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Sungroh Yoon

Identifiers

  • name variant Sungroh Yoon 0.60 · backfill

Papers (123)

  1. NaturalFlow: Reducing Disruptive Pauses for Natural Speech Flow in Simultaneous Speech-to-Speech Translation cs.CL · 2026 · author #5
  2. Safe Embodied AI for Long-horizon Tasks: A Cross-layer Analysis of Robotic Manipulation cs.RO · 2026 · author #7
  3. Rollout-Level Advantage-Prioritized Experience Replay for GRPO cs.LG · 2026 · author #5
  4. Diagnosing and Correcting Concept Omission in Multimodal Diffusion Transformers cs.CV · 2026 · author #5
  5. R2R2: Robust Representation for Intensive Experience Reuse via Redundancy Reduction in Self-Predictive Learning cs.LG · 2026 · author #4
  6. Omni-Persona: Systematic Benchmarking and Improving Omnimodal Personalization cs.CV · 2026 · author #5
  7. Verbal-R3: Verbal Reranker as the Missing Bridge between Retrieval and Reasoning cs.CL · 2026 · author #4
  8. Still Between Us? Evaluating and Improving Voice Assistant Robustness to Third-Party Interruptions cs.CL · 2026 · author #5
  9. Metacognitive Behavioral Tuning of Large Language Models for Multi-Hop Question Answering cs.AI · 2026 · author #8
  10. Contextualized Visual Personalization in Vision-Language Models cs.CV · 2026 · author #6
  11. On the Powerfulness of Textual Outlier Exposure for Visual OoD Detection cs.CV · 2023 · author #5
  12. PUCA: Patch-Unshuffle and Channel Attention for Enhanced Self-Supervised Image Denoising eess.IV · 2023 · author #6
  13. 1.5 million materials narratives generated by chatbots cond-mat.mtrl-sci · 2023 · author #7
  14. ProPILE: Probing Privacy Leakage in Large Language Models cs.CR · 2023 · author #5
  15. Mass Spectra Prediction with Structural Motif-based Graph Neural Networks cs.LG · 2023 · author #3
  16. UnitSpeech: Speaker-adaptive Speech Synthesis with Untranscribed Data cs.SD · 2023 · author #4
  17. Improving Visual Prompt Tuning for Self-supervised Vision Transformers cs.LG · 2023 · author #5
  18. Probabilistic Concept Bottleneck Models cs.LG · 2023 · author #5
  19. Diffusion-Stego: Training-free Diffusion Generative Steganography via Message Projection cs.CV · 2023 · author #5
  20. Custom-Edit: Text-Guided Image Editing with Customized Diffusion Models cs.CV · 2023 · author #5
  21. On the Impact of Knowledge Distillation for Model Interpretability cs.LG · 2023 · author #4
  22. New Insights for the Stability-Plasticity Dilemma in Online Continual Learning cs.CV · 2023 · author #6
  23. FedClassAvg: Local Representation Learning for Personalized Federated Learning on Heterogeneous Neural Networks cs.LG · 2022 · author #4
  24. E2V-SDE: From Asynchronous Events to Fast and Continuous Video Reconstruction via Neural Stochastic Differential Equations cs.CV · 2022 · author #6
  25. Confidence Score for Source-Free Unsupervised Domain Adaptation cs.CV · 2022 · author #4
  26. Out of Sight, Out of Mind: A Source-View-Wise Feature Aggregation for Multi-View Image-Based Rendering cs.CV · 2022 · author #3
  27. BigVGAN: A Universal Neural Vocoder with Large-Scale Training cs.SD · 2022 · author #5
  28. Guided-TTS 2: A Diffusion Model for High-quality Adaptive Text-to-Speech with Untranscribed Data cs.SD · 2022 · author #3
  29. Anti-Adversarially Manipulated Attributions for Weakly Supervised Semantic Segmentation and Object Localization cs.CV · 2022 · author #4
  30. Perception Prioritized Training of Diffusion Models cs.CV · 2022 · author #6
  31. Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization cs.CV · 2022 · author #5
  32. Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training? cs.LG · 2022 · author #5
  33. Weakly Supervised Semantic Segmentation using Out-of-Distribution Data cs.CV · 2022 · author #6
  34. Dataset Condensation with Contrastive Signals cs.CV · 2022 · author #5
  35. AutoSNN: Towards Energy-Efficient Spiking Neural Networks cs.NE · 2022 · author #6
  36. Robust End-to-End Focal Liver Lesion Detection using Unregistered Multiphase Computed Tomography Images eess.IV · 2021 · author #5
  37. Supervised Neural Discrete Universal Denoiser for Adaptive Denoising cs.LG · 2021 · author #3
  38. Guided-TTS: A Diffusion Model for Text-to-Speech via Classifier Guidance cs.SD · 2021 · author #3
  39. Scalable Smartphone Cluster for Deep Learning cs.LG · 2021 · author #10
