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300 canonical paper links on this archive page.

  1. Are NLP Models really able to Solve Simple Math Word Problems?
    arxiv-2103.07191 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  2. CoMoGAN: continuous model-guided image-to-image translation
    arxiv-2103.06879 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  3. Learning Multi-Scene Absolute Pose Regression with Transformers
    arxiv-2103.11468 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  4. On Semantic Similarity in Video Retrieval
    arxiv-2103.10095 Curated Related Thin Ready implementation starting point
    Mar 1, 2021
  5. Tracking Pedestrian Heads in Dense Crowd
    arxiv-2103.13516 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  6. BlonDe: An Automatic Evaluation Metric for Document-level Machine Translation
    arxiv-2103.11878 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  7. PyRCN: A Toolbox for Exploration and Application of Reservoir Computing Networks
    arxiv-2103.04807 Direct Thin Ready implementation starting point
    Mar 1, 2021
  8. Predictive Visual Tracking: A New Benchmark and Baseline Approach
    arxiv-2103.04508 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  9. TransCenter: Transformers with Dense Representations for Multiple-Object Tracking
    arxiv-2103.15145 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  10. Control Barrier Functions in Sampled-Data Systems
    arxiv-2103.03677 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  11. Gated Transformer Networks for Multivariate Time Series Classification
    arxiv-2103.14438 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  12. Unsupervised dynamic modeling of medical image transformation
    arxiv-2103.00930 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  13. A Temporal Kernel Approach for Deep Learning with Continuous-time Information
    arxiv-2103.15213 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  14. Machine Learning Directed Optimization of Classical Molecular Modeling Force Fields
    arxiv-2103.03208 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  15. Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation
    arxiv-2103.03102 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  16. Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective
    arxiv-2103.17263 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  17. Practical and Private (Deep) Learning without Sampling or Shuffling
    arxiv-2103.00039 Direct Thin Ready implementation starting point
    Mar 1, 2021
  18. An Empirical Study of Compound PCFGs
    arxiv-2103.02298 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  19. Scalable federated machine learning with FEDn
    arxiv-2103.00148 Direct Thin Ready implementation starting point
    Mar 1, 2021
  20. MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing
    arxiv-2103.01786 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  21. Survival Regression with Proper Scoring Rules and Monotonic Neural Networks
    arxiv-2103.14755 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  22. Mar 1, 2021
  23. Busy-Quiet Video Disentangling for Video Classification
    arxiv-2103.15584 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  24. Neural Response Interpretation through the Lens of Critical Pathways
    arxiv-2103.16886 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  25. Rethinking Neural Operations for Diverse Tasks
    arxiv-2103.15798 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  26. SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data
    arxiv-2103.15619 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  27. Warm-starting constraint generation for mixed-integer optimization: A Machine Learning approach
    arxiv-2103.13074 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  28. Rethinking Style Transfer: From Pixels to Parameterized Brushstrokes
    arxiv-2103.17185 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  29. Graph Self-Supervised Learning: A Survey
    arxiv-2103.00111 Sparse Thin Ready implementation starting point
    Feb 27, 2021
  30. Transformer in Transformer
    doi-10.48550_arxiv.2103.00112 Sparse Thin Ready implementation starting point
    Feb 27, 2021
  31. Hierarchical VAEs Know What They Don't Know
    arxiv-2102.08248 Sparse Thin Ready implementation starting point
    Feb 16, 2021
  32. Hierarchical VAEs Know What They Don't Know
    doi-10.48550_arxiv.2102.08248 Sparse Thin Ready implementation starting point
    Feb 16, 2021
  33. Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent
    arxiv-2102.07567 Sparse Thin Ready implementation starting point
    Feb 15, 2021
  34. Learning Accurate Decision Trees with Bandit Feedback via Quantized Gradient Descent
    doi-10.48550_arxiv.2102.07567 Sparse Thin Ready implementation starting point
    Feb 15, 2021
  35. Proof Artifact Co-training for Theorem Proving with Language Models
    arxiv-2102.06203 Sparse Thin Ready implementation starting point
    Feb 11, 2021
  36. Proof Artifact Co-training for Theorem Proving with Language Models
    doi-10.48550_arxiv.2102.06203 Sparse Thin Ready implementation starting point
    Feb 11, 2021
  37. Feb 3, 2021
  38. Designing an Encoder for StyleGAN Image Manipulation
    arxiv-2102.02766 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  39. Is Space-Time Attention All You Need for Video Understanding?
