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300 canonical paper links on this archive page.

  1. Deep Learning Algorithms for Hedging with Frictions
    arxiv-2111.01931 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  2. ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
    arxiv-2111.10952 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  3. Context Meta-Reinforcement Learning via Neuromodulation
    arxiv-2111.00134 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  4. PDE-READ: Human-readable Partial Differential Equation Discovery using Deep Learning
    arxiv-2111.00998 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  5. Nov 1, 2021
  6. Conditional Object-Centric Learning from Video
    arxiv-2111.12594 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  7. Realistic galaxy image simulation via score-based generative models
    arxiv-2111.01713 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  8. Combining processing throughput, low latency and timing accuracy in experiment control
    arxiv-2111.15290 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  9. Machine-Learning-Based Exchange-Correlation Functional with Physical Asymptotic Constraints
    arxiv-2111.15593 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  10. Visual design intuition: Predicting dynamic properties of beams from raw cross-section images
    arxiv-2111.09701 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  11. EOLANG and $\varphi$-calculus
    arxiv-2111.13384 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  12. JoinABLe: Learning Bottom-up Assembly of Parametric CAD Joints
    arxiv-2111.12772 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  13. Nov 1, 2021
  14. Reproducible and Adaptable Log Data Generation for Sound Cybersecurity Experiments
    arxiv-2111.07847 Direct Thin Ready implementation starting point
    Nov 1, 2021
  15. Statistical quantification of confounding bias in predictive modelling
    arxiv-2111.00814 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  16. hermiter: R package for Sequential Nonparametric Estimation
    arxiv-2111.14091 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  17. Intriguing Findings of Frequency Selection for Image Deblurring
    arxiv-2111.11745 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  18. Restormer: Efficient Transformer for High-Resolution Image Restoration
    arxiv-2111.09881 Direct Thin Ready implementation starting point
    Nov 1, 2021
  19. Likelihood-Free Inference in State-Space Models with Unknown Dynamics
    arxiv-2111.01555 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  20. BlueFog: Make Decentralized Algorithms Practical for Optimization and Deep Learning
    arxiv-2111.04287 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  21. TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data
    arxiv-2111.04798 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  22. PointPCA: Point Cloud Objective Quality Assessment Using PCA-Based Descriptors
    arxiv-2111.12663 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  23. SP-SEDT: Self-supervised Pre-training for Sound Event Detection Transformer
    arxiv-2111.15222 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  24. Probabilistic Contrastive Learning for Domain Adaptation
    arxiv-2111.06021 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  25. Machine learning approaches to identify thresholds in a heat-health warning system context
    arxiv-2110.10625 Sparse Thin Ready implementation starting point
    Oct 20, 2021
  26. Oct 19, 2021
  27. PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods
    doi-10.1093_bioinformatics_btab727 Sparse Thin Ready implementation starting point
    Oct 19, 2021
  28. Multitask Prompted Training Enables Zero-Shot Task Generalization
    doi-10.48550_arxiv.2110.08207 Sparse Thin Ready implementation starting point
    Oct 15, 2021
  29. Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization
    arxiv-2110.06980 Sparse Thin Ready implementation starting point
    Oct 13, 2021
  30. Offline Reinforcement Learning with Implicit Q-Learning
    doi-10.48550_arxiv.2110.06169 Sparse Thin Ready implementation starting point
    Oct 12, 2021
  31. Oct 1, 2021
  32. Dirichlet Mechanism for Differentially Private KL Divergence Minimization
    arxiv-2110.01984 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  33. UVO Challenge on Video-based Open-World Segmentation 2021: 1st Place Solution
    arxiv-2110.11661 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  34. Momentum Centering and Asynchronous Update for Adaptive Gradient Methods
    arxiv-2110.05454 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  35. Targeted Neural Dynamical Modeling
    arxiv-2110.14853 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  36. Camera Calibration through Camera Projection Loss