  40. Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation cs.CV · 2021 · author #4
  41. FICGAN: Facial Identity Controllable GAN for De-identification cs.CV · 2021 · author #8
  42. AligNART: Non-autoregressive Neural Machine Translation by Jointly Learning to Estimate Alignment and Translate cs.CL · 2021 · author #3
  43. Towards a Rigorous Evaluation of Time-series Anomaly Detection cs.LG · 2021 · author #5
  44. Rare Tokens Degenerate All Tokens: Improving Neural Text Generation via Adaptive Gradient Gating for Rare Token Embeddings cs.CL · 2021 · author #6
  45. ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models cs.CV · 2021 · author #5
  46. AdvRush: Searching for Adversarially Robust Neural Architectures cs.LG · 2021 · author #4
  47. Toward Spatially Unbiased Generative Models cs.LG · 2021 · author #4
  48. TargetNet: Functional microRNA Target Prediction with Deep Neural Networks q-bio.GN · 2021 · author #3
  49. GeoT: A Geometry-aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning cs.LG · 2021 · author #6
  50. Flexible dual-branched message passing neural network for quantum mechanical property prediction with molecular conformation cs.LG · 2021 · author #4
  51. Energy-efficient Knowledge Distillation for Spiking Neural Networks cs.NE · 2021 · author #5
  52. PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior stat.ML · 2021 · author #9
  53. Stein Latent Optimization for Generative Adversarial Networks cs.LG · 2021 · author #6
  54. Accelerating Neural Architecture Search via Proxy Data cs.LG · 2021 · author #4
  55. Training Energy-Efficient Deep Spiking Neural Networks with Time-to-First-Spike Coding cs.NE · 2021 · author #2
  56. Noise-Robust Deep Spiking Neural Networks with Temporal Information cs.NE · 2021 · author #3
  57. XProtoNet: Diagnosis in Chest Radiography with Global and Local Explanations cs.CV · 2021 · author #4
  58. BBAM: Bounding Box Attribution Map for Weakly Supervised Semantic and Instance Segmentation cs.CV · 2021 · author #4
  59. Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation cs.CV · 2021 · author #3
  60. Removing Undesirable Feature Contributions Using Out-of-Distribution Data cs.LG · 2021 · author #6
  61. Interpretation of NLP models through input marginalization cs.CL · 2020 · author #4
  62. Momentum Contrast Speaker Representation Learning eess.AS · 2020 · author #3
  63. Information-Theoretic Visual Explanation for Black-Box Classifiers cs.CV · 2020 · author #4
  64. iCaps: An Interpretable Classifier via Disentangled Capsule Networks cs.CV · 2020 · author #4
  65. Patch SVDD: Patch-level SVDD for Anomaly Detection and Segmentation cs.CV · 2020 · author #2
  66. Joint Contrastive Learning for Unsupervised Domain Adaptation cs.CV · 2020 · author #5
  67. NanoFlow: Scalable Normalizing Flows with Sublinear Parameter Complexity cs.LG · 2020 · author #3
  68. Glow-TTS: A Generative Flow for Text-to-Speech via Monotonic Alignment Search eess.AS · 2020 · author #4
  69. T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding cs.NE · 2020 · author #4
  70. Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization cs.CV · 2020 · author #3
  71. Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information q-bio.BM · 2019 · author #6
  72. Frame-to-Frame Aggregation of Active Regions in Web Videos for Weakly Supervised Semantic Segmentation cs.CV · 2019 · author #5
  73. One-Shot Learning for Text-to-SQL Generation cs.CL · 2019 · author #5
  74. Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation cs.LG · 2019 · author #4
  75. Spiking-YOLO: Spiking Neural Network for Energy-Efficient Object Detection cs.CV · 2019 · author #4
  76. PuVAE: A Variational Autoencoder to Purify Adversarial Examples cs.LG · 2019 · author #4
  77. PixelSteganalysis: Pixel-wise Hidden Information Removal with Low Visual Degradation cs.MM · 2019 · author #4
  78. FickleNet: Weakly and Semi-supervised Semantic Image Segmentation using Stochastic Inference cs.CV · 2019 · author #5
  79. HexaGAN: Generative Adversarial Nets for Real World Classification cs.LG · 2019 · author #3
  80. AnomiGAN: Generative adversarial networks for anonymizing private medical data cs.CR · 2019 · author #3
  81. PixelSteganalysis: Destroying Hidden Information with a Low Degree of Visual Degradation cs.MM · 2019 · author #4
  82. FloWaveNet : A Generative Flow for Raw Audio cs.SD · 2018 · author #5