    arxiv-2102.05095 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  40. Federated Reconstruction: Partially Local Federated Learning
    arxiv-2102.03448 Direct Thin Ready implementation starting point
    Feb 1, 2021
  41. A Comparison of Deep-Learning Methods for Analysing and Predicting Business Processes
    arxiv-2102.07838 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  42. FedBN: Federated Learning on Non-IID Features via Local Batch Normalization
    arxiv-2102.07623 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  43. Feb 1, 2021
  44. SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation
    arxiv-2102.03716 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  45. Understanding self-supervised Learning Dynamics without Contrastive Pairs
    arxiv-2102.06810 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  46. WeNet: Production oriented Streaming and Non-streaming End-to-End Speech Recognition Toolkit
    arxiv-2102.01547 Direct Thin Ready implementation starting point
    Feb 1, 2021
  47. Learning to Match Mathematical Statements with Proofs
    arxiv-2102.02110 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  48. Feb 1, 2021
  49. Do Not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning
    arxiv-2102.12677 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  50. Neural Pharmacodynamic State Space Modeling
    arxiv-2102.11218 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  51. Frame Difference-Based Temporal Loss for Video Stylization
    arxiv-2102.05822 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  52. How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of Interpolation
    arxiv-2102.02805 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  53. Infinitely Deep Bayesian Neural Networks with Stochastic Differential Equations
    arxiv-2102.06559 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  54. Relaxed Transformer Decoders for Direct Action Proposal Generation
    arxiv-2102.01894 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  55. Studying the Usage of Text-To-Text Transfer Transformer to Support Code-Related Tasks
    arxiv-2102.02017 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  56. Feb 1, 2021
  57. Feb 1, 2021
  58. RoI Tanh-polar Transformer Network for Face Parsing in the Wild
    arxiv-2102.02717 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  59. CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
    arxiv-2102.04664 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  60. Uncertainty Propagation in Convolutional Neural Networks: Technical Report
    arxiv-2102.06064 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  61. NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning
    arxiv-2102.00714 Direct Thin Ready implementation starting point
    Feb 1, 2021
  62. Iterative SE(3)-Transformers
    arxiv-2102.13419 Direct Thin Ready implementation starting point
    Feb 1, 2021
  63. Open-Retrieval Conversational Machine Reading
    arxiv-2102.08633 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  64. Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
    arxiv-2102.10662 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  65. Feb 1, 2021
  66. Tactical Optimism and Pessimism for Deep Reinforcement Learning
    arxiv-2102.03765 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  67. A theory of Automated Market Makers in DeFi
    arxiv-2102.11350 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  68. Generative Spoken Language Modeling from Raw Audio
    arxiv-2102.01192 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  69. Learning N:M Fine-grained Structured Sparse Neural Networks From Scratch
    arxiv-2102.04010 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  70. Feb 1, 2021
  71. IoTDevID: A Behavior-Based Device Identification Method for the IoT
    arxiv-2102.08866 Direct Thin Ready implementation starting point
    Feb 1, 2021
  72. HAWKS: Evolving Challenging Benchmark Sets for Cluster Analysis
    arxiv-2102.06940 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  73. Beware of the Simulated DAG! Causal Discovery Benchmarks May Be Easy To Game
    arxiv-2102.13647 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  74. Towards Large Scale Automated Algorithm Design by Integrating Modular Benchmarking Frameworks
    arxiv-2102.06435 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  75. A2-FPN for Semantic Segmentation of Fine-Resolution Remotely Sensed Images
    arxiv-2102.07997 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  76. Colorization Transformer
    arxiv-2102.04432 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  77. Evaluating Node Embeddings of Complex Networks
    arxiv-2102.08275 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  78. Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges
    arxiv-2102.12219 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  79. Hybrid Neural Fusion for Full-frame Video Stabilization
