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300 canonical paper links on this archive page.

  1. Jan 1, 2022
  2. Jan 1, 2022
  3. Progressive Video Summarization via Multimodal Self-supervised Learning
    arxiv-2201.02494 Sparse Thin Ready implementation starting point
    Jan 1, 2022
  4. M-SENA: An Integrated Platform for Multimodal Sentiment Analysis
    doi-10.18653_v1_2022.acl-demo.20 Sparse Thin Ready implementation starting point
    Jan 1, 2022
  5. A global stochastic optimization particle filter algorithm
    doi-10.1093_biomet_asab067 Sparse Thin Ready implementation starting point
    Dec 26, 2021
  6. Dec 1, 2021
  7. Distilled Dual-Encoder Model for Vision-Language Understanding
    arxiv-2112.08723 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  8. An original model for multi-target learning of logical rules for knowledge graph reasoning
    arxiv-2112.06189 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  9. EABlock: A Declarative Entity Alignment Block for Knowledge Graph Creation Pipelines
    arxiv-2112.07493 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  10. EvoMoE: An Evolutional Mixture-of-Experts Training Framework via Dense-To-Sparse Gate
    arxiv-2112.14397 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  11. Long Context Question Answering via Supervised Contrastive Learning
    arxiv-2112.08777 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  12. Maximum Bayes Smatch Ensemble Distillation for AMR Parsing
    arxiv-2112.07790 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  13. VMAgent: Scheduling Simulator for Reinforcement Learning
    arxiv-2112.04785 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  14. Learning to Share in Multi-Agent Reinforcement Learning
    arxiv-2112.08702 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  15. Multimodal Image Synthesis and Editing: The Generative AI Era
    arxiv-2112.13592 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  16. Up to 100$\times$ Faster Data-free Knowledge Distillation
    arxiv-2112.06253 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  17. CrossLoc: Scalable Aerial Localization Assisted by Multimodal Synthetic Data
    arxiv-2112.09081 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  18. A Fast Knowledge Distillation Framework for Visual Recognition
    arxiv-2112.01528 Sparse Thin Ready implementation starting point
    Dec 1, 2021
  19. Learning Symbolic Rules for Reasoning in Quasi-Natural Language
    arxiv-2111.12038 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  20. Dictionary-based Low-Rank Approximations and the Mixed Sparse Coding problem
    arxiv-2111.12399 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  21. Auto-Encoding Score Distribution Regression for Action Quality Assessment
    arxiv-2111.11029 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  22. Learning Distilled Collaboration Graph for Multi-Agent Perception
    arxiv-2111.00643 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  23. A Trainable Spectral-Spatial Sparse Coding Model for Hyperspectral Image Restoration
    arxiv-2111.09708 Sparse Thin Ready implementation starting point
    Nov 1, 2021
  24. A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets
    arxiv-2110.04698 Sparse Thin Ready implementation starting point
    Oct 10, 2021
  25. A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets
    doi-10.48550_arxiv.2110.04698 Sparse Thin Ready implementation starting point
    Oct 10, 2021
  26. Discovering and Achieving Goals via World Models
    arxiv-2110.09514 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  27. Multi-Agent Constrained Policy Optimisation
    arxiv-2110.02793 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  28. K-Wav2vec 2.0: Automatic Speech Recognition based on Joint Decoding of Graphemes and Syllables
    arxiv-2110.05172 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  29. KNOT: Knowledge Distillation using Optimal Transport for Solving NLP Tasks
    arxiv-2110.02432 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  30. Fast Multimodal Journey Planning for Three Criteria
    arxiv-2110.12954 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  31. Oct 1, 2021
  32. CLIP-Adapter: Better Vision-Language Models with Feature Adapters
    arxiv-2110.04544 Curated Related Thin Ready implementation starting point
    Oct 1, 2021
  33. TEACh: Task-driven Embodied Agents that Chat
    arxiv-2110.00534 Sparse Thin Ready implementation starting point
    Oct 1, 2021
  34. Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
    arxiv-2109.11251 Sparse Thin Ready implementation starting point
    Sep 23, 2021
  35. Trust Region Policy Optimisation in Multi-Agent Reinforcement Learning
    doi-10.48550_arxiv.2109.11251 Sparse Thin Ready implementation starting point
    Sep 23, 2021
  36. ReaSCAN: Compositional Reasoning in Language Grounding
    arxiv-2109.08994 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  37. CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
    arxiv-2109.11797 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  38. PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
    arxiv-2109.05093 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  39. Segmentation with mixed supervision: Confidence maximization helps knowledge distillation
