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Kyunghyun Cho

Identifiers

  • name variant Kyunghyun Cho 0.60 · backfill

Papers (117)

  1. Emergent Transfer of a Physics Foundation Model from Simulation to Laboratory Turbulence physics.flu-dyn · 2026 · author #6
  2. Rejoinder: The ICML 2023 Ranking Experiment: Examining Author Self-Assessment in ML/AI Peer Review stat.AP · 2026 · author #6
  3. Always Learning, Always Mixing: Efficient and Simple Data Mixing All The Time cs.CL · 2026 · author #3
  4. MIMIC: A Generative Multimodal Foundation Model for Biomolecules cs.AI · 2026 · author #14
  5. Scaling Recurrence-aware Foundation Models for Clinical Records via Next-Visit Prediction cs.LG · 2026 · author #11
  6. Conformal Policy Control cs.AI · 2026 · author #4
  7. Neural Neural Scaling Laws cs.LG · 2026 · author #5
  8. Open Korean Historical Corpus: A Millennia-Scale Diachronic Collection of Public Domain Texts cs.CL · 2025 · author #7
  9. RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning cs.LG · 2025 · author #13
  10. Self-Rewarding Language Models cs.CL · 2024 · author #3
  11. A Unified Framework of Online Learning Algorithms for Training Recurrent Neural Networks cs.LG · 2019 · author #2
  12. Improved Zero-shot Neural Machine Translation via Ignoring Spurious Correlations cs.CL · 2019 · author #3
  13. Using local plasticity rules to train recurrent neural networks q-bio.NC · 2019 · author #2
  14. Automatic Machine Learning by Pipeline Synthesis using Model-Based Reinforcement Learning and a Grammar cs.LG · 2019 · author #5
  15. Task-Driven Data Verification via Gradient Descent cs.LG · 2019 · author #2
  16. Advancing GraphSAGE with A Data-Driven Node Sampling cs.LG · 2019 · author #2
  17. Context-Aware Learning for Neural Machine Translation cs.CL · 2019 · author #2
  18. Continual Learning via Neural Pruning cs.LG · 2019 · author #3
  19. Augmentation for small object detection cs.CV · 2019 · author #5
  20. BERT has a Mouth, and It Must Speak: BERT as a Markov Random Field Language Model cs.CL · 2019 · author #2
  21. Passage Re-ranking with BERT cs.IR · 2019 · author #2
  22. Dialogue Natural Language Inference cs.CL · 2018 · author #4
  23. Directional Analysis of Stochastic Gradient Descent via von Mises-Fisher Distributions in Deep learning cs.LG · 2018 · author #2
  24. Grammar Induction with Neural Language Models: An Unusual Replication cs.CL · 2018 · author #2
  25. Meta-Learning for Low-Resource Neural Machine Translation cs.CL · 2018 · author #4
  26. Learning Distributed Representations from Reviews for Collaborative Filtering cs.LG · 2018 · author #3
  27. DialogWAE: Multimodal Response Generation with Conditional Wasserstein Auto-Encoder cs.CL · 2018 · author #2
  28. Conditional molecular design with deep generative models cs.LG · 2018 · author #2
  29. Dynamic Meta-Embeddings for Improved Sentence Representations cs.CL · 2018 · author #3
  30. A Stable and Effective Learning Strategy for Trainable Greedy Decoding cs.CL · 2018 · author #3
  31. Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding cs.CL · 2018 · author #2
  32. Vehicle Communication Strategies for Simulated Highway Driving cs.MA · 2018 · author #3
  33. Training a Ranking Function for Open-Domain Question Answering cs.CL · 2018 · author #3
  34. Fine-Grained Attention Mechanism for Neural Machine Translation cs.CL · 2018 · author #2
  35. Controlling Decoding for More Abstractive Summaries with Copy-Based Networks cs.CL · 2018 · author #4
  36. Retrieval-Augmented Convolutional Neural Networks for Improved Robustness against Adversarial Examples cs.LG · 2018 · author #2
  37. Deterministic Non-Autoregressive Neural Sequence Modeling by Iterative Refinement cs.LG · 2018 · author #3
  38. Loss Functions for Multiset Prediction cs.LG · 2017 · author #6
  39. Saliency-based Sequential Image Attention with Multiset Prediction cs.CV · 2017 · author #3
  40. Breast density classification with deep convolutional neural networks cs.CV · 2017 · author #9