    arxiv-2110.03479 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  37. Representing and Implementing Matrices Using Algebraic ZX-calculus
    arxiv-2110.06898 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  38. RCT: Random Consistency Training for Semi-supervised Sound Event Detection
    arxiv-2110.11144 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  39. Anomaly Transformer: Time Series Anomaly Detection with Association Discrepancy
    arxiv-2110.02642 Direct Thin Ready implementation starting point
    Oct 1, 2021
  40. Robbing the Fed: Directly Obtaining Private Data in Federated Learning with Modified Models
    arxiv-2110.13057 Direct Thin Ready implementation starting point
    Oct 1, 2021
  41. MVT: Multi-view Vision Transformer for 3D Object Recognition
    arxiv-2110.13083 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  42. DialFact: A Benchmark for Fact-Checking in Dialogue
    arxiv-2110.08222 Direct Thin Ready implementation starting point
    Oct 1, 2021
  43. Training Verifiers to Solve Math Word Problems
    arxiv-2110.14168 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  44. Control Prefixes for Parameter-Efficient Text Generation
    arxiv-2110.08329 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  45. Few-Shot Bot: Prompt-Based Learning for Dialogue Systems
    arxiv-2110.08118 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  46. DocTr: Document Image Transformer for Geometric Unwarping and Illumination Correction
    arxiv-2110.12942 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  47. BiC-Net: Learning Efficient Spatio-Temporal Relation for Text-Video Retrieval
    arxiv-2110.15609 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  48. libdlr: Efficient imaginary time calculations using the discrete Lehmann representation
    arxiv-2110.06765 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  49. Couple Learning for semi-supervised sound event detection
    arxiv-2110.05809 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  50. Multitask Prompted Training Enables Zero-Shot Task Generalization
    arxiv-2110.08207 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  51. Oct 1, 2021
  52. Oct 1, 2021
  53. UniSpeech-SAT: Universal Speech Representation Learning with Speaker Aware Pre-Training
    arxiv-2110.05752 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  54. rustworkx: A High-Performance Graph Library for Python
    arxiv-2110.15221 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  55. Pentagon Functions for One-Mass Planar Scattering Amplitudes
    arxiv-2110.10111 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  56. TorchAudio: Building Blocks for Audio and Speech Processing
    arxiv-2110.15018 Direct Thin Ready implementation starting point
    Oct 1, 2021
  57. BEAMetrics: A Benchmark for Language Generation Evaluation Evaluation
    arxiv-2110.09147 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  58. Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer
    arxiv-2110.02544 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  59. Molecule3D: A Benchmark for Predicting 3D Geometries from Molecular Graphs
    arxiv-2110.01717 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  60. Oct 1, 2021
  61. Sinkformers: Transformers with Doubly Stochastic Attention
    arxiv-2110.11773 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  62. Point Transformer
    doi-10.1109_iccv48922.2021.01595 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  63. BBQ: A Hand-Built Bias Benchmark for Question Answering
    arxiv-2110.08193 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  64. Detecting Corrupted Labels Without Training a Model to Predict
    arxiv-2110.06283 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  65. Oct 1, 2021
  66. Chaos as an interpretable benchmark for forecasting and data-driven modelling
    arxiv-2110.05266 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  67. Revisiting Batch Norm Initialization
    arxiv-2110.13989 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  68. HyperTeNet: Hypergraph and Transformer-based Neural Network for Personalized List Continuation
    arxiv-2110.01467 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  69. A Versatile and Efficient Reinforcement Learning Framework for Autonomous Driving
    arxiv-2110.11573 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  70. Oct 1, 2021
  71. SRT3D: A Sparse Region-Based 3D Object Tracking Approach for the Real World
    arxiv-2110.12715 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  72. S3PRL-VC: Open-source Voice Conversion Framework with Self-supervised Speech Representations
    arxiv-2110.06280 Direct Thin Ready implementation starting point
    Oct 1, 2021
  73. Improving Fairness via Federated Learning
    arxiv-2110.15545 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  74. Planning from Pixels in Environments with Combinatorially Hard Search Spaces
