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Jinwoo Shin

  1. A Definition of AGI
    2025/10/21 by Dan Hendrycks, Dawn Song, Hendrycks, Dan +65 · 28 voices · 10 citations
    Psychology · Computer Science · #Cognitive Abilities and Testing #Computability, Logic, AI Algorithms #Cognitive Computing and Networks
  2. Representation Alignment for Generation: Training Diffusion Transformers Is Easier Than You Think
    2024/10/09 by Sihyun Yu, Sangkyung Kwak, Yu, Sihyun +11 · 2 voices · 181 citations
    Computer Science · #Reinforcement Learning in Robotics
  3. A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks
    2018/07/10 by Kibok Lee, Lee, Kimin, Honglak Lee +4 · 220 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
  4. CSI: Novelty Detection via Contrastive Learning on Distributionally Shifted Instances
    2020/07/16 by Jihoon Tack, Tack, Jihoon, Sangwoo Mo +5 · 36 citations
    Computer Science · Engineering · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  5. Offline-to-Online Reinforcement Learning via Balanced Replay and Pessimistic Q-Ensemble
    2021/07/01 by Seunghyun Lee, Younggyo Seo, Lee, Seunghyun +7 · 27 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Autonomous Vehicle Technology and Safety
  6. Training Confidence-calibrated Classifiers for Detecting Out-of-Distribution Samples
    2017/11/25 by Kimin Lee, Lee, Kimin, Honglak Lee +5 · 20 citations
    Computer Science · Decision Sciences · Engineering · Mathematics · #Advanced Statistical Methods and Models #Advanced Statistical Process Monitoring #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  7. Improving Diffusion Models for Authentic Virtual Try-on in the Wild
    2024/03/08 by Yisol Choi, Sangkyung Kwak, Choi, Yisol +7 · 28 citations
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Co2L: Contrastive Continual Learning
    2021/06/28 by Hyuntak Cha, Jaeho Lee, Cha, Hyuntak +3 · 15 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  9. NOTE: Robust Continual Test-time Adaptation Against Temporal Correlation
    2022/08/10 by Taesik Gong, Jongheon Jeong, Gong, Taesik +9 · 16 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods #Seismic Imaging and Inversion Techniques
  10. Multi-View Masked World Models for Visual Robotic Manipulation
    2023/02/05 by Younggyo Seo, Junsu Kim, Seo, Younggyo +9 · 13 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Robotics (cs.RO) #Robotics and Sensor-Based Localization
  11. Discovering and Mitigating Visual Biases through Keyword Explanation
    2023/01/26 by Younghyun Kim, Sangwoo Mo, Kim, Younghyun +9 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
  12. SURF: Semi-supervised Reward Learning with Data Augmentation for Feedback-efficient Preference-based Reinforcement Learning
    2022/03/18 by Jongjin Park, Younggyo Seo, Park, Jongjin +9 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
  13. M2m: Imbalanced Classification via Major-to-minor Translation
    2020/04/01 by Jaehyung Kim, Jongheon Jeong, Kim, Jaehyung +3 · 8 citations
    Computer Science · Medicine · #Imbalanced Data Classification Techniques #COVID-19 diagnosis using AI #Digital Imaging for Blood Diseases
  14. Video Probabilistic Diffusion Models in Projected Latent Space
    2023/02/15 by Sihyun Yu, Yu, Sihyun, Kihyuk Sohn +5 · 9 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis
  15. STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
    2023/03/02 by Jae Hyun Nam, Jihoon Tack, Nam, Jaehyun +7 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  16. Preference Transformer: Modeling Human Preferences using Transformers for RL
    2023/03/02 by Chang‐Yeon Kim, Jongjin Park, Kim, Changyeon +9 · 8 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO)
  17. Learning What to Defer for Maximum Independent Sets
    2020/06/17 by Sungsoo Ahn, Younggyo Seo, Ahn, Sungsoo +3 · 6 citations
    Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Scheduling and Optimization Algorithms
  18. Optimized Feature Generation for Tabular Data via LLMs with Decision Tree Reasoning
    2024/06/12 by Jae Hyun Nam, Nam, Jaehyun, Kyuyoung Kim +9 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  19. Object-Aware Regularization for Addressing Causal Confusion in Imitation Learning
