Achievements

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Achievements

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Achievements

[East Asian Science, Technology and Society: An International Journal]A Tough Balancing Act – The Evolving AI Governance in Korea

[Informatization Policy]Literature Review of AI Hallucination Research Since the Advent of ChatGPT: Focusing on Papers from arXiv

[COLM]Fakes of Varying Shades: How Warning Affects Human Perception and Engagement Regarding LLM Hallucinations

[NeurIPS]CLeAR: Continual Learning on Algorithmic Reasoning for Human-like Intelligence

[AIM]Real-world Prediction of Preclinical Alzheimer’s Disease with a Deep Generative Model

[ICML]Covariate balancing using the integral probability metric for causal inference

[ICCV]Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation

[ICML]Improving Visual Prompt Tuning for Self-supervised Vision Transformers

[ICML]On the Impact of Knowledge Distillation for Model Interpretability

[ICML]Probabilistic Concept Bottleneck Models

[ACL]Model Intrinsic Features of Fine-tuning based Text Summarization Models for Factual Consistency

[ACL]Large-scale Lifelong Learning of In-context Instructions and How to Tackle It

[CML]De-stereotyping Text-to-image Models through Prompt Tuning

[Patent] On-Device Based Personal Information Leakage Prevention and Personalized Response System/Method

[NeurIPS]Function Space Bayesian Pseudocoreset for Bayesian Neural Networks

[ICLR]Decoupled trianing for long-tailed classification with stochastic representations

[ICML]Towards safe self-distillation of internet-scale text-to-image diffusion models

[NeurIPS]Generative Neural Fields by Mixtures of Neural Implicit Functions

[IEEE]Open-Set Representation Learning through Combinatorial Embedding

[AAAI]When Model Meets New Normals: Test-time Adaptation for Unsupervised Time-series Anomaly Detection

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