    arxiv-2110.06149 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  75. MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer
    arxiv-2110.02178 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  76. Compositional Attention: Disentangling Search and Retrieval
    arxiv-2110.09419 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  77. Co-clustering of Spatially Resolved Transcriptomic Data
    arxiv-2110.04872 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  78. AIR-Net: Adaptive and Implicit Regularization Neural Network for Matrix Completion
    arxiv-2110.07557 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  79. Molformer: Motif-based Transformer on 3D Heterogeneous Molecular Graphs
    arxiv-2110.01191 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  80. Double Encoder-Decoder Networks for Gastrointestinal Polyp Segmentation
    arxiv-2110.01939 Direct Thin Ready implementation starting point
    Oct 1, 2021
  81. Probabilistic Numerical Method of Lines for Time-Dependent Partial Differential Equations
    arxiv-2110.11847 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  82. ClimateGAN: Raising Climate Change Awareness by Generating Images of Floods
    arxiv-2110.02871 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  83. Hierarchical Transformers Are More Efficient Language Models
    arxiv-2110.13711 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  84. Online multiple testing with super-uniformity reward
    arxiv-2110.01255 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  85. Oct 1, 2021
  86. NeRV: Neural Representations for Videos
    arxiv-2110.13903 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  87. The Dawn of Quantum Natural Language Processing
    arxiv-2110.06510 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  88. Ego4D: Around the World in 3,000 Hours of Egocentric Video
    arxiv-2110.07058 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  89. RTSNet: Learning to Smooth in Partially Known State-Space Models (Preprint)
    arxiv-2110.04717 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  90. Efficient Training of Audio Transformers with Patchout
    arxiv-2110.05069 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  91. SSAST: Self-Supervised Audio Spectrogram Transformer
    arxiv-2110.09784 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  92. Oct 1, 2021
  93. Specificity-preserving RGB-D Saliency Detection
    doi-10.1007_s41095-022-0268-6 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  94. Salient Phrase Aware Dense Retrieval: Can a Dense Retriever Imitate a Sparse One?
    arxiv-2110.06918 Direct Thin Ready implementation starting point
    Oct 1, 2021
  95. QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization
    arxiv-2110.11331 Direct Thin Ready implementation starting point
    Oct 1, 2021
  96. Fusion of complementary 2D and 3D mesostructural datasets using generative adversarial networks
    arxiv-2110.11281 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  97. Codabench: Flexible, Easy-to-Use and Reproducible Benchmarking Platform
    arxiv-2110.05802 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  98. GeneDisco: A Benchmark for Experimental Design in Drug Discovery
    arxiv-2110.11875 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  99. Generalized Out-of-Distribution Detection: A Survey
    arxiv-2110.11334 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  100. MarkupLM: Pre-training of Text and Markup Language for Visually-rich Document Understanding
    arxiv-2110.08518 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  101. Large Language Models Can Be Strong Differentially Private Learners
    arxiv-2110.05679 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  102. Measuring and Modeling Neighborhoods
    arxiv-2110.14014 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  103. qopt: An experiment-oriented Qubit Simulation and Quantum Optimal Control Package
    arxiv-2110.05873 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  104. Towards Continual Knowledge Learning of Language Models
    arxiv-2110.03215 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  105. Oct 1, 2021
  106. Adaptive Numerical Solution of Kadanoff-Baym Equations
    arxiv-2110.04793 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  107. LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
    arxiv-2110.08733 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  108. System Norm Regularization Methods for Koopman Operator Approximation
    arxiv-2110.09658 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  109. Oct 1, 2021
  110. r-local sensing: Improved algorithm and applications
    arxiv-2110.14034 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  111. Which picker fits my data? A quantitative evaluation of deep learning based seismic pickers
