관련 연구실
등급은 학회·저널 분류이며 연구실 순위가 아닙니다.
- KU머신러닝
이성환PRML Lab
관련 논문 19편비중 10%- 2026TF-CADE: Foreground-Concentrated Text-Video Alignment for Zero-Shot Temporal Action Detection CVPR
- 2026Compositional Meta-Learning for Mitigating Task Heterogeneity in Physics-Informed Neural Networks Pattern Recognition
- 2026DCR-TSF: Dual-Level Compositional Reasoning with Triadic Spherical Fusion for Training-Free Zero-Shot Composed Image Retrieval ACCV
- SNU컴퓨터 비전
곽노준MIPAL Lab
관련 논문 8편비중 9%연구 분야에 명시- 2026DivCon-NeRF: Diverse and Consistent Ray Augmentation for Few-Shot NeRF IJCAI
- 2026Zero-Shot Quantization for Object Detectors using Off-the-Shelf Generative Models ECCV
- 2025Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI
- KAIST머신러닝
신진우ALIN Lab
관련 논문 10편비중 8%- 2026World Action Models Are Zero-Shot Policies CoRL
- 2025StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI
- 2024Unleashing the Power of Meta-tuning for Few-shot Generalization Through Sparse Interpolated Experts ICML
- Yonsei로보틱스
이용현RoPhi Lab
관련 논문 4편비중 18%- 2026AnyCamVLA: Zero-Shot Camera Adaptation for Viewpoint Robust Vision-Language-Action Models IROS
- 2026Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping ICRA
- 2026Zero-Shot Scene Geometry Recognition from Sparse Partial-View Images: Leveraging Generative Diffusion Models for Robotic Manipulation Tasks IEEE RA-L
- SNU머신러닝
김태섭LAAL Lab
관련 논문 3편비중 8%연구 분야에 명시- 2026Memory-Free Continual Learning with Null Space Adaptation for Zero-Shot Vision-Language Models ICLR
- 2023Meta-Learning with a Geometry-Adaptive Preconditioner CVPR
- 2023Meta-Learning with Adaptive Weighted Loss for Imbalanced Cold-Start Recommendation CIKM
- KAIST머신러닝
황성주MLAI Lab
관련 논문 6편비중 6%- 2026Multimodal Collaborative Debate for Zero-Shot Time Series Reasoning EMNLP
- 2025System Prompt Optimization with Meta-Learning NeurIPS
- 2025VideoICL: Confidence-based Iterative In-context Learning for Out-of-Distribution Video Understanding CVPR
- Yonsei데이터 마이닝
박상현DELAB
관련 논문 4편비중 9%- 2026AnyAnomaly: Zero-Shot Customizable Video Anomaly Detection with LVLM WACV
- 2026GranQ: Efficient Channel-wise Quantization via Vectorized Pre-Scaling for Zero-Shot QAT ACM SAC
- 2025Advanced Knowledge Transfer: Refined Feature Distillation for Zero-Shot Quantization in Edge Computing ACM SAC
- Yonsei머신러닝
송경우MLAI Lab
관련 논문 5편비중 6%- 2026Evaluating In-Context Learning in Large Language Models for Molecular Property Regression Journal of Computational Chemistry
- 2025CCL: Causal-aware In-context Learning for Out-of-Distribution Generalization NeurIPS
- 2024Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR
- KAIST컴퓨터 비전
오태현AMI Lab
관련 논문 5편비중 5%- 2026Zero-Shot Rankability: Revealing Latent Ordinal Structure in Multimodal Large Language Models via Language ICML
- 2025Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild CVPR
- 2025Zero-shot Depth Completion via Test-time Alignment with Affine-invariant Depth Prior AAAI
- KAISTAI for Science
예종철BISPL
관련 논문 6편비중 5%- 2025InvFussion: Bridging Supervised and Zero-shot Diffusion for Inverse Problems NeurIPS
- 2024DreamMotion: Space-Time Self-Similarity Score Distillation for Zero-Shot Video Editing ECCV
- 2024Ground-A-Video: Zero-shot Grounded Video Editing using Text-to-image Diffusion Models ICLR
- KUAI for Science
감태의Medical AI Lab
관련 논문 5편비중 7%- 2025Pre-to-Post Operative MRI Generation with Retrieval-based Visual In-Context Learning MICCAI