    2021/10/26 by Jongjin Park, Younggyo Seo, Park, Jongjin +11 · 6 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  20. Distributed Random Access Algorithm: Scheduling and Congestion Control
    2010/11/30 by Libin Jiang, Devavrat Shah, Jinwoo Shin +1 · 6 citations
    Engineering · Computer Science · #Advanced Wireless Network Optimization #Mobile Ad Hoc Networks #Wireless Networks and Protocols
  21. Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks
    2022/02/21 by Sihyun Yu, Jihoon Tack, Yu, Sihyun +11 · 5 citations
    Computer Science · Engineering · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Human Pose and Action Recognition
  22. Consistency Regularization for Certified Robustness of Smoothed\n Classifiers
    2020/06/07 by Jongheon Jeong, Jeong, Jongheon, Jinwoo Shin +1 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
  23. SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness
    2021/11/17 by Jongheon Jeong, Sejun Park, Jeong, Jongheon +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion Models
    2024/02/19 by Kyungmin Lee, Lee, Kyungmin, Sangkyung Kwak +5 · 1 voice · 2 citations
    Computer Science · #Image Retrieval and Classification Techniques
  25. Learning Bounds for Risk-sensitive Learning
    2020/06/15 by Jaeho Lee, Lee, Jaeho, Sejun Park +3 · 4 citations
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
  26. Four dimensional static and related critical spaces with harmonic curvature
    2016/04/12 by Jongsu Kim, Kim, Jongsu, Jinwoo Shin +1 · 3 citations
    Mathematics · Physics and Astronomy · #Geometric Analysis and Curvature Flows #Advanced Differential Geometry Research #Geometry and complex manifolds
  27. DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability Flow
    2024/03/22 by Kyung-Min Lee, Kihyuk Sohn, Lee, Kyungmin +3 · 6 citations
    Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction
  28. Guiding Deep Molecular Optimization with Genetic Exploration
    2020/07/04 by Sungsoo Ahn, Junsu Kim, Ahn, Sungsoo +5 · 3 citations
    Computer Science · Materials Science · Biochemistry, Genetics and Molecular Biology · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Chemical Synthesis and Analysis
  29. DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
    2024/10/08 by June Suk Choi, Choi, June Suk, Kyungmin Lee +9 · 8 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
  30. Consistency Regularization for Adversarial Robustness
    2021/03/08 by Jihoon Tack, Tack, Jihoon, Sihyun Yu +9 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  31. Self-supervised Label Augmentation via Input Transformations
    2019/10/14 by Hankook Lee, Sung Ju Hwang, Lee, Hankook +3 · 4 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  32. RoMA: Robust Model Adaptation for Offline Model-based Optimization
    2021/10/27 by Sihyun Yu, Sungsoo Ahn, Yu, Sihyun +5 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  33. Learning What and Where to Transfer
    2019/05/15 by Yunhun Jang, Jang, Yunhun, Hankook Lee +5 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  34. S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions
    2023/05/23 by Sangwoo Mo, Mo, Sangwoo, Minkyu Kim +5 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  35. Hierarchical Context Merging: Better Long Context Understanding for Pre-trained LLMs
    2024/04/16 by Woomin Song, Seunghyuk Oh, Song, Woomin +11 · 5 citations
    Computer Science · Decision Sciences · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Data Quality and Management
  36. Patch-level Representation Learning for Self-supervised Vision Transformers
    2022/06/16 by Sukmin Yun, Yun, Sukmin, Hankook Lee +5 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  37. Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning
    2020/07/17 by Jaehyung Kim, Youngbum Hur, Kim, Jaehyung +9 · 3 citations
    Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Text and Document Classification Technologies
  38. Improved Mixing Condition on the Grid for Counting and Sampling Independent Sets
    2011/05/04 by Ricardo Restrepo, Restrepo, Ricardo, Jinwoo Shin +7 · 2 citations
    Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #Markov Chains and Monte Carlo Methods #Probability (math.PR) #Stochastic processes and statistical mechanics
  39. Towards Safe Self-Distillation of Internet-Scale Text-to-Image Diffusion Models
