural Networks
    arxiv-1911.11523 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  158. Scalable Zero-shot Entity Linking with Dense Entity Retrieval
    arxiv-1911.03814 Curated Related Thin Ready implementation starting point
    Nov 1, 2019
  159. Learning an Optimally Reduced Formulation of OPF through Meta-optimization
    arxiv-1911.06784 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  160. Evaluating the classification of Fermi BCUs from the 4FGL Catalog Using Machine Learning
    arxiv-1911.02570 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  161. A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking
    arxiv-1911.01214 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  162. Nov 1, 2019
  163. Revisiting Shadow Detection: A New Benchmark Dataset for Complex World
    arxiv-1911.06998 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  164. Nov 1, 2019
  165. Nov 1, 2019
  166. Nov 1, 2019
  167. Transfer Learning Toolkit: Primers and Benchmarks
    arxiv-1911.08967 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  168. GhostNet: More Features from Cheap Operations
    arxiv-1911.11907 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  169. CenterMask : Real-Time Anchor-Free Instance Segmentation
    arxiv-1911.06667 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  170. BP-Transformer: Modelling Long-Range Context via Binary Partitioning
    arxiv-1911.04070 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  171. Image-based table recognition: data, model, and evaluation
    arxiv-1911.10683 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  172. Generalizing Natural Language Analysis through Span-relation Representations
    arxiv-1911.03822 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  173. Real-Time Reinforcement Learning
    arxiv-1911.04448 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  174. Shaping Visual Representations with Language for Few-shot Classification
    arxiv-1911.02683 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  175. Simultaneous Inference for Multiple Proportions: A Multivariate Beta-Binomial Model
    arxiv-1911.00098 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  176. Introduction to Univalent Foundations of Mathematics with Agda
    arxiv-1911.00580 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  177. TENER: Adapting Transformer Encoder for Named Entity Recognition
    arxiv-1911.04474 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  178. DQ Robotics: a Library for Robot Modeling and Control
    arxiv-1910.11612 Sparse Thin Ready implementation starting point
    Oct 25, 2019
  179. Empirical Review of Automated Analysis Tools on 47,587 Ethereum Smart Contracts
    arxiv-1910.10601 Direct Thin Ready implementation starting point
    Oct 23, 2019
  180. An Alternative Surrogate Loss for PGD-based Adversarial Testing
    arxiv-1910.09338 Sparse Thin Ready implementation starting point
    Oct 21, 2019
  181. SummAE: Zero-Shot Abstractive Text Summarization using Length-Agnostic Auto-Encoders
    arxiv-1910.00998 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  182. SlowMo: Improving Communication-Efficient Distributed SGD with Slow Momentum
    arxiv-1910.00643 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  183. Distribution-Aware Coordinate Representation for Human Pose Estimation
    arxiv-1910.06278 Direct Thin Ready implementation starting point
    Oct 1, 2019
  184. Dalitz-plot decomposition for three-body decays
    arxiv-1910.04566 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  185. Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
    arxiv-1910.02190 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  186. Benchmarking machine learning models on multi-centre eICU critical care dataset
    arxiv-1910.00964 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  187. DiffTaichi: Differentiable Programming for Physical Simulation
    arxiv-1910.00935 Direct Thin Ready implementation starting point
    Oct 1, 2019
  188. BPE-Dropout: Simple and Effective Subword Regularization
    arxiv-1910.13267 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  189. Taxonomy of Real Faults in Deep Learning Systems
    arxiv-1910.11015 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  190. Oct 1, 2019
  191. Learning Generalisable Omni-Scale Representations for Person Re-Identification
    arxiv-1910.06827 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  192. Electro-Magnetic Side-Channel Attack Through Learned Denoising and Classification
    arxiv-1910.07201 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  193. Soft Actor-Critic for Discrete Action Settings
    arxiv-1910.07207 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  194. Evaluating the Factual Consistency of Abstractive Text Summarization
    arxiv-1910.12840 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  195. Q8BERT: Quantized 8Bit BERT
    arxiv-1910.06188 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  196. HuggingFace's Transformers: State-of-the-art Natural Language Processing
    arxiv-1910.03771 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  197. Predicting with High Correlation Features
    arxiv-1910.00164 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  198. Robust Visual Domain Randomization for Reinforcement Learning
    arxiv-1910.10537 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  199. Deep speech inpainting of time-frequency masks
    arxiv-1910.09058 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  200. Content Enhanced BERT-based Text-to-SQL Generation
    arxiv-1910.07179 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  201. Reinforcement Learning for Robotic Manipulation using Simulated Locomotion Demonstrations
    arxiv-1910.07294 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  202. OpenDenoising: an Extensible Benchmark for Building Comparative Studies of Image Denoisers
    arxiv-1910.08328 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  203. Oct 1, 2019
  204. Injecting Hierarchy with U-Net Transformers
    arxiv-1910.10488 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  205. Citation network centrality: a scientific awards predictor?
