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Sungroh Yoon

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Papers (54)

  1. Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers cs.CV · 2026 · author #5
  2. R2R2: Robust Representation for Intensive Experience Reuse via Redundancy Reduction in Self-Predictive Learning cs.LG · 2026 · author #4
  3. Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization cs.CV · 2026 · author #5
  4. Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning cs.CL · 2026 · author #4
  5. Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions cs.CL · 2026 · author #5
  6. Metacognitive Behavioral Tuning of Large Language Models for Multi-Hop Question Answering cs.AI · 2026 · author #8
  7. Contextualized Visual Personalization in Vision-Language Models cs.CV · 2026 · author #6
  8. One-Shot Learning for Text-to-SQL Generation cs.CL · 2019 · author #5
  9. Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation cs.LG · 2019 · author #4
  10. PuVAE: A Variational Autoencoder to Purify Adversarial Examples cs.LG · 2019 · author #4
  11. FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference cs.CV · 2019 · author #5
  12. HexaGAN: Generative Adversarial Nets for Real World Classification cs.LG · 2019 · author #3
  13. AnomiGAN: Generative adversarial networks for anonymizing private medical data cs.CR · 2019 · author #3
  14. PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation cs.MM · 2019 · author #4
  15. FloWaveNet : A Generative Flow for Raw Audio cs.SD · 2018 · author #5
  16. Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks cs.NE · 2018 · author #4
  17. Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector cs.CV · 2018 · author #5
  18. Robust Tumor Localization with Pyramid Grad-CAM cs.CV · 2018 · author #5
  19. Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA cs.LG · 2018 · author #4
  20. Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA cs.LG · 2018 · author #7
  21. Mutual Suppression Network for Video Prediction using Disentangled Features cs.CV · 2018 · author #4
  22. Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models cs.CR · 2018 · author #6
  23. Reinforcement Learning based Recommender System using Biclustering Technique cs.IR · 2018 · author #6
  24. Domain Adaptation Using Adversarial Learning for Autonomous Navigation cs.CV · 2017 · author #4
  25. Homomorphic Parameter Compression for Distributed Deep Learning Training cs.DC · 2017 · author #3
  26. How Generative Adversarial Networks and Their Variants Work: An Overview cs.LG · 2017 · author #4
  27. Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data cs.LG · 2017 · author #4
  28. Quantized Memory-Augmented Neural Networks cs.LG · 2017 · author #5
  29. Polyphonic Music Generation with Sequence Generative Adversarial Networks cs.SD · 2017 · author #4
  30. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning cs.IR · 2017 · author #8
  31. DNA Steganalysis Using Deep Recurrent Neural Networks cs.LG · 2017 · author #4
  32. DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction cs.LG · 2017 · author #2
  33. Building a Neural Machine Translation System Using Only Synthetic Parallel Data cs.CL · 2017 · author #3
  34. Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets cs.NE · 2016 · author #4
  35. Training IBM Watson using Automatically Generated Question-Answer Pairs cs.CL · 2016 · author #6
  36. An Efficient Approach to Boosting Performance of Deep Spiking Network Training cs.LG · 2016 · author #4
  37. LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems cs.CR · 2016 · author #5
  38. Near-Data Processing for Differentiable Machine Learning Models cs.AR · 2016 · author #7
  39. Neural Universal Discrete Denoiser cs.LG · 2016 · author #4
  40. deepMiRGene: Deep Neural Network based Precursor microRNA Prediction cs.LG · 2016 · author #4
  41. deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks cs.LG · 2016 · author #4
  42. Deep Learning in Bioinformatics cs.LG · 2016 · author #3
  43. DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters cs.LG · 2016 · author #4
  44. DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks cs.LG · 2015 · author #4
  45. Manifold Regularized Deep Neural Networks using Adversarial Examples cs.LG · 2015 · author #3
  46. NASCUP: Nucleic Acid Sequence Classification by Universal Probability q-bio.GN · 2015 · author #5
  47. DUDE-Seq: Fast, Flexible, and Robust Denoising for Targeted Amplicon Sequencing q-bio.GN · 2015 · author #3
  48. Regularization and Kernelization of the Maximin Correlation Approach cs.CV · 2015 · author #4
  49. A High-Performance Solid-State Disk with Double-Data-Rate NAND Flash Memory cs.AR · 2015 · author #6
  50. FRAME: Fast and Realistic Attacker Modeling and Evaluation for Temporal Logical Correlation in Static Noise cs.OH · 2015 · author #1
  51. Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond q-bio.GN · 2015 · author #3
  52. High-dimensional Fused Lasso Regression using Majorization-Minimization and Parallel Processing stat.ME · 2013 · author #5
  53. HiTRACE-Web: an online tool for robust analysis of high-throughput capillary electrophoresis q-bio.QM · 2013 · author #4
  54. HiTRACE: High-throughput robust analysis for capillary electrophoresis q-bio.QM · 2011 · author #1

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