    arxiv-2109.10902 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  40. Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation
    arxiv-2109.00368 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  41. Visually Grounded Reasoning across Languages and Cultures
    arxiv-2109.13238 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  42. Vision-and-Language or Vision-for-Language? On Cross-Modal Influence in Multimodal Transformers
    arxiv-2109.04448 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  43. Learning to Prompt for Vision-Language Models
    arxiv-2109.01134 Sparse Thin Ready implementation starting point
    Sep 1, 2021
  44. Simulation and estimation of an agent-based market-model with a matching engine
    arxiv-2108.07806 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  45. Retrieval Augmented Code Generation and Summarization
    arxiv-2108.11601 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  46. WarpDrive: Extremely Fast End-to-End Deep Multi-Agent Reinforcement Learning on a GPU
    arxiv-2108.13976 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  47. Transferring Knowledge Distillation for Multilingual Social Event Detection
    arxiv-2108.03084 Sparse Thin Ready implementation starting point
    Aug 1, 2021
  48. MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
    arxiv-2107.07502 Sparse Thin Ready implementation starting point
    Jul 1, 2021
  49. Jul 1, 2021
  50. Adaptive wavelet distillation from neural networks through interpretations
    arxiv-2107.09145 Sparse Thin Ready implementation starting point
    Jul 1, 2021
  51. Teaching Agents how to Map: Spatial Reasoning for Multi-Object Navigation
    arxiv-2107.06011 Sparse Thin Ready implementation starting point
    Jul 1, 2021
  52. Jun 24, 2021
  53. Entropy-based Logic Explanations of Neural Networks
    arxiv-2106.06804 Sparse Thin Ready implementation starting point
    Jun 12, 2021
  54. Discriminative Reasoning for Document-level Relation Extraction
    arxiv-2106.01562 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  55. Alignment and Comparison of Directed Networks via Transition Couplings of Random Walks
    arxiv-2106.07106 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  56. Does Knowledge Distillation Really Work?
    arxiv-2106.05945 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  57. Feature Alignment as a Generative Process
    arxiv-2106.12562 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  58. DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
    arxiv-2106.01978 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  59. Predify: Augmenting deep neural networks with brain-inspired predictive coding dynamics
    arxiv-2106.02749 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  60. Transformer-based Spatial-Temporal Feature Learning for EEG Decoding
    arxiv-2106.11170 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  61. Encoding physics to learn reaction-diffusion processes
    arxiv-2106.04781 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  62. Reliable Adversarial Distillation with Unreliable Teachers
    arxiv-2106.04928 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  63. Contrastive Reinforcement Learning of Symbolic Reasoning Domains
    arxiv-2106.09146 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  64. Temporal Predictive Coding For Model-Based Planning In Latent Space
    arxiv-2106.07156 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  65. On the relationship between predictive coding and backpropagation
    arxiv-2106.13082 Sparse Thin Ready implementation starting point
    Jun 1, 2021
  66. R3Det: Refined Single-Stage Detector with Feature Refinement for Rotating Object
    doi-10.1609_aaai.v35i4.16426 Sparse Thin Ready implementation starting point
    May 18, 2021
  67. Hybrid Encoding For Generating Large Scale Game Level Patterns With Local Variations
    arxiv-2105.12960 Sparse Thin Ready implementation starting point
    May 1, 2021
  68. Data-Free Knowledge Distillation for Heterogeneous Federated Learning
    arxiv-2105.10056 Sparse Thin Ready implementation starting point
    May 1, 2021
  69. Fact-driven Logical Reasoning for Machine Reading Comprehension
    arxiv-2105.10334 Sparse Thin Ready implementation starting point
    May 1, 2021
  70. e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks
    arxiv-2105.03761 Sparse Thin Ready implementation starting point
    May 1, 2021
  71. Logic-Driven Context Extension and Data Augmentation for Logical Reasoning of Text
    arxiv-2105.03659 Sparse Thin Ready implementation starting point
    May 1, 2021
  72. Towards Compact Single Image Super-Resolution via Contrastive Self-distillation
    arxiv-2105.11683 Sparse Thin Ready implementation starting point
    May 1, 2021
  73. Boosting Light-Weight Depth Estimation Via Knowledge Distillation
    arxiv-2105.06143 Sparse Thin Ready implementation starting point
    May 1, 2021
  74. Autoencoding Under Normalization Constraints
    arxiv-2105.05735 Sparse Thin Ready implementation starting point
    May 1, 2021
  75. New Insights on Reducing Abrupt Representation Change in Online Continual Learning
