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Seminar 2023
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STAR Loss_by표세훈.pdfSTAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
STAR Loss: Reducing Semantic Ambiguity in Facial Landmark Detection
NeurIPS2024_review_by최창환NeurIPS 2024 Simple Review
NeurIPS 2024 Simple Review
Presenter: Chang-Hwan Choi (최창환)
Date: 20 Dec 2024
DecouplingRepresentationAndClassifier_by이정호.pdfDecoupling Representation and Classifier for Long-Tailed Recognition
Decoupling Representation and Classifier for Long-Tailed Recognition
2024Nov8_by왕준기.pdfLearning Quality Labels for Robust Image Classification
Learning Quality Labels for Robust Image Classification
DELTAR_by양주열.pdfDELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image
DELTAR: Depth Estimation from a Light-weight ToF Sensor and RGB Image
DEYO_by김세영.pdfDEYO: DETR with YOLO for End-to-End Object Detection
DEYO: DETR with YOLO for End-to-End Object Detection
Segmentation with SAM + SAM2_by신수종.pdfSAM & SAM2
SAM & SAM2
Attention_by오유석.pdfAttention Is All You Need
Attention Is All You Need
DDPM_by정다훈.pdfDenoising Diffusion Probabilistic Models
Denoising Diffusion Probabilistic Models
ViTPose_by김정민.pdfViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation
MBW_by표세훈.pdfMBW: Multi-view Bootstrapping in the Wild
MBW: Multi-view Bootstrapping in the Wild
Domain Generalization_by이정호.pdfUnified Deep Supervised Domain Adaptation and Generalization
Unified Deep Supervised Domain Adaptation and Generalization
CADP_by김세영.pdfCADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis
CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis
LoRKD_by박준영.pdfLow-Rank Knowledge Decomposition for Medical Foundation Models
Low-Rank Knowledge Decomposition for Medical Foundation Models
NeRF+3DGS_by태민우.pdfNeRF + 3DGS
NeRF + 3DGS
Presenter: Min-Woo Tae (태민우)
Date: 1 Aug 2024
StyleGAN_by최창환.pdfA Style-Based Generator Architecture for Generative Adversarial Networks
A Style-Based Generator Architecture for Generative Adversarial Networks
ClassBalancedLoss_by왕준기.pdfClass-Balanced Loss Based on Effective Number of Samples
Class-Balanced Loss Based on Effective Number of Samples
Classifier-Free Guidance_by이고은.pdfClassifier-Free Diffusion Guidance
Classifier-Free Diffusion Guidance
ControlNet_by최영찬.pdfAdding Conditional Control to Text-to-Image Diffusion Models
Adding Conditional Control to Text-to-Image Diffusion Models
YOLOv7_by김세영.pdfYOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors
CVPR_2023_review_by이정호.pdfPose Estimation: CVPR 2023
Pose Estimation: CVPR 2023
Presenter: Jeong-Ho Lee (이정호)
Date: 30 May 2024
YOLACT_by표세훈.pdfYOLACT: Real-time Instance Segmentation
YOLACT: Real-time Instance Segmentation
RepLKNet_by왕준기.pdfScaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs
Scaling Up Your Kernels to 31x31: Revisiting Large Kernel Design in CNNs
Entropy_to_GAN_Loss_by최창환.pdfIntroduction to Entropy, CE, BCE and GAN Loss Function
Introduction to Entropy, CE, BCE and GAN Loss Function
Presenter: Chang-Hwan Choi (최창환)
Date: 9 April 2024
MAMBA_by이고은.pdf.pdfMamba: Linear-Time Sequence Modeling with Selective State Spaces
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
IntrinsicDimension_by박준영.pdfMeasuring the Intrinsic Dimension of Objective Landscapes
Measuring the Intrinsic Dimension of Objective Landscapes
dgm_태민우.pdfDeep Generative Model
Deep Generative Model
Presenter: Min-Woo Tae (태민우)
Date: 18 April 2024
LDM_최영찬.pdfHigh-Resolution Image Synthesis with Latent Diffusion Models
High-Resolution Image Synthesis with Latent Diffusion Models
segmenter_by최민서.pdfSegmenter: Transformer for Semantic Segmentation
Segmenter: Transformer for Semantic Segmentation
ViT-Adapter_by양주열.pdfVision Transformer Adapter for Dense Predictions
Vision Transformer Adapter for Dense Predictions
CTT_by신수종.pdfContrastive Test-Time Adaptation
Contrastive Test-Time Adaptation
Metapolyp_by민재은.pdfMeta-Polyp: a baseline for efficient Polyp segmentation
Meta-Polyp: a baseline for efficient Polyp segmentation
ByteTrack_수정_by김세영.pdfByteTrack: Multi-Object Tracking by Associating Every Detection Box
ByteTrack: Multi-Object Tracking by Associating Every Detection Box
EQL-V2_by왕준기.pdfEqualization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection
Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection
PGExplainer_by신수종.pdfParameterized Explainer for Graph Neural Network
Parameterized Explainer for Graph Neural Network
GhostT5_by박준영.pdfGhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering
GhostT5: Generate More Features with Cheap Operations to Improve Textless Spoken Question Answering
Mobrecon_by이정호.pdfMobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image
MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image
self-training_by최창한.pdfRethinking Pre-training and Self-training
Rethinking Pre-training and Self-training
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