- 2025Sparsely Labeled fMRI Data Denoising with Meta-Learning-Based Semi-Supervised Domain Adaptation MICCAI
- 2024META-EEG: Meta-learning-based class-relevant EEG representation learning for zero-calibration brain–computer interfaces Expert Systems with Applications
- KAIST컴퓨터 비전
김승룡CV Lab
관련 논문 5편비중 4%- 2025Cross-View Completion Models are Zero-shot Correspondence Estimators CVPR
- 2025Leveraging Intrinsic Components for Few-Shot Neural Radiance Fields in Unconstrained Illumination IEEE Access
- 2024Few-Shot Neural Radiance Fields Under Unconstrained Illumination AAAI
- SNU컴퓨터 비전
박재식Visual & Geometric Intelligence Lab
관련 논문 3편비중 5%- 2026Learning Zero-Shot Subject-Driven Video Generation Using 1% Compute ECCV
- 2026Towards Zero-Shot Point Cloud Registration Across Diverse Scales, Scenes, and Sensor Setups TPAMI
- 2025BUFFER-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes ICCV
- KAIST컴퓨터 비전
홍승훈Vision and Learning Lab
관련 논문 4편비중 11%- 2026HyperFlow: Gradient-Free Emulation of Few-Shot Fine-Tuning NeurIPS
- 2025Universal Few-shot Spatial Control for Diffusion Models NeurIPS
- 2024Meta-Controller: Few-Shot Imitation of Unseen Embodiments and Tasks in Continuous Control NeurIPS
- SNU머신러닝
윤성로AI Lab
관련 논문 4편비중 4%- 2026Negative-Guided Subject Fidelity Optimization for Zero-Shot Subject-Driven Generation ACCV
- 2025Large-Scale Text-to-Image Model with Inpainting is a Zero-Shot Subject-Driven Image Generator CVPR
- 2024Zero-shot Denoising for Real-world Images International Conference on Artificial Intelligence and Pattern Recognition
- SNU머신러닝
이원종DRL Lab
관련 논문 4편비중 16%- 2025Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization AAAI
- 2025Task-Specific Preconditioner for Cross-Domain Few-Shot Learning AAAI
- 2024An Image Grid Can Be Worth a Video: Zero-shot Video Question Answering Using a VLM IEEE Access
- SNU자연어처리·LLM
정교민MI Lab
관련 논문 4편비중 5%- 2025MultiActor-Audiobook: Zero-Shot Audiobook Generation with Faces and Voices of Multiple Speakers INTERSPEECH
- 2025Persona is a Double-Edged Sword: Rethinking the Impact of Role-play Prompts in Zero-shot Reasoning Tasks IJCNLP-AACL
- 2025Public Data Assisted Differentially Private In-Context Learning EMNLP Findings
- KAIST컴퓨터 비전
윤국진VI Lab
관련 논문 3편비중 3%- 2026FrozenDrive: Zero-Shot Text-Guided Driving Scene Generation and Data Augmentation with Parameter-Free Frozen Diffusion Model ECCV
- 2026Analysis of Multiscale Condensation Phenomena Using a Zero-Shot Computer Vision Framework Advanced Science
- 2024Stable Surface Regularization for Fast Few-Shot NeRF 3DV
- SNU머신러닝
장병탁BI Lab
관련 논문 4편비중 6%- 2025Confidence-guided Refinement Reasoning for Zero-shot Question Answering EMNLP
- 2025Socratic planner: Inquiry-based zero-shot planning for embodied instruction following ICRA
- 2024OV-MAP : Open-Vocabulary Zero-Shot 3D Instance Segmentation Map for Robots IROS
- SNU컴퓨터 비전
전세영ICL
관련 논문 3편비중 4%- 2026Fidelity-Preserving Zero-shot Diffusion Models for Highly Ill-posed Inverse Problems in Lensless Imaging Image and Vision Computing
- 2025Few-Shot Arbitrary Super-Resolution Considering Consistency and Realness ICEIC
- 2025Zero-Shot Diffusion Models for Demosaicing in Bayer and Non-Bayer Image Sensors ICEIC
- KAIST컴퓨터 비전
주재걸DAVIAN Lab
관련 논문 3편비중 2%- 2026Object-Centric Residual RL for Zero-Shot Sim-to-Real VLA Enhancement CoRL
- 2025Zero-Shot Head Swapping in Real-World Scenarios CVPR
- 2025Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL
- POSTECH컴퓨터 비전
곽수하, 조민수, 손진희CV Lab
관련 논문 4편비중 3%- 2025Few-Shot Pattern Detection via Template Matching and Regression ICCV
- 2025Locality-Aware Interaction for Zero-Shot Human-Object Interaction Detection CVPR
- 2024Efficient and Versatile Robust Fine-Tuning of Zero-shot Models ECCV
- KAIST머신러닝
윤세영OSI Lab
관련 논문 4편비중 3%- 2025Flex-Judge: Text-Only Reasoning Unleashes Zero-Shot Multimodal Evaluators NeurIPS
- 2025MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV
- 2024Leveraging Normalization Layer in Adapters With Progressive Learning and Adaptive Distillation for Cross-Domain Few-Shot Learning AAAI
- Yonsei머신러닝
손지용ITML Lab
관련 논문 2편비중 8%- 2026Distributional Alignment as a Criterion for Designing Task Vectors in In-Context Learning NeurIPS
- 2026Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models ICML
- SNU자연어처리·LLM
황승원LDI Lab
관련 논문 4편비중 6%- 2025Query-focused Referentiability Learning for Zero-shot Retrieval NAACL
- 2024HIL: Hybrid Isotropy Learning for Zero-shot Performance in Dense retrieval NAACL
- 2024ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL
- SNU컴퓨터 비전
김영민3D Vision Lab
관련 논문 2편비중 4%- 2026AnyCamVLA: Zero-Shot Camera Adaptation for Viewpoint Robust Vision-Language-Action Models IROS
- 2026Point2Act: Efficient 3D Distillation of Multimodal LLMs for Zero-Shot Context-Aware Grasping ICRA
- SNU머신러닝
송현오Machine Learning Lab
연구 분야에 명시 - KAIST컴퓨터 비전
심현정CVML Lab
관련 논문 3편비중 6%- 2026Blind to Position, Biased in Language: Probing Mid-Layer Representational Bias in Vision-Language Encoders for Zero-Shot Language-Grounded Spatial Understanding ECCV
- 2024Adapting Low-Dose CT Denoisers for Texture Preservation using Zero-Shot Local Noise-level Matching Medical Physics
- 2023Few-shot Font Generation with Weakly Supervised Localized Representations TPAMI
- KAIST컴퓨터 비전
김현우MLV Lab
관련 논문 3편비중 4%- 2025Super-class guided Transformer for Zero-Shot Attribute Classification AAAI
- 2025Visual Diversity and Region-aware Prompt Learning for Zero-shot HOI Detection NeurIPS
- 2023Read-only Prompt Optimization for Vision-Language Few-shot Learning ICCV
- KAIST머신러닝
양은호MLI Lab
관련 논문 3편비중 4%- 2025Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV
- 2025Face-StyleSpeech: Enhancing Zero-shot Speech Synthesis from Face Images with Improved Face-to-Speech Mapping ICASSP
- 2023ZET-Speech: Zero-shot adaptive Emotion-controllable Text-to-Speech Synthesis with Diffusion and Style-based Models INTERSPEECH
- Yonsei자연어처리·LLM
김재형ML3 Lab
관련 논문 2편비중 4%- 2026Training-free LLM Verification via Recycling Few-shot Examples EMNLP
- 2025Few-shot Personalization of LLMs with Mis-aligned Responses NAACL
- SNU데이터 마이닝
강유Data Mining Lab
관련 논문 2편비중 3%- 2026Accurate Zero-shot Quantization via Hierarchical Teacher-Assistant Distillation ECCV
- 2025SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning ICLR
- KU머신러닝
정종헌TAIL
관련 논문 3편비중 13%- 2025StarFT: Robust Fine-tuning of Zero-shot Models via Spuriosity Alignment IJCAI
- 2024Few-shot Anomaly Detection via Personalization IEEE Access
- 2023WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation CVPR
- KAIST음성·오디오
정준선Multimodal AI Lab
관련 논문 2편비중 2%- 2026Acoustic Prompting via Stage-wise Modulation for Few-Shot Learning in Audio Language Models INTERSPEECH
- 2025MAVFlow: Preserving Paralinguistic Elements with Conditional Flow Matching for Zero-Shot AV2AV Multilingual Translation ICCV
- KU컴퓨터 비전
박경문VGI Lab
관련 논문 3편비중 7%- 2025Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech ICML
- 2024Pre-trained Vision and Language Transformers Are Few-Shot Incremental Learners CVPR
- 2023LFS-GAN: Lifelong Few-Shot Image Generation ICCV
- KAIST자연어처리·LLM
서민준LK Lab
관련 논문 4편비중 6%- 2024ListT5: Listwise Reranking with Fusion-in-Decoder Improves Zero-shot Retrieval ACL
- 2023Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR
- 2023The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning EMNLP
- SNU자연어처리·LLM
유영재PI Lab
관련 논문 3편비중 3%- 2025Zero-shot Multimodal Document Retrieval via Cross-modal Question Generation EMNLP
- 2024Large Language Models are Students at Various Levels: Zero-shot Question Difficulty Estimation EMNLP Findings
- 2023Zero-shot Active Visual Search (ZAVIS): Intelligent Object Search for Robotic Assistants ICRA
- Yonsei자연어처리·LLM
한요섭TOC Lab
관련 논문 2편비중 4%- 2026EnCur: Curriculum-Based In-Context Learning with Structural Encoding for Code Time Complexity Prediction Expert Systems with Applications
- 2024SuperST: Superficial Self-Training for Few-Shot Text Classification LREC-COLING
- KAIST머신러닝
문재균
관련 논문 2편비중 10%- 2026Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models ICLR
- 2023Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR
- KAIST데이터 마이닝
이재길Data Mining Lab
관련 논문 2편비중 5%- 2025Large Language Models are Zero-Shot Point-of-Interest Recommenders Data Mining and Knowledge Discovery
- 2025TFAS: Zero-Shot NAS for General Time-Series Analysis with Time-Frequency Aware Scoring Machine Learning
- Yonsei머신러닝
한동준Edge AI Lab
관련 논문 2편비중 5%- 2026Identifying Robust Neural Pathways: Few-Shot Adversarial Mask Tuning for Vision-Language Models ICLR
- 2023Warping the Space: Weight Space Rotation for Class-Incremental Few-Shot Learning ICLR
- KU컴퓨터 비전
김동현UTL Lab
관련 논문 2편비중 4%- 2025ZIUM: Zero-Shot Intent-Aware Adversarial Attack on Unlearned Models ICCV
- 2024Efficient and Versatile Robust Fine-Tuning of Zero-shot Models ECCV
- SNU컴퓨터 비전
김건희Vision & Learning Lab
관련 논문 2편비중 4%- 2025FedMeNF: Privacy-Preserving Federated Meta-Learning for Neural Fields ICCV
- 2024Meta-Learning Approach for Joint Multimodal Signals with Multimodal Iterative Adaptation TMLR
- KAIST머신러닝
이주호SIML Lab
관련 논문 2편비중 3%- 2025StarFT: robust fine-tuning of zero-shot models via spuriosity alignment IJCAI
- 2024Lipsum-FT: robust fine-tuning of zero-shot models using random text guidance ICLR
- SNUAI for Science
김경수AIBL
관련 논문 2편비중 6%- 2025Early Timestep Zero-Shot Candidate Selection for Instruction-Guided Image Editing ICCV
- 2023Automatic stridor detection using small training set via patch-wise few-shot learning for of multiple system atrophy Scientific Reports
- KAIST데이터 마이닝
황지영Big Data Intelligence Lab
관련 논문 1편비중 5%- 2026FIETA: Few-Shot Inductive Knowledge Graph Completion via Task-Aware Graph Neural Networks CIKM
- SNU머신러닝
양인순LDS Lab
관련 논문 1편비중 4%- 2026Zero-shot generalization in LQR via D-optimal successor-feature coverage CDC
- POSTECH머신러닝
이남훈Computational Optimization Lab
관련 논문 1편비중 4%- 2026Quantifying Aleatoric Uncertainty of In-Context Learning for Robust Measure of LLM Prediction Confidence ACL
- Yonsei자연어처리·LLM
여진영Language & AGI Lab
관련 논문 2편비중 4%- 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-shot Question Answering EMNLP
- 2024Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS
- Yonsei머신러닝
노승문AI-ISL
관련 논문 1편비중 3%- 2026Few-Shot Truly Benign DPO Attack for Jailbreaking LLMs NeurIPS
- Yonsei자연어처리·LLM
이동하DLI Lab
관련 논문 2편비중 3%- 2024Evidence-Focused Fact Summarization for Knowledge-Augmented Zero-Shot Question Answering EMNLP
- 2024Train-Attention: Meta-Learning Where to Focus in Continual Knowledge Learning NeurIPS
- SNU데이터 마이닝
강필성DSBA Lab
관련 논문 1편비중 2%- 2026Domain Adaptation of Attention Heads for Zero-shot Anomaly Detection Computer Vision and Image Understanding
- SNU머신러닝
문태섭M.IN.D Lab
관련 논문 1편비중 2%- 2026PRISP: Privacy-Safe Few-Shot Personalization via Lightweight Adaptation ACL
- SNU컴퓨터 비전
이경무, 한보형CV Lab
관련 논문 2편비중 2%- 2024CLOSER: Towards Better Representation Learning for Few-Shot Class-Incremental Learning ECCV
- 2024Depth-Regularized Optimization for 3D Gaussian Splatting in Few-Shot Images CVPR
- SNU컴퓨터 비전
최종현MPR Lab
관련 논문 1편비중 2%- 2026Visual Grounding First, Multimodal In-context Learning Follows NeurIPS
- KAIST머신러닝
윤철희OptiML Lab
관련 논문 1편비중 2%- 2026In-Context Learning of Hidden Markov Models by Loop Transformers NeurIPS
- KU머신러닝
이창희AIX
관련 논문 1편비중 3%- 2026FA-DeepMSM: A Few-shot Adapted Interpretable Multimodal Survival Model for Improved Prognostic Prediction in Glioblastoma Scientific Reports
- KAIST음성·오디오
남주한MAC Lab
관련 논문 1편비중 1%- 2026SDP-Codec: A Speaker-Decoupled Speech Codec with Pitch Injection for Low-Bitrate Coding and Zero-Shot Voice Conversion INTERSPEECH
- KAIST데이터 마이닝
신기정Data Mining Lab
관련 논문 1편비중 1%- 2026Zero-Shot Tabular Learning via Hypergraph Reasoning with LLMs EMNLP
- POSTECH그래픽스
이승용, 조성현, 백승환CG Lab
관련 논문 1편비중 1%- 2026Learning Zero-Shot Subject-Driven Video Generation Using 1% Compute ECCV
- KU음성·오디오
김찬우SLPL
관련 논문 2편비중 8%- 2024Latent Filling: Latent Space Data Augmentation for Zero-Shot Speech Synthesis ICASSP
- 2023Hierarchical Timbre-Cadence Speaker Encoder for Zero-shot Speech Synthesis INTERSPEECH
- POSTECH머신러닝
이재호EffL Lab
관련 논문 2편비중 5%- 2024Few-shot Unlearning IEEE S&P
- 2023Learning Large-scale Neural Fields via Context Pruned Meta-learning NeurIPS
- KAIST데이터 마이닝
박노성BigDyL
관련 논문 2편비중 3%- 2024Can we pre-train ICL-based SFMs for the zero-shot inference of the 1D CDR problem with noisy data? NeurIPS
- 2023Hypernetwork-based Meta-Learning for Low-Rank Physics-Informed Neural Networks NeurIPS
- KAIST데이터 마이닝
박찬영DSAIL
관련 논문 2편비중 2%- 2024Unsupervised Episode Generation for Graph Meta-learning ICML
- 2023Task-Equivariant Graph Few-shot Learning KDD
- Yonsei머신러닝
조성배SCLAB
관련 논문 2편비중 3%- 2024Disentangled Prototypical Convolutional Network for Few-Shot Learning in In-Vehicle Noise Classification IEEE Access
- 2023Triplet-trained graph transformer with control flow graph for few-shot malware classification Information Sciences
- SNU로보틱스
박종우FCP Robotics Lab
관련 논문 1편비중 5%- 2025Diverse Policy Learning Via Random Obstacle Deployment for Zero-Shot Adaptation IEEE RA-L
- SNU데이터 마이닝
유재민Data AI Lab
관련 논문 1편비중 4%- 2025Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification NeurIPS
- KAIST컴퓨터 비전
성민혁Visual AI Group
관련 논문 1편비중 2%- 2025ORIGEN: Zero-Shot 3D Orientation Grounding in Text-to-Image Generation NeurIPS
- KAIST머신러닝
이상완AI Brain Lab
관련 논문 1편비중 2%- 2025Striatal arbitration between choice strategies guides few-shot adaptation Nature Communications
