논문연구회 게시판목록 | 성균관대학교 스마트팩토리융합학과

[Jump-Up] RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding NEW
- No.666
- 구윤호
- 2025-12-03
- 조회수14
- 첨부파일
[학술대회] Tip-Adapter: Training-free CLIP-Adapter for Better Vision-Language Modeling NEW
- No.665
- 사민
- 2025-12-02
- 조회수7
- 첨부파일
[저널] Learning to Prompt for Vision-Language Models NEW
- No.664
- 사민
- 2025-12-02
- 조회수12
- 첨부파일
[학술대회] LLM-Seg: Bridging Image Segmentation and Large Language Model Reasoning NEW
- No.663
- 박승민
- 2025-12-02
- 조회수52
- 첨부파일
[기타] LLMS CAN GET “BRAIN ROT”! NEW
- No.662
- 이근호
- 2025-12-01
- 조회수50
- 첨부파일
[학술대회] Time-LLM: Time Series Forecasting by Reprogramming Large Language Models NEW
- No.661
- 정유진
- 2025-12-01
- 조회수44
- 첨부파일
[학술대회] LogicQA Logical Anomaly Detection with Vision Language Model Generated Questions NEW
- No.660
- 진태헌
- 2025-11-30
- 조회수52
- 첨부파일
[학술대회] Bayesian Prompt Flow Learning for Zero-Shot Anomaly Detection NEW
- No.659
- 김은호
- 2025-11-30
- 조회수35
- 첨부파일
[학술대회] DeepDPM: Deep Clustering With an Unknown Number of Clusters NEW
- No.658
- 곽연규
- 2025-11-30
- 조회수44
- 첨부파일
[학술대회] Superpoint Transformer for 3D Scene Instance Segmentation NEW
- No.657
- 구윤호
- 2025-11-30
- 조회수58
- 첨부파일
[저널] LEAF-YOLO: Lightweight Edge-Real-Time Small Object Detection on Aerial Imagery NEW
- No.656
- 하태원
- 2025-11-29
- 조회수30
- 첨부파일
[학술대회] Towards Training-free Anomaly Detection with Vision and Language Foundation Models NEW
- No.655
- 진태헌
- 2025-11-27
- 조회수37
- 첨부파일
[저널] ▮DLTA▮ Anomaly detection in smart manufacturing: An Adaptive AdversarialTransformer-based model NEW
- No.654
- 김민석
- 2025-11-27
- 조회수7
- 첨부파일
[저널] ▮DLTA▮ Multimodal Industrial Anomaly Detection via Uni-Modal and Cross-Modal Fusion
- No.653
- 안이슬
- 2025-11-24
- 조회수18
- 첨부파일
[저널] ▮DLTA▮ A Digital Twin Framework With Bayesian Optimization and Deep Learning for Semiconductor Process Control
- No.652
- 이승현
- 2025-11-24
- 조회수38
- 첨부파일
[저널] Hybrid Deep Learning for Predictive Maintenance: LSTM, GRU, CNN, and Dense Models Applied to Transformer Failure Forecasting
- No.651
- 강건욱
- 2025-11-23
- 조회수12
- 첨부파일
[저널] ▮DLTA▮ Embodied large language models enable robots to complete complex tasks in unpredictable environments
- No.650
- 박형식
- 2025-11-22
- 조회수8
- 첨부파일
[저널] AnoViT Unsupervised Anomaly Detection and Localization With Vision Transformer-Based Encoder-Decoder
- No.649
- 김동현
- 2025-11-16
- 조회수36
- 첨부파일
[학술대회] Prototypical Residual Networks for Anomaly Detection and Localization
- No.648
- 임재훈
- 2025-11-13
- 조회수30
- 첨부파일
[Jump-Up] YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection
- No.647
- 하태원
- 2025-11-07
- 조회수57
- 첨부파일
[저널] BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
- No.646
- 사민
- 2025-11-06
- 조회수31
- 첨부파일
[학술대회] TriP-LLM: A Tri-Branch Patch-Wise Large Language Model Framework for Time-Series Anomaly Detection
- No.645
- 정유진
- 2025-11-03
- 조회수68
- 첨부파일
[학술대회] AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
- No.644
- 진태헌
- 2025-11-02
- 조회수40
- 첨부파일
[학술대회] FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction
- No.643
- 곽연규
- 2025-11-02
- 조회수44
- 첨부파일