    arxiv-2110.13671 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  112. Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision
    arxiv-2110.07515 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  113. SERAB: A multi-lingual benchmark for speech emotion recognition
    arxiv-2110.03414 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  114. Multi-channel Narrow-band Deep Speech Separation with Full-band Permutation Invariant Training
    arxiv-2110.05966 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  115. mRAT-SQL+GAP:A Portuguese Text-to-SQL Transformer
    arxiv-2110.03546 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  116. TAda! Temporally-Adaptive Convolutions for Video Understanding
    arxiv-2110.06178 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  117. Deep multi-modal aggregation network for MR image reconstruction with auxiliary modality
    arxiv-2110.08080 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  118. ResNet strikes back: An improved training procedure in timm
    arxiv-2110.00476 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  119. Hierarchical information matters: Text classification via tree based graph neural network
    arxiv-2110.02047 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  120. Deep convolutional forest: a dynamic deep ensemble approach for spam detection in text
    arxiv-2110.15718 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  121. The Neural Testbed: Evaluating Joint Predictions
    arxiv-2110.04629 Direct Thin Ready implementation starting point
    Oct 1, 2021
  122. Exponential Graph is Provably Efficient for Decentralized Deep Training
    arxiv-2110.13363 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  123. Oct 1, 2021
  124. Graph Condensation for Graph Neural Networks
    arxiv-2110.07580 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  125. Quokka: A code for two-moment AMR radiation hydrodynamics on GPUs
    arxiv-2110.01792 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  126. Oct 1, 2021
  127. Training Deep Neural Networks with Joint Quantization and Pruning of Weights and Activations
    arxiv-2110.08271 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  128. Powerpropagation: A sparsity inducing weight reparameterisation
    arxiv-2110.00296 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  129. Large Scale Learning on Non-Homophilous Graphs: New Benchmarks and Strong Simple Methods
    arxiv-2110.14446 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  130. Simplest Streaming Trees
    arxiv-2110.08483 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  131. Geometric Transformers for Protein Interface Contact Prediction
    arxiv-2110.02423 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  132. Interpolating between sampling and variational inference with infinite stochastic mixtures
    arxiv-2110.09618 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  133. A meta-analytic framework to adjust for bias in external control studies
    arxiv-2110.03827 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  134. Transformers Generalize DeepSets and Can be Extended to Graphs and Hypergraphs
    arxiv-2110.14416 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  135. Mapping stellar surfaces III: An Efficient, Scalable, and Open-Source Doppler Imaging Model
    arxiv-2110.06271 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  136. MPLAPACK version 2.0.1 user manual
    arxiv-2109.13406 Sparse Thin Ready implementation starting point
    Sep 28, 2021
  137. Differentiable Factor Graph Optimization for Learning Smoothers
    doi-10.1109_iros51168.2021.9636300 Sparse Thin Ready implementation starting point
    Sep 27, 2021
  138. Sep 24, 2021
  139. Sep 10, 2021
  140. Sep 10, 2021
  141. Domain Adaptation Without Source Data
    doi-10.1109_tai.2021.3110179 Sparse Thin Ready implementation starting point
    Sep 3, 2021
  142. Optimal Target Shape for LiDAR Pose Estimation
    arxiv-2109.01181 Sparse Thin Ready implementation starting point
    Sep 2, 2021
  143. Resolution-robust Large Mask Inpainting with Fourier Convolutions
    arxiv-2109.07161 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  144. Finetuned Language Models Are Zero-Shot Learners
    arxiv-2109.01652 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  145. Uncertainty-Aware Machine Translation Evaluation
    arxiv-2109.06352 Direct Thin Ready implementation starting point
    Sep 1, 2021
  146. BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation
    arxiv-2109.04588 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  147. NeuralFMU: Towards Structural Integration of FMUs into Neural Networks
    arxiv-2109.04351 Direct Thin Ready implementation starting point
    Sep 1, 2021
  148. htof: A new open-source tool for analyzing Hipparcos, Gaia, and future astrometric missions
