연구성과 및 활동

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연구성과 및 활동

[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

[특허]온디바이스 기반 개인정보 유출 방지 및 개인화 응답 시스템 및 방법

[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

[ICCV]CAFA: Class-aware Feature Alignment for Test-time Adaptaion

[윤리학]한국에서 자산소유 민주주의를 실현하기 위한 포용적, 자율적 교육정책: 롤즈 정의론의 경험적 전회를 위한 시론

[경쟁법연구]생성AI의 기만수단으로의 오용: 실태, 대응기술, 법적 쟁점

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