- POSTECH음성·오디오
서영주AIoT Lab
관련 논문 1편비중 3%- 2025QR-VC: Leveraging Quantization Residuals for Linear Disentanglement in Zero-Shot Voice Conversion EUSIPCO
- Yonsei컴퓨터 비전
전해곤Visual AI Lab
관련 논문 1편비중 2%- 2025Test-Time Prompt Tuning for Zero-Shot Depth Completion ICCV
- SNUAI for Science
이동헌BiLab
관련 논문 1편비중 2%- 2025Quantification of Left Ventricular Mass in Multiple Views of Echocardiograms using Model-agnostic Meta Learning in a Few-Shot Setting PeerJ Computer Science
- SNU컴퓨터 비전
조남익ISPL
관련 논문 1편비중 2%- 2025SFS-NERF: Enhancing Geometry Consistency in Few-shot Novel View Synthesis through Surface-aware Neural Rendering ICIP
- KAIST컴퓨터 비전
노용만IVY Lab
관련 논문 1편비중 1%- 2025Zero-AVSR: Zero-Shot Audio-Visual Speech Recognition with LLMs by Learning Language-Agnostic Speech Representations ICCV
- KU컴퓨터 비전
김상필Computer Vision Lab
관련 논문 1편비중 2%- 2025Cropper: Vision-Language Model for Image Cropping through In-Context Learning CVPR
- Yonsei컴퓨터 비전
오유진OMAEL
관련 논문 1편비중 9%- 2024OTSeg: Multi-prompt Sinkhorn Attention for Zero-shot Semantic Segmentation ECCV
- SNU자연어처리·LLM
이재윤SKI-ML Lab
관련 논문 1편비중 4%- 2024Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning ACL
- KAIST머신러닝
김희영Engineering Data Science Lab
관련 논문 1편비중 3%- 2024Few-shot Classification of Wafer Bin Maps Using Transfer Learning and Ensemble Learning ASME Journal of Manufacturing Science and Engineering
- SNU머신러닝
이정우CML Lab
관련 논문 1편비중 2%- 2024Ricci Planner: Zero-Shot Transfer for Goal-Conditioned Reinforcement Learning via Geometric Flow IEEE Access
- SNU컴퓨터 비전
이준석VIP Lab
관련 논문 1편비중 2%- 2024Modality-Aware Representation Learning for Zero-shot Sketch-based Image Retrieval WACV
- KAISTAI for Science
최윤재
관련 논문 1편비중 2%- 2024Significantly Improving Zero-shot X-ray Pathology Classification via Fine-tuning Pre-trained Image-Text Encoders Scientific Reports
- POSTECH자연어처리·LLM
이근배, 김형훈NLP Lab
관련 논문 1편비중 1%- 2024Enhancing Zero-Shot Multi-Speaker TTS with Negated Speaker Representations AAAI
- KU자연어처리·LLM
이상근Data Intelligence Lab
관련 논문 1편비중 3%- 2024Zero-shot Commonsense Reasoning over Machine Imagination EMNLP Findings
- POSTECH머신러닝
김동우, 옥정슬, 박상돈, 박은혁ML Lab
관련 논문 1편비중 1%- 2024Few-shot Unlearning IEEE S&P
- SNU컴퓨터 비전
임종우RV Lab
관련 논문 1편비중 10%- 2023Meta-learning for adaptation of deep optical flow networks WACV
- KU머신러닝2026 업데이트 중
정원주Statistical Intelligence Lab
관련 논문 1편비중 14%- 2023Enhancement of Few-shot Image Classification Using Eigenimages International Journal of Control, Automation and Systems
- SNUAI 시스템
서지원Machine Learning Systems Lab
관련 논문 1편비중 8%- 2023X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL Findings
- KAIST로보틱스2026 업데이트 중
김범준HuGe Lab
관련 논문 1편비중 8%- 2023Pre- and post-contact policy decomposition for non-prehensile manipulation with zero-shot sim-to-real transfer IROS
- SNU자연어처리·LLM
이상구IDS Lab
관련 논문 1편비중 6%- 2023Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners AAAI
- SNU자연어처리·LLM
조요한
관련 논문 1편비중 2%- 2023A Zero-Shot Approach for Multi-User Task-Oriented Dialog Generation INLG
- KAIST머신러닝
박진규System Intelligence Lab
관련 논문 1편비중 2%- 2023Meta-SAGE: A Scale Meta-Learning Scheduled Adaptation with Guided Exploration for Large Scale Combinatorial Optimization ICML
- KU로보틱스
최성준Robot Intelligence Lab
관련 논문 1편비중 3%- 2023Zero-shot active visual search (ZAVIS): Intelligent object search for robotic assistants ICRA