  41. Unsupervised Neural Machine Translation cs.CL · 2017 · author #4
  42. Graph Convolutional Networks for Classification with a Structured Label Space cs.LG · 2017 · author #3
  43. Emergent Translation in Multi-Agent Communication cs.CL · 2017 · author #2
  44. Attention-based Mixture Density Recurrent Networks for History-based Recommendation cs.LG · 2017 · author #2
  45. A Tutorial on Deep Learning for Music Information Retrieval cs.CV · 2017 · author #3
  46. Strawman: an Ensemble of Deep Bag-of-Ngrams for Sentiment Analysis cs.CL · 2017 · author #1
  47. Zero-Shot Transfer Learning for Event Extraction cs.CL · 2017 · author #3
  48. The Effects of Noisy Labels on Deep Convolutional Neural Networks for Music Tagging cs.IR · 2017 · author #3
  49. Emergent Communication in a Multi-Modal, Multi-Step Referential Game cs.LG · 2017 · author #4
  50. Search Engine Guided Non-Parametric Neural Machine Translation cs.CL · 2017 · author #3
  51. Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks cs.CV · 2017 · author #7
  52. SearchQA: A New Q&A Dataset Augmented with Context from a Search Engine cs.CL · 2017 · author #6
  53. Does Neural Machine Translation Benefit from Larger Context? stat.ML · 2017 · author #4
  54. Task-Oriented Query Reformulation with Reinforcement Learning cs.IR · 2017 · author #2
  55. Transfer learning for music classification and regression tasks cs.CV · 2017 · author #4
  56. High-Resolution Breast Cancer Screening with Multi-View Deep Convolutional Neural Networks cs.CV · 2017 · author #10
  57. Nematus: a Toolkit for Neural Machine Translation cs.CL · 2017 · author #3
  58. Boundary-Seeking Generative Adversarial Networks stat.ML · 2017 · author #5
  59. Learning to Parse and Translate Improves Neural Machine Translation cs.CL · 2017 · author #3
  60. Trainable Greedy Decoding for Neural Machine Translation cs.CL · 2017 · author #2
  61. Semantic Noise Modeling for Better Representation Learning cs.LG · 2016 · author #3
  62. Spatio-temporal Dynamics of Intrinsic Networks in Functional Magnetic Imaging Data Using Recurrent Neural Networks cs.NE · 2016 · author #3
  63. Fully Character-Level Neural Machine Translation without Explicit Segmentation cs.CL · 2016 · author #2
  64. Learning to Translate in Real-time with Neural Machine Translation cs.CL · 2016 · author #3
  65. Convolutional Recurrent Neural Networks for Music Classification cs.NE · 2016 · author #4
  66. Towards Music Captioning: Generating Music Playlist Descriptions cs.MM · 2016 · author #4
  67. Context-Dependent Word Representation for Neural Machine Translation cs.CL · 2016 · author #2
  68. Dynamic Neural Turing Machine with Soft and Hard Addressing Schemes cs.LG · 2016 · author #3
  69. A Correlational Encoder Decoder Architecture for Pivot Based Sequence Generation cs.CL · 2016 · author #5
  70. Zero-Resource Translation with Multi-Lingual Neural Machine Translation cs.CL · 2016 · author #5
  71. First Result on Arabic Neural Machine Translation cs.CL · 2016 · author #2
  72. Can neural machine translation do simultaneous translation? cs.CL · 2016 · author #1
  73. Recurrent Neural Networks for Multivariate Time Series with Missing Values cs.LG · 2016 · author #3
  74. Gated Word-Character Recurrent Language Model cs.CL · 2016 · author #2
  75. Query-Efficient Imitation Learning for End-to-End Autonomous Driving cs.LG · 2016 · author #2
  76. Noisy Parallel Approximate Decoding for Conditional Recurrent Language Model cs.CL · 2016 · author #1
  77. Theano: A Python framework for fast computation of mathematical expressions cs.SC · 2016 · author #22
  78. A Character-Level Decoder without Explicit Segmentation for Neural Machine Translation cs.CL · 2016 · author #2
  79. Learning Distributed Representations of Sentences from Unlabelled Data cs.CL · 2016 · author #2
  80. End-to-End Goal-Driven Web Navigation cs.AI · 2016 · author #2
