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논문 / 저서

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2그룹
NanoVoice: Efficient Speaker-Adaptive Text-to-Speech for Multiple Speakers
  • 2005
  • International Conference on Acoustics, Speech, and Signal Processing
3그룹
Active Learning with Selective Time-Step Acquisition for PDEs
  • 2025
  • ICML 2025
3그룹
Fine-Grained Captioning of Long Videos through Scene Graph Consolidation
  • 2025
  • International Conference on Machine Learning(ICML)
3그룹
Relaxed Contrastive Learning for Federated Learning
  • 2024
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
3그룹
HarmAug: Effective Data Augmentation for Knowledge Distillation of Safety Guard Models
  • 2025
  • International Conference on Learning Representations
3그룹
Learning Diverse Attacks on Large Language Models for Robust Red-Teaming and Safety Tuning
  • 2025
  • International Conference on Learning Representations
3그룹
Parameter Expanded Stochastic Gradient Markov Chain Monte Carlo
  • 2025
  • International Conference on Learning Representations
3그룹
Lipsum-FT: Robust fine-Tuning of Zero-Shot Models Using Random Text Guidance
  • 2024
  • International Conference on Learning Representations
3그룹
Stochastic Optimal Control for Diffusion Bridges in Function Spaces
  • 2024
  • Neural Information Processing Systems (NeurIPS)
3그룹
Model Fusion through Bayesian Optimization in Language Model Fine-Tuning
  • 2024
  • Neural Information Processing Systems (NeurIPS)
3그룹
Safeguard Text-to-Image Diffusion Models with Human Feedback Inversion
  • 2024
  • Computer Vision – ECCV 2024
2그룹
Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors
  • 2024
  • International Conference on Learning Representations
2그룹
SF(DA)2: Source-free Domain Adaptation Through the Lens of Data Augmentation
  • 2024
  • International Conference on Learning Representations (ICLR)
2그룹
DAFA: Distance-Aware Fair Adversarial Training
  • 2024
  • International Conference on Learning Representations (ICLR)
2그룹
Paralinguistics-Aware Speech-Empowered Large Language Models for Natural Conversation
  • 2024
  • Conference on Neural Information Processing Systems (NeurIPS)
2그룹
Disentangled Motion Modeling for Video Frame Interpolation
  • 2025
  • AAAI Conference on Artificial Intelligence
2그룹
TAROT: Towards Essentially Domain-Invariant Robustness with Theoretical Justification
  • 2025
  • Computer Vision and Pattern Recognition Conference (CVPR)
2그룹
Fair Clustering via Alignment
  • 2025
  • International Conference on Machine Learning (ICML)
2그룹
Fair Representation Learning for Continuous Sensitive Attributes Using Expectation of Integral Probability Metrics
  • 2025
  • IEEE Transactions on Pattern Analysis And Machine Intelligence
2그룹
Insights from the Incheon Airport Case in South Korea: balancing public safety and individual rights with global scalability analysis
  • 2025
  • Humanities and Social Sciences Communications
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