    arxiv-2102.06205 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  80. Jan 26, 2021
  81. Number Parsing at a Gigabyte per Second
    arxiv-2101.11408 Direct Thin Ready implementation starting point
    Jan 11, 2021
  82. RGB-D salient object detection: A survey
    doi-10.1007_s41095-020-0199-z Sparse Thin Ready implementation starting point
    Jan 7, 2021
  83. I-BERT: Integer-only BERT Quantization
    doi-10.48550_arxiv.2101.01321 Sparse Thin Ready implementation starting point
    Jan 5, 2021
  84. GENIE: Toward Reproducible and Standardized Human Evaluation for Text Generation
    arxiv-2101.06561 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  85. Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss
    arxiv-2101.11952 Direct Thin Ready implementation starting point
    Jan 1, 2021
  86. Refining activation downsampling with SoftPool
    arxiv-2101.00440 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  87. Muppet: Massive Multi-task Representations with Pre-Finetuning
    arxiv-2101.11038 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  88. ProFuzzBench: A Benchmark for Stateful Protocol Fuzzing
    arxiv-2101.05102 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  89. Hybrid FEM-NN models: Combining artificial neural networks with the finite element method
    arxiv-2101.00962 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  90. The Pile: An 800GB Dataset of Diverse Text for Language Modeling
    arxiv-2101.00027 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  91. Acting in Delayed Environments with Non-Stationary Markov Policies
    arxiv-2101.11992 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  92. Line Segment Detection Using Transformers without Edges
    arxiv-2101.01909 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  93. TrackFormer: Multi-Object Tracking with Transformers
    arxiv-2101.02702 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  94. Transformer-based Conditional Variational Autoencoder for Controllable Story Generation
    arxiv-2101.00828 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  95. Jan 1, 2021
  96. Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude Learning
    arxiv-2101.10030 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  97. Evolving Reinforcement Learning Algorithms
    arxiv-2101.03958 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  98. Jan 1, 2021
  99. Benchmarking Simulation-Based Inference
    arxiv-2101.04653 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  100. Self-Supervised Multi-Channel Hypergraph Convolutional Network for Social Recommendation
    arxiv-2101.06448 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  101. Boarding House Renting Price Prediction Using Deep Neural Network Regression on Mobile Apps
    arxiv-2101.02033 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  102. The Gaussian entropy map in valued fields
    arxiv-2101.00767 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  103. CASS: Towards Building a Social-Support Chatbot for Online Health Community
    arxiv-2101.01583 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  104. WangchanBERTa: Pretraining transformer-based Thai Language Models
    arxiv-2101.09635 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  105. Curriculum-Meta Learning for Order-Robust Continual Relation Extraction
    arxiv-2101.01926 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  106. An Optimization Framework for Power Infrastructure Planning
    arxiv-2101.03388 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  107. Cross-modal Learning for Domain Adaptation in 3D Semantic Segmentation
    arxiv-2101.07253 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  108. HePPCAT: Probabilistic PCA for Data with Heteroscedastic Noise
    arxiv-2101.03468 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  109. Neighbor2Neighbor: Self-Supervised Denoising from Single Noisy Images
    arxiv-2101.02824 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  110. Computation and Applications of Mathieu Functions: A Historical Perspective
    doi-10.1137_20m135786x Sparse Thin Ready implementation starting point
    Jan 1, 2021
  111. TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech
    doi-10.1109_taslp.2021.3095662 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  112. Learning Spatial and Spatio-Temporal Pixel Aggregations for Image and Video Denoising
    arxiv-2101.10760 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  113. Jan 1, 2021
  114. Probabilistic Embeddings for Cross-Modal Retrieval
    arxiv-2101.05068 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  115. HateCheck: Functional Tests for Hate Speech Detection Models
    doi-10.18653_v1_2021.acl-long.4 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  116. Baseline Pruning-Based Approach to Trojan Detection in Neural Networks
    arxiv-2101.12016 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  117. Temporal-Relational CrossTransformers for Few-Shot Action Recognition