  83. Fast and Efficient Information Transmission with Burst Spikes in Deep Spiking Neural Networks cs.NE · 2018 · author #4
  84. Security and Privacy Issues in Deep Learning cs.CR · 2018 · author #7
  85. Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox Detector cs.CV · 2018 · author #5
  86. Robust Tumor Localization with Pyramid Grad-CAM cs.CV · 2018 · author #5
  87. Deep Trustworthy Knowledge Tracing cs.AI · 2018 · author #5
  88. Energy-Efficient Inference Accelerator for Memory-Augmented Neural Networks on an FPGA cs.LG · 2018 · author #4
  89. Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA cs.LG · 2018 · author #7
  90. Mutual Suppression Network for Video Prediction using Disentangled Features cs.CV · 2018 · author #4
  91. Extended Abstract: Mimicry Resilient Program Behavior Modeling with LSTM based Branch Models cs.CR · 2018 · author #6
  92. Reinforcement Learning based Recommender System using Biclustering Technique cs.IR · 2018 · author #6
  93. Domain Adaptation Using Adversarial Learning for Autonomous Navigation cs.CV · 2017 · author #4
  94. Homomorphic Parameter Compression for Distributed Deep Learning Training cs.DC · 2017 · author #3
  95. How Generative Adversarial Networks and Their Variants Work: An Overview cs.LG · 2017 · author #4
  96. Adversarial Training for Disease Prediction from Electronic Health Records with Missing Data cs.LG · 2017 · author #4
  97. Quantized Memory-Augmented Neural Networks cs.LG · 2017 · author #5
  98. Polyphonic Music Generation with Sequence Generative Adversarial Networks cs.SD · 2017 · author #4
  99. Energy-Based Sequence GANs for Recommendation and Their Connection to Imitation Learning cs.IR · 2017 · author #8
  100. DNA Steganalysis Using Deep Recurrent Neural Networks cs.LG · 2017 · author #4
  101. DeepCCI: End-to-end Deep Learning for Chemical-Chemical Interaction Prediction cs.LG · 2017 · author #2
  102. Building a Neural Machine Translation System Using Only Synthetic Parallel Data cs.CL · 2017 · author #3
  103. Intrinsic Geometric Information Transfer Learning on Multiple Graph-Structured Datasets cs.NE · 2016 · author #4
  104. Training IBM Watson using Automatically Generated Question-Answer Pairs cs.CL · 2016 · author #6
  105. An Efficient Approach to Boosting Performance of Deep Spiking Network Training cs.LG · 2016 · author #4
  106. LSTM-Based System-Call Language Modeling and Robust Ensemble Method for Designing Host-Based Intrusion Detection Systems cs.CR · 2016 · author #5
  107. Near-Data Processing for Differentiable Machine Learning Models cs.AR · 2016 · author #7
  108. Neural Universal Discrete Denoiser cs.LG · 2016 · author #4
  109. deepMiRGene: Deep Neural Network based Precursor microRNA Prediction cs.LG · 2016 · author #4
  110. deepTarget: End-to-end Learning Framework for microRNA Target Prediction using Deep Recurrent Neural Networks cs.LG · 2016 · author #4
  111. Deep Learning in Bioinformatics cs.LG · 2016 · author #3
  112. DeepSpark: A Spark-Based Distributed Deep Learning Framework for Commodity Clusters cs.LG · 2016 · author #4
  113. DNA-Level Splice Junction Prediction using Deep Recurrent Neural Networks cs.LG · 2015 · author #4
  114. Manifold Regularized Deep Neural Networks using Adversarial Examples cs.LG · 2015 · author #3
  115. NASCUP: Nucleic Acid Sequence Classification by Universal Probability q-bio.GN · 2015 · author #5
  116. DUDE-Seq: Fast, Flexible, and Robust Denoising for Targeted Amplicon Sequencing q-bio.GN · 2015 · author #3
  117. Regularization and Kernelization of the Maximin Correlation Approach cs.CV · 2015 · author #4
  118. A High-Performance Solid-State Disk with Double-Data-Rate NAND Flash Memory cs.AR · 2015 · author #6
  119. FRAME: Fast and Realistic Attacker Modeling and Evaluation for Temporal Logical Correlation in Static Noise cs.OH · 2015 · author #1
  120. Will solid-state drives accelerate your bioinformatics? In-depth profiling, performance analysis, and beyond q-bio.GN · 2015 · author #3
  121. High-dimensional Fused Lasso Regression using Majorization-Minimization and Parallel Processing stat.ME · 2013 · author #5
  122. HiTRACE-Web: an online tool for robust analysis of high-throughput capillary electrophoresis q-bio.QM · 2013 · author #4
  123. HiTRACE: High-throughput robust analysis for capillary electrophoresis q-bio.QM · 2011 · author #1

Mentions

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