    arxiv-2109.06761 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  149. Multitask Balanced and Recalibrated Network for Medical Code Prediction
    arxiv-2109.02418 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  150. Exploring the Long Short-Term Dependencies to Infer Shot Influence in Badminton Matches
    arxiv-2109.06431 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  151. VoiceFixer: Toward General Speech Restoration with Neural Vocoder
    arxiv-2109.13731 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  152. Sep 1, 2021
  153. Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
    arxiv-2109.07679 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  154. Sep 1, 2021
  155. Advancing Self-supervised Monocular Depth Learning with Sparse LiDAR
    arxiv-2109.09628 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  156. LightAutoML: AutoML Solution for a Large Financial Services Ecosystem
    arxiv-2109.01528 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  157. TSM: Temporal Shift Module for Efficient and Scalable Video Understanding on Edge Device
    arxiv-2109.13227 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  158. Sep 1, 2021
  159. Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers
    arxiv-2109.03814 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  160. Sep 1, 2021
  161. Sep 1, 2021
  162. Baryonic Imprints on DM Halos: Population Statistics from Dwarf Galaxies to Galaxy Clusters
    arxiv-2109.02713 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  163. Sep 1, 2021
  164. Anchor DETR: Query Design for Transformer-Based Object Detection
    arxiv-2109.07107 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  165. A Temporal Variational Model for Story Generation
    arxiv-2109.06807 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  166. EdgeFlow: Achieving Practical Interactive Segmentation with Edge-Guided Flow
    arxiv-2109.09406 Direct Thin Ready implementation starting point
    Sep 1, 2021
  167. Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
    arxiv-2109.06304 Curated Related Thin Ready implementation starting point
    Sep 1, 2021
  168. Sep 1, 2021
  169. Large-scale Autonomous Flight with Real-time Semantic SLAM under Dense Forest Canopy
    arxiv-2109.06479 Direct Thin Ready implementation starting point
    Sep 1, 2021
  170. nnFormer: Interleaved Transformer for Volumetric Segmentation
    arxiv-2109.03201 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  171. SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
    arxiv-2109.10086 Curated Related Thin Ready implementation starting point
    Sep 1, 2021
  172. fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit
    arxiv-2109.06912 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  173. Balancing Methods for Multi-label Text Classification with Long-Tailed Class Distribution
    arxiv-2109.04712 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  174. TrOCR: Transformer-based Optical Character Recognition with Pre-trained Models
    arxiv-2109.10282 Direct Thin Ready implementation starting point
    Sep 1, 2021
  175. VideoCLIP: Contrastive Pre-training for Zero-shot Video-Text Understanding
    arxiv-2109.14084 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  176. Sep 1, 2021
  177. Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
    arxiv-2109.05750 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  178. Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization
    arxiv-2109.02934 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  179. Revisiting Tri-training of Dependency Parsers
    arxiv-2109.08122 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  180. Spline-PINN: Approaching PDEs without Data using Fast, Physics-Informed Hermite-Spline CNNs
    arxiv-2109.07143 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  181. General-Purpose Question-Answering with Macaw
    arxiv-2109.02593 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  182. Sep 1, 2021
  183. Tests of Gravitational-Wave Birefringence with the Open Gravitational-Wave Catalog
    arxiv-2109.09718 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  184. Sep 1, 2021
  185. PP-LCNet: A Lightweight CPU Convolutional Neural Network
    arxiv-2109.15099 Direct Thin Ready implementation starting point
    Sep 1, 2021
  186. Evolving Decomposed Plasticity Rules for Information-Bottlenecked Meta-Learning
    arxiv-2109.03554 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  187. Neural Latents Benchmark '21: Evaluating latent variable models of neural population activity
    arxiv-2109.04463 Direct Thin Ready implementation starting point
    Sep 1, 2021
  188. Primer: Searching for Efficient Transformers for Language Modeling
    arxiv-2109.08668 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  189. Sep 1, 2021
  190. DA-MUSIC: Data-Driven DoA Estimation via Deep Augmented MUSIC Algorithm