    arxiv-2101.06184 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  118. Nonparametric Estimation of Heterogeneous Treatment Effects: From Theory to Learning Algorithms
    arxiv-2101.10943 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  119. Dataset on Bi- and Multi-Nucleated Tumor Cells in Canine Cutaneous Mast Cell Tumors
    arxiv-2101.01445 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  120. Structured Prediction as Translation between Augmented Natural Languages
    arxiv-2101.05779 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  121. Regularization-Agnostic Compressed Sensing MRI Reconstruction with Hypernetworks
    arxiv-2101.02194 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  122. Fast and Robust Certifiable Estimation of the Relative Pose Between Two Calibrated Cameras
    arxiv-2101.08524 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  123. Robustness Gym: Unifying the NLP Evaluation Landscape
    arxiv-2101.04840 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  124. The Surprising Positive Knowledge Transfer in Continual 3D Object Shape Reconstruction
    arxiv-2101.07295 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  125. ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic
    arxiv-2101.01785 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  126. Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity
    arxiv-2101.03961 Direct Thin Ready implementation starting point
    Jan 1, 2021
  127. Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors
    arxiv-2101.05036 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  128. CDLM: Cross-Document Language Modeling
    arxiv-2101.00406 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  129. Jan 1, 2021
  130. Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
    arxiv-2101.06983 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  131. I-BERT: Integer-only BERT Quantization
    arxiv-2101.01321 Direct Thin Ready implementation starting point
    Jan 1, 2021
  132. TextGNN: Improving Text Encoder via Graph Neural Network in Sponsored Search
    arxiv-2101.06323 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  133. Preconditioned training of normalizing flows for variational inference in inverse problems
    arxiv-2101.03709 Direct Thin Ready implementation starting point
    Jan 1, 2021
  134. RGBeta: A Mathematica Package for the Evaluation of Renormalization Group $ β$-Functions
    arxiv-2101.08265 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  135. Characterizing signal propagation to close the performance gap in unnormalized ResNets
    arxiv-2101.08692 Direct Thin Ready implementation starting point
    Jan 1, 2021
  136. HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units
    doi-10.1109_taslp.2021.3122291 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  137. Segmenting Transparent Object in the Wild with Transformer
    arxiv-2101.08461 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  138. Global2Local: Efficient Structure Search for Video Action Segmentation
    arxiv-2101.00910 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  139. Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNet
    arxiv-2101.11986 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  140. Practical distributed quantum information processing with LOCCNet
    arxiv-2101.12190 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  141. CIZSL++: Creativity Inspired Generative Zero-Shot Learning
    arxiv-2101.00173 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  142. Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
    arxiv-2101.08152 Direct Thin Ready implementation starting point
    Jan 1, 2021
  143. Stellar Evolution and Tidal Dissipation in REBOUNDx
    arxiv-2101.12277 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  144. HateCheck: Functional Tests for Hate Speech Detection Models
    arxiv-2012.15606 Sparse Thin Ready implementation starting point
    Dec 31, 2020
  145. Dec 29, 2020
  146. COVID-19 Image Data Collection: Prospective Predictions are the Future
    doi-10.48550_arxiv.2006.11988 Sparse Thin Ready implementation starting point
    Dec 15, 2020
  147. Enabling Collaborative Data Science Development with the Ballet Framework
    arxiv-2012.07816 Sparse Thin Ready implementation starting point
    Dec 14, 2020
  148. Discovering New Intents with Deep Aligned Clustering
    arxiv-2012.08987 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  149. Dec 1, 2020
  150. DeepVideoMVS: Multi-View Stereo on Video with Recurrent Spatio-Temporal Fusion
    arxiv-2012.02177 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  151. MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers
    arxiv-2012.00759 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  152. TransTrack: Multiple Object Tracking with Transformer
    arxiv-2012.15460 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  153. Taming Transformers for High-Resolution Image Synthesis
    arxiv-2012.09841 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  154. DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
    arxiv-2012.00595 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  155. Robustness Testing of Language Understanding in Task-Oriented Dialog
    arxiv-2012.15262 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  156. SemMT: A Semantic-based Testing Approach for Machine Translation Systems
    arxiv-2012.01815 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  157. Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting
    arxiv-2012.07436 Direct Thin Ready implementation starting point
    Dec 1, 2020
  158. Exploring Data Augmentation for Multi-Modality 3D Object Detection
    arxiv-2012.12741 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  159. Extracting Training Data from Large Language Models
    arxiv-2012.07805 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  160. Study on the Assessment of the Quality of Experience of Streaming Video
    arxiv-2012.04623 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  161. Learning Equivariant Representations
    arxiv-2012.02771 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  162. Non-linear State-space Model Identification from Video Data using Deep Encoders
    arxiv-2012.07721 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  163. RealFormer: Transformer Likes Residual Attention
    arxiv-2012.11747 Direct Thin Ready implementation starting point
    Dec 1, 2020
  164. Towards Fully Automated Manga Translation
    arxiv-2012.14271 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  165. Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection
    arxiv-2012.15712 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  166. HateXplain: A Benchmark Dataset for Explainable Hate Speech Detection
    arxiv-2012.10289 Curated Related Thin Ready implementation starting point
    Dec 1, 2020
  167. Pre-Trained Image Processing Transformer
    arxiv-2012.00364 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  168. Adversarial Meta-Learning of Gamma-Minimax Estimators That Leverage Prior Knowledge
    arxiv-2012.05465 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  169. Extended Few-Shot Learning: Exploiting Existing Resources for Novel Tasks
    arxiv-2012.07176 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  170. DERAIL: Diagnostic Environments for Reward And Imitation Learning
    arxiv-2012.01365 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  171. Attentional Local Contrast Networks for Infrared Small Target Detection
    arxiv-2012.08573 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  172. A $w-M$ phantom transition at $z_t<0.1$ as a resolution of the Hubble tension
    arxiv-2012.13932 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  173. A Keller-Segel model for C elegans L1 aggregation
    arxiv-2012.03720 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  174. Quantum tomography benchmarking
    arxiv-2012.15656 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  175. Augmenting Policy Learning with Routines Discovered from a Single Demonstration
    arxiv-2012.12469 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  176. Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks
    arxiv-2012.02030 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  177. MVFNet: Multi-View Fusion Network for Efficient Video Recognition
    arxiv-2012.06977 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  178. Transformer Interpretability Beyond Attention Visualization
    arxiv-2012.09838 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  179. Finding Sparse Structures for Domain Specific Neural Machine Translation
    arxiv-2012.10586 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  180. TabTransformer: Tabular Data Modeling Using Contextual Embeddings
    arxiv-2012.06678 Direct Thin Ready implementation starting point
    Dec 1, 2020
  181. CPM: A Large-scale Generative Chinese Pre-trained Language Model
    arxiv-2012.00413 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  182. Residuals-based distributionally robust optimization with covariate information
    arxiv-2012.01088 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  183. Synergy between Observation Systems Oceanic in Turbulent Regions
    arxiv-2012.14516 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  184. SimBricks: End-to-End Network System Evaluation with Modular Simulation
    arxiv-2012.14219 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  185. Extractive Opinion Summarization in Quantized Transformer Spaces
    arxiv-2012.04443 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  186. ViP-DeepLab: Learning Visual Perception with Depth-aware Video Panoptic Segmentation
    arxiv-2012.05258 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  187. YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews
    arxiv-2012.14541 Curated Related Thin Ready implementation starting point
    Dec 1, 2020
  188. Dec 1, 2020
  189. Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers
    arxiv-2012.15840 Direct Thin Ready implementation starting point
    Dec 1, 2020
  190. Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
    arxiv-2012.07177 Direct Thin Ready implementation starting point
    Dec 1, 2020
  191. A Generalization of Transformer Networks to Graphs
    arxiv-2012.09699 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  192. Extracting the signed backbone of intrinsically dense weighted networks
    arxiv-2012.05216 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  193. Fully Convolutional Networks for Panoptic Segmentation
    arxiv-2012.00720 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  194. Efficient Continual Learning with Modular Networks and Task-Driven Priors
    arxiv-2012.12631 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  195. Low-Complexity Steered Response Power Mapping based on Nyquist-Shannon Sampling
    arxiv-2012.09499 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  196. From predicting to learning dissipation from pair correlations of active liquids
    arxiv-2012.10441 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  197. WILDS: A Benchmark of in-the-Wild Distribution Shifts
    arxiv-2012.07421 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  198. Spectral Distribution Aware Image Generation
    arxiv-2012.03110 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  199. Improving the Generalization of End-to-End Driving through Procedural Generation
    arxiv-2012.13681 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  200. Learning Dense Representations of Phrases at Scale
    arxiv-2012.12624 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  201. Point Transformer
    arxiv-2012.09164 Direct Thin Ready implementation starting point
    Dec 1, 2020
  202. Twelve years of SAMtools and BCFtools
    arxiv-2012.10295 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  203. HEBO Pushing The Limits of Sample-Efficient Hyperparameter Optimisation
    arxiv-2012.03826 Direct Thin Ready implementation starting point
    Dec 1, 2020
  204. SceneFormer: Indoor Scene Generation with Transformers
    arxiv-2012.09793 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  205. CrossNER: Evaluating Cross-Domain Named Entity Recognition
    arxiv-2012.04373 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  206. Global Unifying Intrinsic Calibration for Spinning and Solid-State LiDARs
    arxiv-2012.03321 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  207. Learning Sparsity and Block Diagonal Structure in Multi-View Mixture Models
    arxiv-2012.15313 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  208. Stellar Population Inference with Prospector
    arxiv-2012.01426 Direct Thin Ready implementation starting point
    Dec 1, 2020
  209. Make One-Shot Video Object Segmentation Efficient Again
    arxiv-2012.01866 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  210. Multi-modal Visual Tracking: Review and Experimental Comparison
    arxiv-2012.04176 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  211. Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff
    arxiv-2012.07610 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  212. Spatially Conditioned Graphs for Detecting Human-Object Interactions
    arxiv-2012.06060 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  213. Bambi: A simple interface for fitting Bayesian linear models in Python
    arxiv-2012.10754 Direct Thin Ready implementation starting point
    Dec 1, 2020
  214. ERNIE-Doc: A Retrospective Long-Document Modeling Transformer
    arxiv-2012.15688 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  215. CODE: Contrastive Pre-training with Adversarial Fine-tuning for Zero-shot Expert Linking
    arxiv-2012.11336 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  216. Dec 1, 2020
  217. PMLB v1.0: An open source dataset collection for benchmarking machine learning methods
    arxiv-2012.00058 Sparse Thin Ready implementation starting point
    Nov 30, 2020
  218. Burning graphs through farthest-first traversal
    arxiv-2011.15019 Sparse Thin Ready implementation starting point
    Nov 30, 2020
  219. The LDBC Graphalytics Benchmark
    doi-10.48550_arxiv.2011.15028 Sparse Thin Ready implementation starting point
    Nov 30, 2020
  220. General Purpose Atomic Crosschain Transactions
    arxiv-2011.12783 Sparse Thin Ready implementation starting point
    Nov 24, 2020
  221. A framework for constrained static state estimation in unbalanced distribution networks
    arxiv-2011.11614 Sparse Thin Ready implementation starting point
    Nov 23, 2020
  222. Learnable Boundary Guided Adversarial Training
    doi-10.48550_arxiv.2011.11164 Sparse Thin Ready implementation starting point
    Nov 23, 2020