    doi-10.48550_arxiv.2104.05025 Sparse Thin Ready implementation starting point
    Apr 11, 2021
  76. Apr 1, 2021
  77. BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
    arxiv-2104.13371 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  78. Multimodal Entity Linking for Tweets
    arxiv-2104.03236 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  79. Seeing Out of tHe bOx: End-to-End Pre-training for Vision-Language Representation Learning
    arxiv-2104.03135 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  80. Apr 1, 2021
  81. TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding
    arxiv-2104.10652 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  82. Misinfo Reaction Frames: Reasoning about Readers' Reactions to News Headlines
    arxiv-2104.08790 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  83. Visual Alignment Constraint for Continuous Sign Language Recognition
    arxiv-2104.02330 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  84. Apr 1, 2021
  85. Multimodal Object Detection via Probabilistic Ensembling
    arxiv-2104.02904 Sparse Thin Ready implementation starting point
    Apr 1, 2021
  86. Apr 1, 2021
  87. Discovering Diverse Multi-Agent Strategic Behavior via Reward Randomization
    arxiv-2103.04564 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  88. MDMMT: Multidomain Multimodal Transformer for Video Retrieval
    arxiv-2103.10699 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  89. DAGN: Discourse-Aware Graph Network for Logical Reasoning
    arxiv-2103.14349 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  90. Mar 1, 2021
  91. WIT: Wikipedia-based Image Text Dataset for Multimodal Multilingual Machine Learning
    arxiv-2103.01913 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  92. PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop
    arxiv-2103.16507 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  93. Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
    arxiv-2103.15084 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  94. Neural Multi-Hop Reasoning With Logical Rules on Biomedical Knowledge Graphs
    arxiv-2103.10367 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  95. RAGA: Relation-aware Graph Attention Networks for Global Entity Alignment
    arxiv-2103.00791 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  96. Multi-agent Reinforcement Learning in OpenSpiel: A Reproduction Report
    arxiv-2103.00187 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  97. Spatial Dual-Modality Graph Reasoning for Key Information Extraction
    arxiv-2103.14470 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  98. The Surprising Effectiveness of PPO in Cooperative, Multi-Agent Games
    arxiv-2103.01955 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  99. TransBTS: Multimodal Brain Tumor Segmentation Using Transformer
    arxiv-2103.04430 Sparse Thin Ready implementation starting point
    Mar 1, 2021
  100. Rethinking Soft Labels for Knowledge Distillation: A Bias-Variance Tradeoff Perspective
    arxiv-2102.00650 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  101. Rethinking the Implementation Matters in Cooperative Multi-Agent Reinforcement Learning
    arxiv-2102.03479 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  102. MAPFAST: A Deep Algorithm Selector for Multi Agent Path Finding using Shortest Path Embeddings
    arxiv-2102.12461 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  103. Predictive coding feedback results in perceived illusory contours in a recurrent neural network
    arxiv-2102.01955 Sparse Thin Ready implementation starting point
    Feb 1, 2021
  104. Distilling Knowledge by Mimicking Features
    doi-10.1109_tpami.2021.3103973 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  105. Deep Joint Source Channel Coding for WirelessImage Transmission with OFDM
    arxiv-2101.03909 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  106. Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup
    doi-10.18653_v1_2021.repl4nlp-1.31 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  107. Jan 1, 2021
  108. Contextual Non-Local Alignment over Full-Scale Representation for Text-Based Person Search
    arxiv-2101.03036 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  109. A Conflict-Based Search Framework for Multi-Objective Multi-Agent Path Finding
    arxiv-2101.03805 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  110. Word Alignment by Fine-tuning Embeddings on Parallel Corpora
    arxiv-2101.08231 Sparse Thin Ready implementation starting point
    Jan 1, 2021
  111. Dec 1, 2020
  112. ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning
    arxiv-2012.15283 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  113. Cross-Layer Distillation with Semantic Calibration
    arxiv-2012.03236 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  114. xERTE: Explainable Reasoning on Temporal Knowledge Graphs for Forecasting Future Links
    arxiv-2012.15537 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  115. Wireless Image Transmission Using Deep Source Channel Coding With Attention Modules
    arxiv-2012.00533 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  116. Progressive Network Grafting for Few-Shot Knowledge Distillation