    arxiv-1910.02369 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  206. Self-supervised Learning for ECG-based Emotion Recognition
    arxiv-1910.07497 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  207. MLPerf Training Benchmark
    arxiv-1910.01500 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  208. Weighted boxes fusion: Ensembling boxes from different object detection models
    arxiv-1910.13302 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  209. A Unified MRC Framework for Named Entity Recognition
    arxiv-1910.11476 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  210. Exchangeable deep neural networks for set-to-set matching and learning
    arxiv-1910.09972 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  211. Tiny Video Networks
    arxiv-1910.06961 Direct Thin Ready implementation starting point
    Oct 1, 2019
  212. Regularization Matters in Policy Optimization
    arxiv-1910.09191 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  213. A General Framework for Empirical Bayes Estimation in Discrete Linear Exponential Family
    arxiv-1910.08997 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  214. Error Thresholds for Arbitrary Pauli Noise
    arxiv-1910.00471 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  215. ReNAS:Relativistic Evaluation of Neural Architecture Search
    arxiv-1910.01523 Direct Thin Ready implementation starting point
    Oct 1, 2019
  216. Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks
    arxiv-1910.01279 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  217. Ternary Quantized Polar Code Decoders: Analysis and Design
    arxiv-1910.01176 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  218. Structured Pruning of Large Language Models
    arxiv-1910.04732 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  219. Unsupervised video summarization framework using keyframe extraction and video skimming
    arxiv-1910.04792 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  220. Oct 1, 2019
  221. On the Cross-lingual Transferability of Monolingual Representations
    arxiv-1910.11856 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  222. Oct 1, 2019
  223. MLQA: Evaluating Cross-lingual Extractive Question Answering
    arxiv-1910.07475 Curated Related Thin Ready implementation starting point
    Oct 1, 2019
  224. One-Shot Neural Architecture Search via Self-Evaluated Template Network
    arxiv-1910.05733 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  225. MelGAN: Generative Adversarial Networks for Conditional Waveform Synthesis
    arxiv-1910.06711 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  226. Context-Aware Sentence/Passage Term Importance Estimation For First Stage Retrieval
    arxiv-1910.10687 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  227. Adversarial NLI: A New Benchmark for Natural Language Understanding
    arxiv-1910.14599 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  228. Discovering the Compositional Structure of Vector Representations with Role Learning Networks
    arxiv-1910.09113 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  229. Automatic Testing and Improvement of Machine Translation
    arxiv-1910.02688 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  230. Transformers without Tears: Improving the Normalization of Self-Attention
    arxiv-1910.05895 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  231. A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark
    arxiv-1910.04867 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  232. The Lean mathematical library
    arxiv-1910.09336 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  233. Image-Conditioned Graph Generation for Road Network Extraction
    arxiv-1910.14388 Direct Thin Ready implementation starting point
    Oct 1, 2019
  234. Improvements to Target-Based 3D LiDAR to Camera Calibration
    arxiv-1910.03126 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  235. BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
    arxiv-1910.11858 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  236. Oct 1, 2019
  237. SID4VAM: A Benchmark Dataset with Synthetic Images for Visual Attention Modeling
    arxiv-1910.13066 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  238. Automatic Fact-guided Sentence Modification