    2023/07/12 by Sanghyun Kim, Seohyeon Jung, Kim, Sanghyun +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  40. Learning to Generate Noise for Multi-Attack Robustness
    2020/06/22 by Divyam Madaan, Jinwoo Shin, Madaan, Divyam +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  41. Landmark-Guided Subgoal Generation in Hierarchical Reinforcement\n Learning
    2021/10/26 by Junsu Kim, Kim, Junsu, Younggyo Seo +3 · 2 citations
    Computer Science · Engineering · #Adaptive Dynamic Programming Control #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Fuel Cells and Related Materials #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Reinforcement Learning in Robotics
  42. Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
    2025/05/29 by Dongyoung Kim, Kim, Dongyoung, Sumin Park +9 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics
  43. Efficient Video Diffusion Models via Content-Frame Motion-Latent Decomposition
    2024/03/21 by Sihyun Yu, Yu, Sihyun, Weili Nie +9 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
  44. Stochastic Chebyshev Gradient Descent for Spectral Optimization
    2018/02/18 by In‐Su Han, Haim Avron, Han, Insu +3 · 2 citations
    Computer Science · Engineering · #Stochastic Gradient Optimization Techniques #Sparse and Compressive Sensing Techniques #Machine Learning and ELM
  45. Time Is MattEr: Temporal Self-supervision for Video Transformers
    2022/07/19 by Sukmin Yun, Jaehyung Kim, Yun, Sukmin +9 · 2 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
  46. Visual Representation Learning with Stochastic Frame Prediction
    2024/06/11 by Huiwon Jang, Dongyoung Kim, Jang, Huiwon +9 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Robotics (cs.RO)
  47. Scalable Neural Video Representations with Learnable Positional Features
    2022/10/13 by Subin Kim, Kim, Subin, Sihyun Yu +5 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  48. Confidence-aware Training of Smoothed Classifiers for Certified Robustness
    2022/12/18 by Jongheon Jeong, Jeong, Jongheon, Seojin Kim +3 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Machine Learning and Data Classification
  49. Meta-Learning with Self-Improving Momentum Target
    2022/10/11 by Jihoon Tack, Jongjin Park, Tack, Jihoon +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  50. MALT Diffusion: Memory-Augmented Latent Transformers for Any-Length Video Generation
    2025/02/18 by Sihyun Yu, Yu, Sihyun, Meera Hahn +15 · 5 citations
    Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  51. Unsupervised Meta-Learning via Few-shot Pseudo-supervised Contrastive Learning
    2023/03/02 by Huiwon Jang, Jang, Huiwon, Hankook Lee +3 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  52. Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion
    2024/07/17 by Sanghyun Kim, Kim, Sanghyun, Seohyeon Jung +9 · 3 citations
    Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nuclear reactor physics and engineering
  53. On the classification of 4-dimensional (m,ρ)-quasi-Einstein manifolds with harmonic Weyl curvature
    2016/06/05 by Jinwoo Shin, Shin, Jinwoo · 1 citation
    Mathematics · Physics and Astronomy · #Geometry and complex manifolds #Geometric Analysis and Curvature Flows #Advanced Differential Geometry Research
  54. Confident Multiple Choice Learning
    2017/06/12 by Kimin Lee, Chang Ho Hwang, Lee, Kimin +5 · 1 citation
    Computer Science · Pharmacology, Toxicology and Pharmaceutics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Open Education and E-Learning #Pharmacy and Medical Practices
  55. Multi-scale Diffusion Denoised Smoothing
    2023/10/25 by Jongheon Jeong, Jeong, Jongheon, Jinwoo Shin +1 · 2 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  56. Accelerating Reinforcement Learning with Value-Conditional State Entropy Exploration
    2023/05/31 by Dongyoung Kim, Jinwoo Shin, Kim, Dongyoung +5 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Smart Grid Energy Management #Smart Grid Security and Resilience
  57. Querying Easily Flip-flopped Samples for Deep Active Learning
    2024/01/18 by Seong Jin Cho, Cho, Seong Jin, Gwangsu Kim +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  58. Learning to Sample with Local and Global Contexts in Experience Replay Buffer
    2020/07/14 by Youngmin Oh, Oh, Youngmin, Kimin Lee +7 · 1 citation