    arxiv-2109.10581 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  191. KITTI-360: A Novel Dataset and Benchmarks for Urban Scene Understanding in 2D and 3D
    arxiv-2109.13410 Direct Thin Ready implementation starting point
    Sep 1, 2021
  192. Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning
    arxiv-2109.05687 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  193. Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs
    arxiv-2109.08925 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  194. Enhancing Unsupervised Anomaly Detection with Score-Guided Network
    arxiv-2109.04684 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  195. Developing and experimenting with LEO satellite constellations in OMNeT++
    arxiv-2109.12046 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  196. One-Hot Graph Encoder Embedding
    arxiv-2109.13098 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  197. Formalizing and Estimating Distribution Inference Risks
    arxiv-2109.06024 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  198. The NiuTrans System for WNGT 2020 Efficiency Task
    arxiv-2109.08008 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  199. Uncovering the Limits of Text-based Emotion Detection
    arxiv-2109.01900 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  200. Sep 1, 2021
  201. Sep 1, 2021
  202. Simple Post-Training Robustness Using Test Time Augmentations and Random Forest
    arxiv-2109.08191 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  203. HPOBench: A Collection of Reproducible Multi-Fidelity Benchmark Problems for HPO
    arxiv-2109.06716 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  204. Sep 1, 2021
  205. Perceptual Learned Video Compression with Recurrent Conditional GAN
    arxiv-2109.03082 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  206. Transformer Networks for Data Augmentation of Human Physical Activity Recognition
    arxiv-2109.01081 Curated Related Thin Ready implementation starting point
    Sep 1, 2021
  207. SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking
    arxiv-2109.10399 Direct Thin Ready implementation starting point
    Sep 1, 2021
  208. Hybrid modeling of the human cardiovascular system using NeuralFMUs
    arxiv-2109.04880 Direct Thin Ready implementation starting point
    Sep 1, 2021
  209. Towards Transferable Adversarial Attacks on Vision Transformers
    arxiv-2109.04176 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  210. Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars
    arxiv-2109.04939 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  211. Explainability Requires Interactivity
    arxiv-2109.07869 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  212. Heterogeneity-aware Twitter Bot Detection with Relational Graph Transformers
    arxiv-2109.02927 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  213. Stochastic Physics-Informed Neural Ordinary Differential Equations
    arxiv-2109.01621 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  214. Fast Succinct Retrieval and Approximate Membership using Ribbon
    arxiv-2109.01892 Direct Thin Ready implementation starting point
    Sep 1, 2021
  215. Clustering performance analysis using a new correlation-based cluster validity index
    arxiv-2109.11172 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  216. Sep 1, 2021
  217. Mutual Consistency Learning for Semi-supervised Medical Image Segmentation
    arxiv-2109.09960 Direct Thin Ready implementation starting point
    Sep 1, 2021
  218. Sep 1, 2021
  219. Localizing Objects with Self-Supervised Transformers and no Labels
    arxiv-2109.14279 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  220. $\mathcal{L}_1$ Adaptive Augmentation for Geometric Tracking Control of Quadrotors
    arxiv-2109.06998 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  221. ActionCLIP: A New Paradigm for Video Action Recognition
    arxiv-2109.08472 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  222. ISyNet: Convolutional Neural Networks design for AI accelerator
    arxiv-2109.01932 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  223. GRiD: GPU-Accelerated Rigid Body Dynamics with Analytical Gradients
    arxiv-2109.06976 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  224. Illuminating Diverse Neural Cellular Automata for Level Generation
    arxiv-2109.05489 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  225. Label-Assemble: Leveraging Multiple Datasets with Partial Labels
    arxiv-2109.12265 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  226. Semi-Supervised Learning using Siamese Networks
    arxiv-2109.00794 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  227. Learning Kernel-Smoothed Machine Translation with Retrieved Examples
    arxiv-2109.09991 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  228. An Empirical Study of Graph Contrastive Learning