    arxiv-1909.13838 Sparse Thin Ready implementation starting point
    Sep 30, 2019
  239. FAT Forensics: A Python Toolbox for Algorithmic Fairness, Accountability and Transparency
    arxiv-1909.05167 Direct Thin Ready implementation starting point
    Sep 11, 2019
  240. Is Heuristic Sampling Necessary in Training Deep Object Detectors?
    arxiv-1909.04868 Sparse Thin Ready implementation starting point
    Sep 11, 2019
  241. Test-Time Training with Self-Supervision for Generalization under Distribution Shifts
    arxiv-1909.13231 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  242. Bayesian Spatial Kernel Smoothing for ScalableDense Semantic Mapping
    arxiv-1909.04631 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  243. Sep 1, 2019
  244. Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
    arxiv-1909.06161 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  245. Accident Risk Prediction based on Heterogeneous Sparse Data: New Dataset and Insights
    arxiv-1909.09638 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  246. Sep 1, 2019
  247. Revealing the Importance of Semantic Retrieval for Machine Reading at Scale
    arxiv-1909.08041 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  248. Efficient Interleaved Batch Matrix Solvers for CUDA
    arxiv-1909.04539 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  249. Relaxing Bijectivity Constraints with Continuously Indexed Normalising Flows
    arxiv-1909.13833 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  250. Sampling Bias in Deep Active Classification: An Empirical Study
    arxiv-1909.09389 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  251. Isotonic Distributional Regression
    arxiv-1909.03725 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  252. A Semantics-Assisted Video Captioning Model Trained with Scheduled Sampling
    arxiv-1909.00121 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  253. Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models
    arxiv-1909.09020 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  254. CodeSearchNet Challenge: Evaluating the State of Semantic Code Search
    arxiv-1909.09436 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  255. Sep 1, 2019
  256. Span-based Joint Entity and Relation Extraction with Transformer Pre-training
    arxiv-1909.07755 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  257. Unbiased Recommender Learning from Missing-Not-At-Random Implicit Feedback
    arxiv-1909.03601 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  258. Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data
    arxiv-1909.06312 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  259. A Better Way to Attend: Attention with Trees for Video Question Answering
    arxiv-1909.02218 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  260. Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems
    arxiv-1909.00912 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  261. GMLS-Nets: A framework for learning from unstructured data
    arxiv-1909.05371 Direct Thin Ready implementation starting point
    Sep 1, 2019
  262. Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction
    arxiv-1909.05708 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  263. RLBench: The Robot Learning Benchmark & Learning Environment
    arxiv-1909.12271 Direct Thin Ready implementation starting point
    Sep 1, 2019
  264. Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
    arxiv-1909.00161 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  265. Data compression in cosmology: A compressed likelihood for Planck data
    arxiv-1909.05869 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  266. d-blink: Distributed End-to-End Bayesian Entity Resolution
    arxiv-1909.06039 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  267. Comparing distributions: $\ell_1$ geometry improves kernel two-sample testing
    arxiv-1909.09264 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  268. Verified Uncertainty Calibration
    arxiv-1909.10155 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  269. Learning to compute inner consensus: A novel approach to modeling agreement between Capsules
    arxiv-1909.12737 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  270. Tree Transformer: Integrating Tree Structures into Self-Attention
    arxiv-1909.06639 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  271. Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
    arxiv-1909.08053 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  272. Neural Attentive Bag-of-Entities Model for Text Classification
    arxiv-1909.01259 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  273. PySPH: a Python-based framework for smoothed particle hydrodynamics
    arxiv-1909.04504 Direct Thin Ready implementation starting point
    Sep 1, 2019
  274. Adaptive Factorization Network: Learning Adaptive-Order Feature Interactions
    arxiv-1909.03276 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  275. Humor Detection: A Transformer Gets the Last Laugh
    arxiv-1909.00252 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  276. GBDT-MO: Gradient Boosted Decision Trees for Multiple Outputs
    arxiv-1909.04373 Direct Thin Ready implementation starting point
    Sep 1, 2019
  277. Show Your Work: Improved Reporting of Experimental Results
    arxiv-1909.03004 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  278. musicnn: Pre-trained convolutional neural networks for music audio tagging
    arxiv-1909.06654 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  279. Deep Visual Template-Free Form Parsing
    arxiv-1909.02576 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  280. Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
    arxiv-1909.00142 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  281. UNITER: UNiversal Image-TExt Representation Learning
    arxiv-1909.11740 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  282. Sep 1, 2019
  283. Accelerating convolutional neural network by exploiting sparsity on GPUs
    arxiv-1909.09927 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  284. Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
    arxiv-1909.01315 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  285. Crescent configurations in normed spaces
    arxiv-1909.08769 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  286. rlpyt: A Research Code Base for Deep Reinforcement Learning in PyTorch
    arxiv-1909.01500 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  287. An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
    arxiv-1909.02027 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  288. Antipodal Robotic Grasping using Generative Residual Convolutional Neural Network
    arxiv-1909.04810 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  289. Towards Real-Time Multi-Object Tracking
    arxiv-1909.12605 Curated Related Thin Ready implementation starting point
    Sep 1, 2019
  290. Driving in Dense Traffic with Model-Free Reinforcement Learning
    arxiv-1909.06710 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  291. AMR Normalization for Fairer Evaluation
    arxiv-1909.01568 Direct Thin Ready implementation starting point
    Sep 1, 2019
  292. EntEval: A Holistic Evaluation Benchmark for Entity Representations
    arxiv-1909.00137 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  293. Monotonic Multihead Attention
    arxiv-1909.12406 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  294. Adaptively Sparse Transformers
    arxiv-1909.00015 Direct Thin Ready implementation starting point
    Sep 1, 2019
  295. How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations
    arxiv-1909.04925 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  296. Fine-Tuning Language Models from Human Preferences
    arxiv-1909.08593 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  297. Flight Controller Synthesis Via Deep Reinforcement Learning
    arxiv-1909.06493 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  298. Sep 1, 2019
  299. A Novel Adaptive Controller for Robot Manipulators based on Active Inference
    arxiv-1909.12768 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  300. Robust Invisible Video Watermarking with Attention
    arxiv-1909.01285 Sparse Thin Ready implementation starting point
    Sep 1, 2019
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