  223. Oblivious DNS over HTTPS (ODoH): A Practical Privacy Enhancement to DNS
    arxiv-2011.10121 Direct Thin Ready implementation starting point
    Nov 19, 2020
  224. DebateSum: A large-scale argument mining and summarization dataset
    arxiv-2011.07251 Sparse Thin Ready implementation starting point
    Nov 14, 2020
  225. DebateSum: A large-scale argument mining and summarization dataset
    doi-10.48550_arxiv.2011.07251 Sparse Thin Ready implementation starting point
    Nov 14, 2020
  226. Exterior-point Optimization for Sparse and Low-rank Optimization
    arxiv-2011.04552 Sparse Thin Ready implementation starting point
    Nov 9, 2020
  227. Learning Multiscale Convolutional Dictionaries for Image Reconstruction
    arxiv-2011.12815 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  228. Nov 1, 2020
  229. Nov 1, 2020
  230. RELLIS-3D Dataset: Data, Benchmarks and Analysis
    arxiv-2011.12954 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  231. Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images
    arxiv-2011.10650 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  232. Long Range Arena: A Benchmark for Efficient Transformers
    arxiv-2011.04006 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  233. AdaBins: Depth Estimation using Adaptive Bins
    arxiv-2011.14141 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  234. Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training
    arxiv-2011.14660 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  235. An Investigation of Language Model Interpretability via Sentence Editing
    arxiv-2011.14039 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  236. Nov 1, 2020
  237. Generalization to New Actions in Reinforcement Learning
    arxiv-2011.01928 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  238. RAMP-CNN: A Novel Neural Network for Enhanced Automotive Radar Object Recognition
    arxiv-2011.08981 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  239. FastCAT: Fast Cone Beam CT (CBCT) Simulation
    arxiv-2011.04736 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  240. End-to-end Lane Shape Prediction with Transformers
    arxiv-2011.04233 Curated Related Thin Ready implementation starting point
    Nov 1, 2020
  241. Influencing dynamics on social networks without knowledge of network microstructure
    arxiv-2011.05774 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  242. Nov 1, 2020
  243. Nov 1, 2020
  244. Point Transformer
    arxiv-2011.00931 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  245. Interpretable Multi-dataset Evaluation for Named Entity Recognition
    arxiv-2011.06854 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  246. CompressAI: a PyTorch library and evaluation platform for end-to-end compression research
    arxiv-2011.03029 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  247. Hierarchical Transformer for Task Oriented Dialog Systems
    arxiv-2011.08067 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  248. UP-DETR: Unsupervised Pre-training for Object Detection with Transformers
    arxiv-2011.09094 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  249. Multi-Robot Coverage and Exploration using Spatial Graph Neural Networks
    arxiv-2011.01119 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  250. Comparison by Conversion: Reverse-Engineering UCCA from Syntax and Lexical Semantics
    arxiv-2011.00834 Direct Thin Ready implementation starting point
    Nov 1, 2020
  251. BayesBeat: Reliable Atrial Fibrillation Detection from Noisy Photoplethysmography Data
    arxiv-2011.00753 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  252. A Full-Stack Open-Source Framework for Antenna and Beamforming Evaluation in mmWave 5G NR
    arxiv-2011.05800 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  253. Score-Based Generative Modeling through Stochastic Differential Equations
    arxiv-2011.13456 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  254. nnU-Net for Brain Tumor Segmentation
    arxiv-2011.00848 Curated Related Thin Ready implementation starting point
    Nov 1, 2020
  255. Powerful Knockoffs via Minimizing Reconstructability
    arxiv-2011.14625 Direct Thin Ready implementation starting point
    Nov 1, 2020
  256. EasyTransfer -- A Simple and Scalable Deep Transfer Learning Platform for NLP Applications
    arxiv-2011.09463 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  257. A simple technique for unstructured mesh generation via adaptive finite elements
    arxiv-2011.07919 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  258. Pathwise Conditioning of Gaussian Processes
    arxiv-2011.04026 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  259. SoftGym: Benchmarking Deep Reinforcement Learning for Deformable Object Manipulation
    arxiv-2011.07215 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  260. Nov 1, 2020
  261. Nov 1, 2020
  262. General Multi-label Image Classification with Transformers