    Computer Science · Neuroscience · Psychology · #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mental Health Research Topics #Neural and Behavioral Psychology Studies #Reinforcement Learning in Robotics
  59. ReMoDetect: Reward Models Recognize Aligned LLM's Generations
    2024/05/27 by Hyunseok Lee, Jihoon Tack, Lee, Hyunseok +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
  60. Training GANs with Stronger Augmentations via Contrastive Discriminator
    2021/03/17 by Jongheon Jeong, Jeong, Jongheon, Jinwoo Shin +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Music and Audio Processing
  61. Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing
    2021/12/16 by Joonhyung Park, Park, Joonhyung, June Yong Yang +7 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  62. String-based Molecule Generation via Multi-decoder VAE
    2022/08/23 by Kisoo Kwon, Kuhwan Jung, Kwon, Kisoo +7 · 1 citation
    Chemistry · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications #Microfluidic and Capillary Electrophoresis Applications
  63. Anytime Neural Prediction via Slicing Networks Vertically
    2018/07/07 by Hankook Lee, Jinwoo Shin, Lee, Hankook +1 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  64. Imitating Graph-Based Planning with Goal-Conditioned Policies
    2023/03/20 by Junsu Kim, Kim, Junsu, Younggyo Seo +7 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
  65. Modality-Agnostic Variational Compression of Implicit Neural Representations
    2023/01/23 by Jonathan Richard Schwarz, Schwarz, Jonathan Richard, Jihoon Tack +7 · 1 citation
    Computer Science · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  66. ReGUIDE: Data Efficient GUI Grounding via Spatial Reasoning and Search
    2025/05/21 by Hyunseok Lee, Lee, Hyunseok, Jeonghoon Kim +17 · 5 citations
    Computer Science · Engineering · #Augmented Reality Applications #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
  67. Tuning-Free Multi-Event Long Video Generation via Synchronized Coupled Sampling
    2025/03/11 by Subin Kim, Kim, Subin, Seoung Wug Oh +6 · 3 citations
    Computer Science · Engineering · Neuroscience · #Advanced Image Processing Techniques #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural dynamics and brain function
  68. Data-Efficient Molecular Generation with Hierarchical Textual Inversion
    2024/05/05 by Seojin Kim, Kim, Seojin, Jae Hyun Nam +7 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Genetics, Bioinformatics, and Biomedical Research #Monoclonal and Polyclonal Antibodies Research #Chemical Synthesis and Analysis
  69. Think Clearly: Improving Reasoning via Redundant Token Pruning
    2025/06/17 by Daewon Choi, Jimin Lee, Choi, Daewon +16 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Logic, programming, and type systems #Machine Learning (cs.LG) #Natural Language Processing Techniques
  70. OAMixer: Object-aware Mixing Layer for Vision Transformers
    2022/12/13 by Hyun-Woo Kang, Kang, Hyunwoo, Sangwoo Mo +3 · 1 citation
    Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
  71. Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model
    2025/10/31 by John Won, Won, John, Kyungmin Lee +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
  72. Optimal Inference in Crowdsourced Classification via Belief Propagation
    2016/02/11 by Jungseul Ok, Sewoong Oh, Ok, Jungseul +5 · 1 citation
    Computer Science · Decision Sciences · #Mobile Crowdsensing and Crowdsourcing #Auction Theory and Applications #Privacy-Preserving Technologies in Data
  73. Margin Matching Preference Optimization: Enhanced Model Alignment with Granular Feedback
    2024/10/04 by Kyuyoung Kim, Kim, Kyuyoung, Ah Jeong Seo +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences
  74. Controllable Human Image Generation with Personalized Multi-Garments
    2024/11/25 by Yisol Choi, Choi, Yisol, Sangkyung Kwak +7 · 1 citation
    Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
  75. HAMLET: Switch your Vision-Language-Action Model into a History-Aware Policy
    2025/10/01 by Koo, Myungkyu, Daewon Choi, Taeyoung Kim +10 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Semantic Web and Ontologies
  76. Contrastive Representation Regularization for Vision-Language-Action Models
    2025/10/02 by Tae‐Young Kim, Jimin Lee, Kim, Taeyoung +13 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications