Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024 Highlight, 2024-08-16 기준 6회 인용 Task Anomaly Detection CLIP Contributions Visual-language ...
ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection WACV 2024, 2024-08-02 기준 27회 인용 Task Anomaly Detection Contributions Construct discriminative featur...
RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection CVPR 2024, 2024-07-26 기준 6회 인용 Task Anomaly Detection Contributions Diffusion 모델에 perturbation ...
SimpleNet: A Simple Network for Image Anomaly Detection and Localization CVPR 2023, 2024-07-19 기준 122회 인용 Task Anomaly Detection Contributions shallow feature adaptor 를 통해서 local feature ...
PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization ICPR 2021 , 2024-05-19 기준 641회 인용 Task Anomaly Detection Anomaly Localization Contributions 이미지에 대해...
Learning Foreground-Background Segmentation from Improved Layered GANs WACV 2022, 2024-04-25 기준 11회 인용 Task Generation GAN Segmentation Contributions automatic 하게 이미지와 segmentation mas...
Hyperbolic Contrastive Learning for Visual Representations beyond Objects CVPR 2023, 2024-04-25 기준 25회 인용 Task Object Detection Contrastive Learning Contribution 이미지 내의 object 와 scene 에 ...
Enhancing Your Trained DETRs with Box Refinement arxiv 2023.07, 2024-04-23 기준 0회 인용 Task Object Detection DETR Contribution Box refinement network 구조를 제안 well-trained models 를 변경하거나 다시...
Enhanced Training of Query-Based Object Detection via Selective Query Recollection CVPR 2023, 2024-04-23 기준 20회 인용 Task Object Detection DETR Contribution 마지막 decoder stage 의 결과가 optimal...
Dense Distinct Query for End-to-End Object Detection CVPR 2023, 2024-04-23 기준 41회 인용 Task Object Detection DETR Contribution Sparse queries 들은 high recall 을 보장해주지 못한다 반면에 Dense queries...
Efficient Decoder-free Object Detection with Transformers ECCV 2022, 2024-04-23 기준 10회 인용 Task Object Detection Transformers Contribution DETR 의 등장은 많은 hand-designed componets 를 제거했지만, d...
FP-DETR: Detection Transformer Advanced by Fully Pre-training ICLR 2022, 2024-04-22 기준 31회 인용 Task Object Detection DETR Contributions Large scale pre-training 은 down stream task 에 효과적인 ...
Fast Convergence of DETR with Spatially Modulated Co-Attention ICCV 2021, 2024-04-22 기준 261회 인용 Task Object Detection DETR Contribution 항상 언급 되듯이 DETR 의 학습 시간은 너무나 길다 DETR의 500epoch 학습...
Accelerating DETR Convergence via Semantic-Aligned Matching CVPR 2022, 2024-04-19 기준 78회 인용 Task Object Detection DETR Contribution 기존의 DETR 들에서 encoded image feature와 object query 가 cro...
DETReg: Unsupervised Pretraining With Region Priors for Object Detection CVPR 2022, 2024-04-18 기준 115회 인용 Task Object Detection DETR Contribution UP-DETR 과 마찬가지로 DETR에서 Transformer modul...
UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers CVPR 2021, 2024-04-18 기준 482회 인용 Task Object Detection DETR Contribution DETR 에서 backbone 에 해당하는 CNN 은 풍부한 데이터에 ...
Siamese DETR CVPR 2023, 2024-04-18 기준 2회 인용 Task Object Detection DETR Contribution 기존의 방법들은 view-invariant representations 학습을 고려하고 있지 않다 multi-view self-supervised learning for DETR ...
FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training ICCV 2023, 2024-04-17 기준 11회 인용 Task Object Detection Few-Shot Learning Contributions fine-tuning free, re-...
Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR CVPR 2023, 2024-04-17 기준 26회 인용 Task Object Detection DETR Contribution 기존의 방법들은 Encoder 에서 high computation cost를 갖고 있다...
Anchor DETR: Query Design for Transformer-Based Object Detection AAAI 2022, 2024-04-16 기준 275회 인용 Task Object Detection DETR Contribution 기존의 DETR 의 object query는 어느 region을 집중하는지 명확하게 파...
Efficient DETR: Improving End-to-End Object Detector with Dense Prior arxiv 2021.03, 2024-04-15 기준 119회 인용 Task Object Detection DETR Contribution Object query 가 random으로 initialization ...