[저널] ▮DLTA▮DBNet: A depth-guided and boundary-aware network for amodal instance segmentation
- No.642
- 박나영
- 2025-11-02
- 조회수10
- 첨부파일
[학술대회] AA-CLIP: Enhancing Zero-shot Anomaly Detection via Anomaly-Aware CLIP
- No.641
- 김은호
- 2025-11-02
- 조회수77
- 첨부파일
[학술대회] PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-modal Distillation and Super-Voxel Clustering
- No.640
- 구윤호
- 2025-11-02
- 조회수67
- 첨부파일
[학술대회] Feature Information Driven Position Gaussian Distribution Estimation for Tiny Object Detection
- No.639
- 하태원
- 2025-11-01
- 조회수85
- 첨부파일
[학술대회] XFeat: Accelerated Features for Lightweight Image Matching
- No.638
- 구윤호
- 2025-10-31
- 조회수74
- 첨부파일
[Jump-Up] CLIP-Adapter: Better Vision-Language Models with Feature Adapters
- No.637
- 김은호
- 2025-10-30
- 조회수47
- 첨부파일
[저널] Transformer-based multivariate time series anomaly detection using inter-variable attention mechanism
- No.636
- 공태웅
- 2025-10-29
- 조회수88
- 첨부파일
[Jump-Up] Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
- No.635
- 구윤호
- 2025-10-29
- 조회수35
- 첨부파일
[학술대회] ▮SF-13▮ RFLA: Gaussian Receptive Field based Label Assignment for Tiny Object Detection
- No.634
- 이재욱
- 2025-10-28
- 조회수25
- 첨부파일
[저널] ▮SF-11▮ YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-Time Object Detection
- No.633
- 안이슬
- 2025-10-27
- 조회수62
- 첨부파일
[저널] ▮DLTA▮ Real-time industrial carbon emission estimation with deep learning-based device recognition and incomplete smart meter data
- No.632
- 김민우
- 2025-10-26
- 조회수56
- 첨부파일
[저널] ▮DLTA▮ Categorical Depth Distribution Network for Monocular 3D Object Detection (CaDDN)
- No.631
- 박나영
- 2025-10-25
- 조회수28
- 첨부파일
[저널] ▮DLTA▮ Optimizing semiconductor process recipe settings using hybrid meta-learning and metaheuristic approaches
- No.630
- 이승현
- 2025-10-25
- 조회수52
- 첨부파일
[저널] ▮DLTA▮Comparison of deep learning models for predictive maintenance in industrial manufacturing systems using sensor data
- No.629
- 강건욱
- 2025-10-24
- 조회수36
- 첨부파일
[저널] ▮DLTA▮ Human–machine collaboration for improving semiconductor process development
- No.628
- 이승현
- 2025-10-23
- 조회수78
- 첨부파일
[저널] ▮DLTA▮ Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer
- No.627
- 한지혜
- 2025-10-23
- 조회수20
- 첨부파일
[저널] ▮DLTA▮ MPA-YOLO: Steel surface defect detection based on improved YOLOv8 framework
- No.626
- 김민석
- 2025-10-18
- 조회수67
- 첨부파일
[저널] ▮DLTA▮ IDEA: Image description enhanced CLIP-adapter for image classification
- No.625
- 사민
- 2025-10-17
- 조회수48
- 첨부파일
[학술대회] Pixel-Perfect Depth with Semantics-Prompted Diffusion Transformers
- No.624
- 박기수
- 2025-10-15
- 조회수58
- 첨부파일
[Jump-Up] LLMFormer: Large Language Model for Open-Vocabulary Semantic Segmentation
- No.623
- 진태헌
- 2025-10-14
- 조회수48
- 첨부파일
[학술대회] ▮DLTA▮ Depth Anything V2
- No.622
- 한지혜
- 2025-10-13
- 조회수72
- 첨부파일
[학술대회] Unsupervised Surface Anomaly Detection with Diffusion Probabilistic Model
- No.621
- 권태완
- 2025-10-13
- 조회수22
- 첨부파일
[학술대회] ▮DLTA▮ RL-augmented MPC Framework for Agile and Robust Bipedal Footstep Locomotion Planning and Control
- No.620
- 임윤호
- 2025-10-13
- 조회수63
- 첨부파일
[학술대회] ▮DLTA▮ Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- No.619