  81. Efficient Character-level Document Classification by Combining Convolution and Recurrent Layers cs.CL · 2016 · author #2
  82. Multi-Way, Multilingual Neural Machine Translation with a Shared Attention Mechanism cs.CL · 2016 · author #2
  83. Natural Language Understanding with Distributed Representation cs.CL · 2015 · author #1
  84. ReSeg: A Recurrent Neural Network-based Model for Semantic Segmentation cs.CV · 2015 · author #5
  85. A Controller-Recognizer Framework: How necessary is recognition for control? cs.LG · 2015 · author #4
  86. First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks cs.CV · 2015 · author #4
  87. Iterative Refinement of the Approximate Posterior for Directed Belief Networks cs.LG · 2015 · author #2
  88. Oracle performance for visual captioning cs.CV · 2015 · author #3
  89. Larger-Context Language Modelling cs.CL · 2015 · author #2
  90. Describing Multimedia Content using Attention-based Encoder--Decoder Networks cs.NE · 2015 · author #1
  91. Attention-Based Models for Speech Recognition cs.CL · 2015 · author #4
  92. ReNet: A Recurrent Neural Network Based Alternative to Convolutional Networks cs.CV · 2015 · author #3
  93. Learning to Understand Phrases by Embedding the Dictionary cs.CL · 2015 · author #2
  94. On Using Monolingual Corpora in Neural Machine Translation cs.CL · 2015 · author #4
  95. Describing Videos by Exploiting Temporal Structure stat.ML · 2015 · author #3
  96. Show, Attend and Tell: Neural Image Caption Generation with Visual Attention cs.LG · 2015 · author #4
  97. Gated Feedback Recurrent Neural Networks cs.NE · 2015 · author #3
  98. Embedding Word Similarity with Neural Machine Translation cs.CL · 2014 · author #2
  99. Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling cs.NE · 2014 · author #3
  100. On Using Very Large Target Vocabulary for Neural Machine Translation cs.CL · 2014 · author #2
  101. End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results cs.NE · 2014 · author #3
  102. Not All Neural Embeddings are Born Equal cs.CL · 2014 · author #2
  103. On the Properties of Neural Machine Translation: Encoder-Decoder Approaches cs.CL · 2014 · author #1
  104. Overcoming the Curse of Sentence Length for Neural Machine Translation using Automatic Segmentation cs.CL · 2014 · author #4
  105. On the Equivalence Between Deep NADE and Generative Stochastic Networks stat.ML · 2014 · author #3
  106. Neural Machine Translation by Jointly Learning to Align and Translate cs.CL · 2014 · author #2
  107. Exponentially Increasing the Capacity-to-Computation Ratio for Conditional Computation in Deep Learning stat.ML · 2014 · author #1
  108. Identifying and attacking the saddle point problem in high-dimensional non-convex optimization cs.LG · 2014 · author #4
  109. Iterative Neural Autoregressive Distribution Estimator (NADE-k) stat.ML · 2014 · author #3
  110. Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation cs.CL · 2014 · author #1
  111. On the Number of Linear Regions of Deep Neural Networks stat.ML · 2014 · author #3
  112. How to Construct Deep Recurrent Neural Networks cs.NE · 2013 · author #3
  113. Bounding the Test Log-Likelihood of Generative Models cs.LG · 2013 · author #3
  114. Learned-Norm Pooling for Deep Feedforward and Recurrent Neural Networks cs.NE · 2013 · author #2
  115. Classifying and Visualizing Motion Capture Sequences using Deep Neural Networks cs.CV · 2013 · author #1
  116. Understanding Dropout: Training Multi-Layer Perceptrons with Auxiliary Independent Stochastic Neurons cs.NE · 2013 · author #1
  117. Boltzmann Machines and Denoising Autoencoders for Image Denoising stat.ML · 2013 · author #1

Mentions

  • 1511.07916 #1 · backfill · confidence 0.70 Kyunghyun Cho
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  • 2606.01470 #6 · arxiv_oai · confidence 0.70 Kyunghyun Cho
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  • 2605.25172 #6 · arxiv_oai · confidence 0.70 Kyunghyun Cho
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Frequent Coauthors