    arxiv-2012.04915 Sparse Thin Ready implementation starting point
    Dec 1, 2020
  117. Is Private Learning Possible with Instance Encoding?
    arxiv-2011.05315 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  118. Channel-wise Knowledge Distillation for Dense Prediction
    arxiv-2011.13256 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  119. Time Series Change Point Detection with Self-Supervised Contrastive Predictive Coding
    arxiv-2011.14097 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  120. Nov 1, 2020
  121. Hurricane Forecasting: A Novel Multimodal Machine Learning Framework
    arxiv-2011.06125 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  122. MM-COVID: A Multilingual and Multimodal Data Repository for Combating COVID-19 Disinformation
    arxiv-2011.04088 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  123. Solving Physics Puzzles by Reasoning about Paths
    arxiv-2011.07357 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  124. What Did You Think Would Happen? Explaining Agent Behaviour Through Intended Outcomes
    arxiv-2011.05064 Sparse Thin Ready implementation starting point
    Nov 1, 2020
  125. MADER: Trajectory Planner in Multi-Agent and Dynamic Environments
    arxiv-2010.11061 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  126. Multi-Agent Collaboration via Reward Attribution Decomposition
    arxiv-2010.08531 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  127. PRover: Proof Generation for Interpretable Reasoning over Rules
    arxiv-2010.02830 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  128. Why Skip If You Can Combine: A Simple Knowledge Distillation Technique for Intermediate Layers
    arxiv-2010.03034 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  129. Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
    arxiv-2010.03790 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  130. Goal-GAN: Multimodal Trajectory Prediction Based on Goal Position Estimation
    arxiv-2010.01114 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  131. Decoding Methods for Neural Narrative Generation
    arxiv-2010.07375 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  132. On the Potential of Lexico-logical Alignments for Semantic Parsing to SQL Queries
    arxiv-2010.11246 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  133. Mastering Atari with Discrete World Models
    arxiv-2010.02193 Sparse Thin Ready implementation starting point
    Oct 1, 2020
  134. Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
    doi-10.1162_tacl_a_00334 Sparse Thin Ready implementation starting point
    Sep 30, 2020
  135. Sep 1, 2020
  136. TernaryBERT: Distillation-aware Ultra-low Bit BERT
    arxiv-2009.12812 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  137. Residual Feature Distillation Network for Lightweight Image Super-Resolution
    arxiv-2009.11551 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  138. PettingZoo: Gym for Multi-Agent Reinforcement Learning
    arxiv-2009.14471 Curated Related Thin Ready implementation starting point
    Sep 1, 2020
  139. Visual Pivoting for (Unsupervised) Entity Alignment
    arxiv-2009.13603 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  140. Double Graph Based Reasoning for Document-level Relation Extraction
    arxiv-2009.13752 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  141. Autoregressive Knowledge Distillation through Imitation Learning
    arxiv-2009.07253 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  142. Edges and Endpoints in 21-cm Observations from Resonant Photon Production
    arxiv-2009.03899 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  143. Scale-Localized Abstract Reasoning
    arxiv-2009.09405 Sparse Thin Ready implementation starting point
    Sep 1, 2020
  144. Relational Reflection Entity Alignment
    arxiv-2008.07962 Sparse Thin Ready implementation starting point
    Aug 1, 2020
  145. Aug 1, 2020
  146. Learning Game-Theoretic Models of Multiagent Trajectories Using Implicit Layers
    arxiv-2008.07303 Sparse Thin Ready implementation starting point
    Aug 1, 2020
  147. Crystallography companion agent for high-throughput materials discovery
    arxiv-2008.00283 Sparse Thin Ready implementation starting point
    Aug 1, 2020
  148. QPLEX: Duplex Dueling Multi-Agent Q-Learning
    arxiv-2008.01062 Sparse Thin Ready implementation starting point
    Aug 1, 2020
  149. Neural Logic Reasoning
    arxiv-2008.09514 Sparse Thin Ready implementation starting point
    Aug 1, 2020
  150. LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning
    arxiv-2007.08124 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  151. One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control
    arxiv-2007.04976 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  152. Jul 1, 2020
  153. Learning and Reasoning with the Graph Structure Representation in Robotic Surgery
    arxiv-2007.03357 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  154. Align then Summarize: Automatic Alignment Methods for Summarization Corpus Creation