    arxiv-2109.01116 Direct Thin Ready implementation starting point
    Sep 1, 2021
  229. Might I Get Pwned: A Second Generation Compromised Credential Checking Service
    arxiv-2109.14490 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  230. Deep Contextual Video Compression
    arxiv-2109.15047 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  231. Learning Mathematical Properties of Integers
    arxiv-2109.07230 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  232. CDTrans: Cross-domain Transformer for Unsupervised Domain Adaptation
    arxiv-2109.06165 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  233. Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers
    arxiv-2109.10686 Direct Thin Ready implementation starting point
    Sep 1, 2021
  234. Cartography Active Learning
    arxiv-2109.04282 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  235. Sep 1, 2021
  236. Zero-Shot Out-of-Distribution Detection Based on the Pre-trained Model CLIP
    arxiv-2109.02748 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  237. Pre-trained Gaussian Processes for Bayesian Optimization
    arxiv-2109.08215 Direct Thin Ready implementation starting point
    Sep 1, 2021
  238. Long-Range Transformers for Dynamic Spatiotemporal Forecasting
    arxiv-2109.12218 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  239. Transformer Models for Text Coherence Assessment
    arxiv-2109.02176 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  240. Better Self-training for Image Classification through Self-supervision
    arxiv-2109.00778 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  241. Photospheric Prompt Emission From Long Gamma Ray Burst Simulations -- II. Spectropolarimetry
    arxiv-2108.11412 Sparse Thin Ready implementation starting point
    Aug 25, 2021
  242. Flow: A Modular Learning Framework for Mixed Autonomy Traffic
    doi-10.1109_tro.2021.3087314 Sparse Thin Ready implementation starting point
    Aug 24, 2021
  243. Improving generative adversarial network inversion via fine-tuning GAN encoders
    arxiv-2108.10201 Sparse Thin Ready implementation starting point
    Aug 23, 2021
  244. Machine Learning Approaches to Identify Thresholds in a Heat-Health Warning System Context
    doi-10.1111_rssa.12745 Sparse Thin Ready implementation starting point
    Aug 23, 2021
  245. Specificity-preserving RGB-D Saliency Detection
    arxiv-2108.08162 Sparse Thin Ready implementation starting point
    Aug 18, 2021
  246. Interpreting and improving deep-learning models with reality checks
    arxiv-2108.06847 Sparse Thin Ready implementation starting point
    Aug 16, 2021
  247. Global Self-Attention as a Replacement for Graph Convolution
    arxiv-2108.03348 Direct Thin Ready implementation starting point
    Aug 7, 2021
  248. Aug 1, 2021
  249. DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction
    arxiv-2108.09091 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  250. Uniform Sampling over Episode Difficulty
    arxiv-2108.01662 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  251. From Two to One: A New Scene Text Recognizer with Visual Language Modeling Network
    arxiv-2108.09661 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  252. Differentiable Prompt Makes Pre-trained Language Models Better Few-shot Learners
    arxiv-2108.13161 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  253. Thermostat: A Large Collection of NLP Model Explanations and Analysis Tools
    arxiv-2108.13961 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  254. Aug 1, 2021
  255. VisEvent: Reliable Object Tracking via Collaboration of Frame and Event Flows
    arxiv-2108.05015 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  256. DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network
    arxiv-2108.09628 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  257. Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation
    arxiv-2108.12409 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  258. Aug 1, 2021
  259. Learned holographic light transport
    arxiv-2108.08253 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  260. Learning Open-World Object Proposals without Learning to Classify
    arxiv-2108.06753 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  261. Automatic Polyp Segmentation via Multi-scale Subtraction Network
    arxiv-2108.05082 Direct Thin Ready implementation starting point
    Aug 1, 2021
  262. DGCN: Diversified Recommendation with Graph Convolutional Networks
    arxiv-2108.06952 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  263. Conditional DETR for Fast Training Convergence
    arxiv-2108.06152 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  264. BadEncoder: Backdoor Attacks to Pre-trained Encoders in Self-Supervised Learning
    arxiv-2108.00352 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  265. Multi-Head Self-Attention via Vision Transformer for Zero-Shot Learning
