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논문 / 저서

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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
3그룹
Metric Compatible Training for Online Backfilling in Large-Scale Image Retrieval
  • 2025
  • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
3그룹
Re-evaluating Group Robustness via Adaptive Class-Specific Scaling
  • 2025
  • IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)
3그룹
Hierarchical Visual Feature Aggregation for OCR-Free Document Understanding
  • 2024
  • Neural Information Processing Systems (NeurIPS)
3그룹
Ex Uno Pluria: Insights on Ensembling in Low Precision Number Systems
  • 2024
  • NeurIPS 2024
3그룹
Variational partial group convolutions for input-aware partial equivariance of rotations and color-shifts
  • 2024
  • ICML2024
3그룹
Learning to explore for stochastic gradient MCMC
  • 2024
  • ICML 2024
3그룹
Enhancing transfer learning with flexible nonparametric posterior sampling
  • 2024
  • ICLR 2024
3그룹
Sparse weight averaging with multiple particles for iterative magnitude pruning
  • 2024
  • ICLR 2024
3그룹
Function Space Bayesian Pseudocoreset for Bayesian Neural Networks
  • 2023
  • Neural Information Processing Systems (NeurIPS)
3그룹
Decoupled trianing for long-tailed classification with stochastic representations
  • 2023
  • International Conference on Learning Representations (ICLR)
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