    arxiv-2007.07841 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  155. Gradient waveform design for tensor-valued encoding in diffusion MRI
    arxiv-2007.07631 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  156. Visual Reasoning Strategies for Effect Size Judgments and Decisions
    arxiv-2007.14516 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  157. Learning Reasoning Strategies in End-to-End Differentiable Proving
    arxiv-2007.06477 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  158. A Study on Encodings for Neural Architecture Search
    arxiv-2007.04965 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  159. Knowledge Distillation for Multi-task Learning
    arxiv-2007.06889 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  160. Mirostat: A Neural Text Decoding Algorithm that Directly Controls Perplexity
    arxiv-2007.14966 Sparse Thin Ready implementation starting point
    Jul 1, 2020
  161. CytOpT: Optimal Transport with Domain Adaptation for Interpreting Flow Cytometry data
    arxiv-2006.09003 Sparse Thin Ready implementation starting point
    Jun 16, 2020
  162. Situated and Interactive Multimodal Conversations
    arxiv-2006.01460 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  163. Structured Multimodal Attentions for TextVQA
    arxiv-2006.00753 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  164. Learning to Incentivize Other Learning Agents
    arxiv-2006.06051 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  165. Jun 1, 2020
  166. Randomized Entity-wise Factorization for Multi-Agent Reinforcement Learning
    arxiv-2006.04222 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  167. Rethinking Positional Encoding in Language Pre-training
    arxiv-2006.15595 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  168. Knowledge Distillation Meets Self-Supervision
    arxiv-2006.07114 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  169. GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training
    arxiv-2006.09963 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  170. Efficient Reasoning in Regular Boardgames
    arxiv-2006.08295 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  171. Jun 1, 2020
  172. Self-supervised Knowledge Distillation for Few-shot Learning
    arxiv-2006.09785 Sparse Thin Ready implementation starting point
    Jun 1, 2020
  173. Neural Collaborative Reasoning
    arxiv-2005.08129 Sparse Thin Ready implementation starting point
    May 1, 2020
  174. ViTAA: Visual-Textual Attributes Alignment in Person Search by Natural Language
    arxiv-2005.07327 Sparse Thin Ready implementation starting point
    May 1, 2020
  175. Reasoning with Latent Structure Refinement for Document-Level Relation Extraction
    arxiv-2005.06312 Sparse Thin Ready implementation starting point
    May 1, 2020
  176. May 1, 2020
  177. MISA: Modality-Invariant and -Specific Representations for Multimodal Sentiment Analysis
    arxiv-2005.03545 Sparse Thin Ready implementation starting point
    May 1, 2020
  178. Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
    arxiv-2005.00646 Sparse Thin Ready implementation starting point
    May 1, 2020
  179. Deep ConvLSTM with self-attention for human activity decoding using wearables
    arxiv-2005.00698 Sparse Thin Ready implementation starting point
    May 1, 2020
  180. Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search
    arxiv-2005.11129 Sparse Thin Ready implementation starting point
    May 1, 2020
  181. The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes
    arxiv-2005.04790 Sparse Thin Ready implementation starting point
    May 1, 2020
  182. ESPRIT: Explaining Solutions to Physical Reasoning Tasks
    arxiv-2005.00730 Sparse Thin Ready implementation starting point
    May 1, 2020
  183. Planning to Explore via Self-Supervised World Models
    arxiv-2005.05960 Sparse Thin Ready implementation starting point
    May 1, 2020
  184. Vector-Quantized Autoregressive Predictive Coding
    arxiv-2005.08392 Sparse Thin Ready implementation starting point
    May 1, 2020
  185. Contrastive Self-Supervised Learning for Commonsense Reasoning
    arxiv-2005.00669 Sparse Thin Ready implementation starting point
    May 1, 2020
  186. Adaptive Transformers for Learning Multimodal Representations
    arxiv-2005.07486 Sparse Thin Ready implementation starting point
    May 1, 2020
  187. D4RL: Datasets for Deep Data-Driven Reinforcement Learning
    doi-10.48550_arxiv.2004.07219 Sparse Thin Ready implementation starting point
    Apr 15, 2020
  188. Apr 1, 2020
  189. Apr 1, 2020
  190. Incorporating External Knowledge through Pre-training for Natural Language to Code Generation
    arxiv-2004.09015 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  191. PODNet: Pooled Outputs Distillation for Small-Tasks Incremental Learning
    arxiv-2004.13513 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  192. Coreferential Reasoning Learning for Language Representation
    arxiv-2004.06870 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  193. Injecting Numerical Reasoning Skills into Language Models
    arxiv-2004.04487 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  194. Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
    arxiv-2004.06165 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  195. It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction
    arxiv-2004.02025 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  196. End-to-End Slot Alignment and Recognition for Cross-Lingual NLU
    arxiv-2004.14353 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  197. Multimodal Image Synthesis with Conditional Implicit Maximum Likelihood Estimation
    arxiv-2004.03590 Sparse Thin Ready implementation starting point
    Apr 1, 2020
  198. FACMAC: Factored Multi-Agent Centralised Policy Gradients
    arxiv-2003.06709 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  199. Gimme Signals: Discriminative signal encoding for multimodal activity recognition
    arxiv-2003.06156 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  200. Deep Relational Reasoning Graph Network for Arbitrary Shape Text Detection
    arxiv-2003.07493 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  201. Technology dictates algorithms: Recent developments in read alignment
    arxiv-2003.00110 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  202. BARK: Open Behavior Benchmarking in Multi-Agent Environments
    arxiv-2003.02604 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  203. StyleGAN2 Distillation for Feed-forward Image Manipulation
    arxiv-2003.03581 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  204. On Broadcasting Time in the Model of Travelling Agents
    arxiv-2003.08501 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  205. Deep Soft Procrustes for Markerless Volumetric Sensor Alignment
    arxiv-2003.10176 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  206. Squeezed Deep 6DoF Object Detection Using Knowledge Distillation
    arxiv-2003.13586 Sparse Thin Ready implementation starting point
    Mar 1, 2020
  207. Feb 1, 2020
  208. Feb 1, 2020
  209. Improving Face Recognition from Hard Samples via Distribution Distillation Loss
    arxiv-2002.03662 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  210. Query2box: Reasoning over Knowledge Graphs in Vector Space using Box Embeddings
    arxiv-2002.05969 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  211. UnMask: Adversarial Detection and Defense Through Robust Feature Alignment
    arxiv-2002.09576 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  212. Stratified Rule-Aware Network for Abstract Visual Reasoning
    arxiv-2002.06838 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  213. Auto-Encoding Twin-Bottleneck Hashing
    arxiv-2002.11930 Sparse Thin Ready implementation starting point
    Feb 1, 2020
  214. Feb 1, 2020
  215. Deep Optimized Multiple Description Image Coding via Scalar Quantization Learning
    arxiv-2001.03851 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  216. Represented Value Function Approach for Large Scale Multi Agent Reinforcement Learning
    arxiv-2001.01096 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  217. Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis
    arxiv-2001.02015 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  218. HybridPose: 6D Object Pose Estimation under Hybrid Representations
    arxiv-2001.01869 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  219. Reasoning on Knowledge Graphs with Debate Dynamics
    arxiv-2001.00461 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  220. HyperMinHash: MinHash in LogLog space
    doi-10.1109_tkde.2020.2981311 Sparse Thin Ready implementation starting point
    Jan 1, 2020
  221. Differentiable Reasoning on Large Knowledge Bases and Natural Language
    arxiv-1912.10824 Sparse Thin Ready implementation starting point
    Dec 17, 2019
  222. Improving Policies via Search in Cooperative Partially Observable Games
    arxiv-1912.02318 Sparse Thin Ready implementation starting point
    Dec 5, 2019
  223. Leveraging Procedural Generation to Benchmark Reinforcement Learning
    doi-10.48550_arxiv.1912.01588 Sparse Thin Ready implementation starting point
    Dec 3, 2019
  224. Online Knowledge Distillation with Diverse Peers
    arxiv-1912.00350 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  225. ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network
    arxiv-1912.00862 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  226. Simplified Action Decoder for Deep Multi-Agent Reinforcement Learning
    arxiv-1912.02288 Sparse Thin Ready implementation starting point
    Dec 1, 2019
  227. Dec 1, 2019
  228. Disentangle, align and fuse for multimodal and semi-supervised image segmentation
    arxiv-1911.04417 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  229. MixNMatch: Multifactor Disentanglement and Encoding for Conditional Image Generation
    arxiv-1911.11758 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  230. CenterFace: Joint Face Detection and Alignment Using Face as Point
    arxiv-1911.03599 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  231. Contrastive Learning of Structured World Models
    arxiv-1911.12247 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  232. DeepAlign: Alignment-based Process Anomaly Correction using Recurrent Neural Networks
    arxiv-1911.13229 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  233. ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring
    arxiv-1911.09785 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  234. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
    arxiv-1911.10470 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  235. PIC: Permutation Invariant Critic for Multi-Agent Deep Reinforcement Learning
    arxiv-1911.00025 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  236. RAT-SQL: Relation-Aware Schema Encoding and Linking for Text-to-SQL Parsers
    arxiv-1911.04942 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  237. DeepJSCC-f: Deep Joint Source-Channel Coding of Images with Feedback
    arxiv-1911.11174 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  238. Inductive Relation Prediction by Subgraph Reasoning
    arxiv-1911.06962 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  239. Improving Polyphonic Music Models with Feature-Rich Encoding
    arxiv-1911.11775 Sparse Thin Ready implementation starting point
    Nov 1, 2019
  240. DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
    doi-10.4230_tgdk.3.3.5 Sparse Thin Ready implementation starting point
    Oct 2, 2019
  241. Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving
    arxiv-1910.06611 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  242. Cross-Lingual Vision-Language Navigation
    arxiv-1910.11301 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  243. Spatio-Temporal Alignments: Optimal transport through space and time
    arxiv-1910.03860 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  244. Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics
    arxiv-1910.01465 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  245. Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation
    arxiv-1910.13616 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  246. Code Generation as a Dual Task of Code Summarization
    arxiv-1910.05923 Curated Related Thin Ready implementation starting point
    Oct 1, 2019
  247. MAVEN: Multi-Agent Variational Exploration
    arxiv-1910.07483 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  248. Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework
    arxiv-1910.04708 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  249. Contrastive Representation Distillation
    arxiv-1910.10699 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  250. JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation
    arxiv-1910.02216 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  251. Learning Fairness in Multi-Agent Systems
    arxiv-1910.14472 Sparse Thin Ready implementation starting point
    Oct 1, 2019
  252. Nested Named Entity Recognition via Second-best Sequence Learning and Decoding
    arxiv-1909.02250 Sparse Thin Ready implementation starting point
    Sep 5, 2019
  253. An algorithm for DNA read alignment on quantum accelerators
    arxiv-1909.05563 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  254. Sep 1, 2019
  255. Unified Vision-Language Pre-Training for Image Captioning and VQA
    arxiv-1909.11059 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  256. Lightweight Image Super-Resolution with Information Multi-distillation Network
    arxiv-1909.11856 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  257. A Tool for Super-Resolving Multimodal Clinical MRI
    arxiv-1909.01140 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  258. C3DPO: Canonical 3D Pose Networks for Non-Rigid Structure From Motion
    arxiv-1909.02533 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  259. KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
    arxiv-1909.02151 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  260. Efficient Communication in Multi-Agent Reinforcement Learning via Variance Based Control
    arxiv-1909.02682 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  261. Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks
    arxiv-1909.09153 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  262. Supervised Multimodal Bitransformers for Classifying Images and Text
    arxiv-1909.02950 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  263. Visual Semantic Reasoning for Image-Text Matching
    arxiv-1909.02701 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  264. Emergent Tool Use From Multi-Agent Autocurricula
    arxiv-1909.07528 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  265. Encoding Visual Attributes in Capsules for Explainable Medical Diagnoses
    arxiv-1909.05926 Sparse Thin Ready implementation starting point