- 안효흠
- 2025-10-12
- 조회수75
- 첨부파일
[학술대회] ▮SF-12▮ Towards Vivid and Diverse Image Colorization with Generative Color Prior
- No.618
- 공태웅
- 2025-10-12
- 조회수41
- 첨부파일
[저널] ▮DLTA▮ Improving intelligent perception and decision optimization of pedestrian crossing scenarios in autonomous driving environments through large visual language models
- No.617
- 안이슬
- 2025-10-12
- 조회수68
- 첨부파일
[학술대회] ▮DLTA▮ Depth Pro: Sharp Monocular Metric Depth in Less Than a Second
- No.616
- 송상준
- 2025-10-11
- 조회수89
- 첨부파일
[학술대회] ▮SF-7▮ FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction
- No.615
- 송상준
- 2025-10-11
- 조회수54
- 첨부파일
[저널] ▮DLTA▮ SCL: A sustainable deep learning solution for edge computing ecosystem in smart manufacturing
- No.614
- 홍기록
- 2025-10-11
- 조회수107
- 첨부파일
[저널] ▮SF-11▮ Multimodal fusion and knowledge distillation for improved anomaly detection
- No.613
- 안이슬
- 2025-10-10
- 조회수50
- 첨부파일
[학술대회] ▮DLTA▮ InstructBLIP- Towards General-purpose Vision-Language Models with Instruction Tuning
- No.612
- 안이슬
- 2025-10-10
- 조회수100
- 첨부파일
[Jump-Up] HCF-Net: Hierarchical Context Fusion Network for Infrared Small Object Detection
- No.611
- 하태원
- 2025-10-10
- 조회수28
- 첨부파일
[학술대회] FlashAttention: Fast and Memory-Efficient Exact Attention
- No.610
- 이근호
- 2025-10-10
- 조회수22
- 첨부파일
[저널] Multi-block local outlier factor anomaly detection of complex industrial systems
- No.609
- 김기성
- 2025-10-10
- 조회수53
- 첨부파일
[학술대회] ▮SF-11▮Bounding Boxes and Probabilistic Graphical Models Video Anomaly Detection Simplified
- No.608
- 이근호
- 2025-10-10
- 조회수23
- 첨부파일
[저널] ▮SF-1▮ Limited Data Rolling Bearing Fault Diagnosis With Few-Shot Learning
- No.607
- 윤태휘
- 2025-10-09
- 조회수35
- 첨부파일
[저널] ▮DLTA▮ A large language model-based manufacturing process planning approach under industry 5.0
- No.606
- 박형식
- 2025-10-09
- 조회수119
- 첨부파일
[학술대회] ▮SF-2▮ Gamification with Personalized Learning Using Machine Learning Techniques
- No.605
- 조환희
- 2025-10-07
- 조회수88
- 첨부파일
[저널] SoftPatch+: Fully unsupervised anomaly classification and segmentation
- No.604
- 곽연규
- 2025-10-01
- 조회수95
- 첨부파일
[학술대회] ▮SF-7▮Wavelet and Prototype Augmented Query-based Transformer for Pixel-level Surface Defect Detection
- No.603
- 곽연규
- 2025-10-01
- 조회수42
- 첨부파일
[저널] CLIP-Adapter: Better Vision-Language Models with Feature Adapters
- No.602
- 임재훈
- 2025-10-01
- 조회수58
- 첨부파일
[학술대회] DQ-DETR: DETR with Dynamic Query for Tiny Object Detection
- No.601
- 하태원
- 2025-09-30
- 조회수26
- 첨부파일
[학술대회] Graph-Jigsaw Conditioned Diffusion Model for Skeleton-based Video Anomaly Detection
- No.600
- 정유진
- 2025-09-30
- 조회수51
- 첨부파일
[학술대회] ▮SF-9▮Point-SAM: Promptable 3D Segmentation Model for Point Clouds
- No.599
- 구윤호
- 2025-09-30
- 조회수40
- 첨부파일
[학술대회] Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation
- No.598
- 구윤호
- 2025-09-30
- 조회수43
- 첨부파일
[학술대회] PromptAD: Zero-shot Anomaly Detection using Text Prompts
- No.597
- 김은호
- 2025-09-30
- 조회수61
- 첨부파일
[학술대회] TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection
- No.596
- 공태웅
- 2025-09-30
- 조회수96
- 첨부파일
[Jump-Up] Are Transformers Effective for Time Series Forecasting?