    arxiv-2108.00045 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  266. Aug 1, 2021
  267. StyleGAN-NADA: CLIP-Guided Domain Adaptation of Image Generators
    arxiv-2108.00946 Curated Related Thin Ready implementation starting point
    Aug 1, 2021
  268. Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance
    arxiv-2108.00644 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  269. Spatio-Temporal Dynamic Inference Network for Group Activity Recognition
    arxiv-2108.11743 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  270. DEMix Layers: Disentangling Domains for Modular Language Modeling
    arxiv-2108.05036 Direct Thin Ready implementation starting point
    Aug 1, 2021
  271. Dealing with Typos for BERT-based Passage Retrieval and Ranking
    arxiv-2108.12139 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  272. Too Many, Too Improbable: testing joint hypotheses and closed testing shortcuts
    arxiv-2108.04731 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  273. A Systematic Benchmarking Analysis of Transfer Learning for Medical Image Analysis
    arxiv-2108.05930 Direct Thin Ready implementation starting point
    Aug 1, 2021
  274. Federated Multi-Task Learning under a Mixture of Distributions
    arxiv-2108.10252 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  275. SNIP: An Adaptation of Sorted Neighborhood Methods for Deduplicating Pedigree Data
    arxiv-2108.08773 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  276. Clustering with UMAP: Why and How Connectivity Matters
    arxiv-2108.05525 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  277. An Effective and Robust Detector for Logo Detection
    arxiv-2108.00422 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  278. D3D-HOI: Dynamic 3D Human-Object Interactions from Videos
    arxiv-2108.08420 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  279. Aug 1, 2021
  280. SwinIR: Image Restoration Using Swin Transformer
    arxiv-2108.10257 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  281. Model-agnostic vs. Model-intrinsic Interpretability for Explainable Product Search
    arxiv-2108.05317 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  282. Analytic Gaussian Covariance Matrices for Galaxy $N$-Point Correlation Functions
    arxiv-2108.01714 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  283. MUSIQ: Multi-scale Image Quality Transformer
    arxiv-2108.05997 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  284. DRAEM -- A discriminatively trained reconstruction embedding for surface anomaly detection
    arxiv-2108.07610 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  285. Solo-learn: A Library of Self-supervised Methods for Visual Representation Learning
    arxiv-2108.01775 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  286. M-ar-K-Fast Independent Component Analysis
    arxiv-2108.07908 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  287. Aug 1, 2021
  288. LT-OCF: Learnable-Time ODE-based Collaborative Filtering
    arxiv-2108.06208 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  289. TOOD: Task-aligned One-stage Object Detection
    arxiv-2108.07755 Direct Thin Ready implementation starting point
    Aug 1, 2021
  290. Plan-then-Generate: Controlled Data-to-Text Generation via Planning
    arxiv-2108.13740 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  291. Averaged circuit eigenvalue sampling
    arxiv-2108.05803 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  292. Configurable sublinear circuits for quantum state preparation
    arxiv-2108.10182 Direct Thin Ready implementation starting point
    Aug 1, 2021
  293. Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks
    arxiv-2108.00298 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  294. Sequoia: A Software Framework to Unify Continual Learning Research
    arxiv-2108.01005 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  295. End-to-End Urban Driving by Imitating a Reinforcement Learning Coach
    arxiv-2108.08265 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  296. Improving Mini-batch Optimal Transport via Partial Transportation
    arxiv-2108.09645 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  297. LOT: A Story-Centric Benchmark for Evaluating Chinese Long Text Understanding and Generation
    arxiv-2108.12960 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  298. Symmetries, Safety, and Self-Supervision
    arxiv-2108.04253 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  299. Universal Cross-Domain Retrieval: Generalizing Across Classes and Domains
    arxiv-2108.08356 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  300. Adversarial Motorial Prototype Framework for Open Set Recognition
    arxiv-2108.04225 Sparse Thin Ready implementation starting point
    Aug 1, 2021
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