    Sep 1, 2019
  266. PCRNet: Point Cloud Registration Network using PointNet Encoding
    arxiv-1908.07906 Sparse Thin Ready implementation starting point
    Aug 21, 2019
  267. PCRNet: Point Cloud Registration Network using PointNet Encoding
    doi-10.48550_arxiv.1908.07906 Sparse Thin Ready implementation starting point
    Aug 21, 2019
  268. PHYRE: A New Benchmark for Physical Reasoning
    arxiv-1908.05656 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  269. CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text
    arxiv-1908.06177 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  270. Generation of 3D Brain MRI Using Auto-Encoding Generative Adversarial Networks
    arxiv-1908.02498 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  271. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification
    arxiv-1908.01843 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  272. Learning Lightweight Lane Detection CNNs by Self Attention Distillation
    arxiv-1908.00821 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  273. Simple and Effective Text Matching with Richer Alignment Features
    arxiv-1908.00300 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  274. Multi-View Broad Learning System for Primate Oculomotor Decision Decoding
    arxiv-1908.06180 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  275. MoEL: Mixture of Empathetic Listeners
    arxiv-1908.07687 Sparse Thin Ready implementation starting point
    Aug 1, 2019
  276. From high-level inference algorithms to efficient code
    doi-10.1145_3341702 Sparse Thin Ready implementation starting point
    Jul 26, 2019
  277. Jul 1, 2019
  278. CraftAssist: A Framework for Dialogue-enabled Interactive Agents
    arxiv-1907.08584 Sparse Thin Ready implementation starting point
    Jul 1, 2019
  279. Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization
    arxiv-1907.10988 Sparse Thin Ready implementation starting point
    Jul 1, 2019
  280. Graph-based Knowledge Distillation by Multi-head Attention Network
    arxiv-1907.02226 Sparse Thin Ready implementation starting point
    Jul 1, 2019
  281. A Hybrid Neural Network Model for Commonsense Reasoning
    arxiv-1907.11983 Sparse Thin Ready implementation starting point
    Jul 1, 2019
  282. Collaborative Multi-Agent Dialogue Model Training Via Reinforcement Learning
    arxiv-1907.05507 Sparse Thin Ready implementation starting point
    Jul 1, 2019
  283. Example-Driven Query Intent Discovery: Abductive Reasoning using Semantic Similarity
    arxiv-1906.10322 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  284. Multi-Agent Deep Reinforcement Learning for Liquidation Strategy Analysis
    arxiv-1906.11046 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  285. Learning Transferable Cooperative Behavior in Multi-Agent Teams
    arxiv-1906.01202 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  286. Hybrid Planning for Dynamic Multimodal Stochastic Shortest Paths
    arxiv-1906.09094 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  287. Hierarchical Optimal Transport for Multimodal Distribution Alignment
    arxiv-1906.11768 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  288. Principled Training of Neural Networks with Direct Feedback Alignment
    arxiv-1906.04554 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  289. Deep Neuroevolution of Recurrent and Discrete World Models
    arxiv-1906.08857 Sparse Thin Ready implementation starting point
    Jun 1, 2019
  290. Temporal Attentive Alignment for Video Domain Adaptation
    arxiv-1905.10861 Sparse Thin Ready implementation starting point
    May 1, 2019
  291. Random Expert Distillation: Imitation Learning via Expert Policy Support Estimation
    arxiv-1905.06750 Sparse Thin Ready implementation starting point
    May 1, 2019
  292. Adversarially Robust Distillation
    arxiv-1905.09747 Sparse Thin Ready implementation starting point
    May 1, 2019
  293. Full-Speed Fuzzing: Reducing Fuzzing Overhead through Coverage-Guided Tracing
    doi-10.1109_sp.2019.00069 Sparse Thin Ready implementation starting point
    May 1, 2019
  294. PRECOG: PREdiction Conditioned On Goals in Visual Multi-Agent Settings
    arxiv-1905.01296 Sparse Thin Ready implementation starting point
    May 1, 2019
  295. Multimodal 3D Object Detection from Simulated Pretraining
    arxiv-1905.07754 Sparse Thin Ready implementation starting point
    May 1, 2019
  296. Sampling from Stochastic Finite Automata with Applications to CTC Decoding
    arxiv-1905.08760 Sparse Thin Ready implementation starting point
    May 1, 2019
  297. Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence
    arxiv-1905.08085 Sparse Thin Ready implementation starting point
    May 1, 2019
  298. May 1, 2019
  299. May 1, 2019
  300. Unsupervised Discovery of Multimodal Links in Multi-image, Multi-sentence Documents
    arxiv-1904.07826 Curated Related Thin Ready implementation starting point
    Apr 1, 2019
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