- No.595
- 이근호
- 2025-09-30
- 조회수24
- 첨부파일
[저널] ▮SF-6 ▮EdgeFace Efficient Face Recognition Model for Edge Devices
- No.594
- 이학규
- 2025-09-30
- 조회수20
- 첨부파일
[저널] MDC-Net: Multimodal defect captioning network for surface steel defects
- No.593
- 박승민
- 2025-09-29
- 조회수147
- 첨부파일
[저널] ▮DLTA▮ Data Analytics for Automated Feature Extraction and Anomaly Detection in a Class of Industrial Manufacturing Processes
- No.592
- 조환희
- 2025-09-27
- 조회수98
- 첨부파일
[학술대회] ▮URP▮ Quantization without Tears
- No.591
- 김민준
- 2025-09-25
- 조회수99
- 첨부파일
[학술대회] Time-LLM: Time Series Forecasting by Reprogramming Large Language Models
- No.590
- 이근호
- 2025-09-24
- 조회수105
- 첨부파일
[Jump-Up] Learning Latent Part-Whole Hierarchies for Point Clouds
- No.589
- 구윤호
- 2025-09-24
- 조회수40
- 첨부파일
[학술대회] ▮SF-7▮ Toward Generalist Anomaly Detection via In-context Residual Learning with Few-shot Sample Prompts
- No.588
- 김예나
- 2025-09-24
- 조회수50
- 첨부파일
[저널] ▮DLTA▮ AI-based Modeling and Data-driven Evaluation for Smart Manufacturing Processes
- No.587
- 강건욱
- 2025-09-23
- 조회수112
- 첨부파일
[학술대회] ▮SF-5▮ Lead-Time Prediction in Wind Tower Manufacturing: A Machine Learning-Based Approach
- No.586
- 김창혁
- 2025-09-23
- 조회수31
- 첨부파일
[학술대회] ▮SF-5▮ Point Transformer V3: Simpler, Faster, Stronger
- No.585
- 박재현
- 2025-09-23
- 조회수57
- 첨부파일
[학술대회] ▮SF-4▮ PLReMix_Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning
- No.584
- 문홍진
- 2025-09-23
- 조회수44
- 첨부파일
[학술대회] ▮SF-4▮ LoRA_Low-Rank Adaptation of Large Language Models
- No.583
- 박윤서
- 2025-09-23
- 조회수51
- 첨부파일
[저널] ▮SF-8▮ Research on a Metal Surface Defect Detection Algorithm Based on DSL-YOLO.
- No.582
- 최성지
- 2025-09-23
- 조회수34
- 첨부파일
[저널] ▮SF-8▮Computer vision-based algorithm for precise defect detection and classification in photovoltaic modules
- No.581
- 변지환
- 2025-09-23
- 조회수101
- 첨부파일
[저널] ▮SF-1▮ Reinforcing Consistent Reasoning in Industrial Anomaly Detection
- No.580
- 장재요
- 2025-09-23
- 조회수98
- 첨부파일
[저널] ▮SF-1▮ Personalizing Vision-Language Models With Hybrid Prompts for Zero-Shot Anomaly Detection
- No.579
- 진태헌
- 2025-09-23
- 조회수74
- 첨부파일
[학술대회] ▮SF-7▮ Real-IAD D³: A Real-World 2D/Pseudo-3D/3D Dataset for Industrial Anomaly Detection
- No.578
- 김효정
- 2025-09-23
- 조회수51
- 첨부파일
[학술대회] ▮SF-10▮ CARLA: Self-supervised Contrastive Representation Learning for Time Series Anomaly Detection
- No.577
- 명성호
- 2025-09-22
- 조회수76
- 첨부파일
[저널] ▮DLTA▮ A multi‑information fusion anomaly detection model based on convolutional neural networks and AutoEncoder
- No.576
- 김민석
- 2025-09-22
- 조회수94
- 첨부파일
[학술대회] ▮SF-7▮ PNI : Industrial Anomaly Detection using Position and Neighborhood Information
- No.575
- 오상준
- 2025-09-22
- 조회수105
- 첨부파일
[학술대회] ▮SF-6▮ DoRA: Weight-Decomposed Low-Rank Adaptation
- No.574
- 나우주
- 2025-09-22
- 조회수117
- 첨부파일
[학술대회] ▮DLTA▮ Learning to Adapt CLIP for Few-Shot Monocular Depth Estimation
- No.573
- 박나영
- 2025-09-22
- 조회수127
- 첨부파일
[저널] ▮SF-8▮A dataset for deep learning based detection of printed circuit board surface defect
- No.572
- 허영호
- 2025-09-22
- 조회수66
- 첨부파일
[학술대회] ▮SF-6▮ ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs
- No.571
- 김창희
- 2025-09-22
- 조회수99
- 첨부파일
[학술대회] ▮AI-1▮ BCU-Net: Bridging ConvNeXt and U-Net for medical image segmentation
- No.570
- 김지완
- 2025-09-22
- 조회수55
- 첨부파일
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