    arxiv-2011.14027 Direct Thin Ready implementation starting point
    Nov 1, 2020
  263. Deep Learning for Text Style Transfer: A Survey
    arxiv-2011.00416 Curated Related Thin Ready implementation starting point
    Nov 1, 2020
  264. Hypersim: A Photorealistic Synthetic Dataset for Holistic Indoor Scene Understanding
    arxiv-2011.02523 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  265. Serial Electron Diffraction Data Processing with diffractem and CrystFEL
    arxiv-2011.02977 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  266. Inverting cosmic ray propagation by Convolutional Neural Networks
    arxiv-2011.11930 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  267. Nov 1, 2020
  268. Support Recovery for Sparse Multidimensional Phase Retrieval
    arxiv-2011.00619 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  269. Nov 1, 2020
  270. Multi-CCD Point Spread Function Modelling
    arxiv-2011.09835 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  271. From Recognition to Prediction: Analysis of Human Action and Trajectory Prediction in Video
    arxiv-2011.10670 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  272. Local Structure of Sprinkled Causal Sets
    arxiv-2011.02965 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  273. Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs
    arxiv-2011.14107 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  274. TartanVO: A Generalizable Learning-based VO
    arxiv-2011.00359 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  275. Tequila: A platform for rapid development of quantum algorithms
    arxiv-2011.03057 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  276. Nov 1, 2020
  277. Enhancing deep neural networks with morphological information
    arxiv-2011.12432 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  278. FFCI: A Framework for Interpretable Automatic Evaluation of Summarization
    arxiv-2011.13662 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  279. Exploring Simple Siamese Representation Learning
    arxiv-2011.10566 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  280. Sydr: Cutting Edge Dynamic Symbolic Execution
    arxiv-2011.09269 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  281. Nov 1, 2020
  282. End-to-End Video Instance Segmentation with Transformers
    arxiv-2011.14503 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  283. Bayes Optimal Informer Sets for Early-Stage Drug Discovery
    arxiv-2011.06122 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  284. COMO: A Pipeline for Multi-Omics Data Integration in Metabolic Modeling and Drug Discovery
    arxiv-2011.02103 Direct Thin Ready implementation starting point
    Nov 1, 2020
  285. Nov 1, 2020
  286. DUT: Learning Video Stabilization by Simply Watching Unstable Videos
    arxiv-2011.14574 Direct Thin Ready implementation starting point
    Nov 1, 2020
  287. Empirical or Invariant Risk Minimization? A Sample Complexity Perspective
    arxiv-2010.16412 Sparse Thin Ready implementation starting point
    Oct 30, 2020
  288. Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
    doi-10.48550_arxiv.2010.14819 Sparse Thin Ready implementation starting point
    Oct 28, 2020
  289. Estimating means of bounded random variables by betting
    arxiv-2010.09686 Direct Thin Ready implementation starting point
    Oct 19, 2020
  290. Hierarchical Autoregressive Modeling for Neural Video Compression
    arxiv-2010.10258 Sparse Thin Ready implementation starting point
    Oct 19, 2020
  291. Hierarchical Autoregressive Modeling for Neural Video Compression
    doi-10.48550_arxiv.2010.10258 Sparse Thin Ready implementation starting point
    Oct 19, 2020
  292. Gaussianizing the Earth: Multidimensional Information Measures for Earth Data Analysis
    arxiv-2010.06476 Sparse Thin Ready implementation starting point
    Oct 13, 2020
  293. Semi-Supervised Learning for Multi-Task Scene Understanding by Neural Graph Consensus
    arxiv-2010.01086 Sparse Thin Ready implementation starting point
    Oct 2, 2020
  294. RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation
    arxiv-2010.00263 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  295. Oct 1, 2020
  296. Neural Audio Fingerprint for High-specific Audio Retrieval based on Contrastive Learning
    arxiv-2010.11910 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  297. Query-Key Normalization for Transformers
    arxiv-2010.04245 Direct Thin Ready implementation starting point
    Oct 1, 2020
  298. Proof Repair across Type Equivalences
    arxiv-2010.00774 Direct Thin Ready implementation starting point
    Oct 1, 2020
  299. Deformable DETR: Deformable Transformers for End-to-End Object Detection
    arxiv-2010.04159 Curated Related Thin Ready implementation starting point
    Oct 1, 2020
  300. Proving Quantum Programs Correct
    arxiv-2010.01240 Sparse Thin Ready implementation starting point
    Oct 1, 2020
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