DETR Does Not Need Multi-Scale or Locality Design ICCV 2023, 2024-04-15 기준 6회 인용 Task Object Detection DETR Contribution 최근 많은 DETR 기반 방법들에서 사용하고 있는 multi-scale 방법과 Locality constraint 방...
Cascade-DETR: Delving into High-Quality Universal Object Detection ICCV 2023, 2024-04-12 기준 8회 인용 Task Object Detection DETR Contribution 기존의 방법들은 다양한 도메인들에 약하다 object-centric attentio...
Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object Detection ICCV 2023, 2024-04-09 기준 3회 인용 Task Object Detection DETR Contribution 기존...
Sparse DETR: Efficient end-to-end object detection with learnable sparsity ICLR 2022, 2024-04-08 기준 108회 인용 Task Object Detection DETR Contribution Encoder token 을 일부분만 선택해서 업데이트 하는 구조 제...
Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes ICCV 2023 , 2024-04-05 기준 4회 인용 Task Object Detection Contributions 정확하지 않은 bounding boxes 를 학습하는 방법을 제안 기존의...
Rethinking Transformer-based Set Prediction for Object Detection ICCV 2021 , 2024-04-04 기준 306회 인용 Task Object Detection Contributions DETR 이 왜 학습 속도가 느린지 분석, DETR 학습 속도 관련 분석 FCOS 와 Fas...
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals CVPR 2021 , 2024-04-03 기준 973회 인용 Task Object Detection Contributions propose purely sparse method for object detection i...
DETRs with Collaborative Hybrid Assignments Training ICCV 2023 , 2024-04-01 기준 92회 인용 Task Object Detection DETR Contribution DETR 계열의 네트워크에 one-to-many matching 하는 auxiliary head들을 붙여 학...
LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors ICLR 2024 , 2024-04-01 기준 0회 인용 Task Object Detection Open Vocabulary Object Detection (OVOD) Contributi...
Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets ICLR 2024, 2024-03-27 기준 0회 인용 Task Object Detection Transfer Label Contributions 데이터셋 마다 다른 annotatio...
ProMix: Combating Label Noise via Maximizing Clean Sample Utility IJCAI 2023, 2024-03-25 기준 22회 인용 Task Learning with Noisy Labels Semi-Supervised Learning Contributions Progressive Samp...
Effective Data Augmentation With Diffusion Models ICLR 2024, 2024-03-20 기준 76회 인용 Task Data Augmentation Generation Diffusion Contributions 기존 data augmentation 은 high-level semantic a...
Multi-modal Queried Object Detection in the Wild NeurIPS 2023, 2024-03-18 기준 6회 인용 Task Object Detection Multi-modal Contributions Vision-language (VL) detection foundation models 에서 mul...
TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection AAAI 2024, 2024-03-18 기준 0회 인용 Task Video moment retrieval Highlight detection Contributions Video...
Active Learning for Single-Stage Object Detection in UAV Images WACV 2024, 2024-03-13 기준 1회 인용 Task Object Detection Active Learning Contributions Active learning framework for single-st...
Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models ICCV 2023, 2024-03-10 기준 2회 인용 Contributions Stable Diffisuion 을 기반으로 segmentation mask 생성 ...
MS-DETR: Efficient DETR Training with Mixed Supervision arXiv 2024.01, 2024-03-05 기준 0회 인용 Jingdong Wang (바이두) 저자 - GroupPose, Conditional-DETR, Group-DETR Task Object Detection DETR Contr...
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond AAAI 2024, 2024-03-04 기준 2회 인용 Task Object Detection Data Augmentation Domain Adaptation Contribu...
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning AAAI 2023, 2024-02-29 기준 16회 인용 Task Object Detection DETR Incremental Object Detection Contribution ...
DAC-DETR: Divide the Attention Layers and Conquer NeurIPS 2023, 2024-02-27 기준 1회 인용 Task Object Detection DETR Contribution cross-attention 과 self-attention 이 서로 다른 impact를 주는 것을 발견 서로...
Data Augmentation for Object Detection via Controllable Diffusion Models WACV 2024, 2024-02-26 기준 3회 인용 Task Object Detection Generation Diffusion Contribution Diffusion based syntheti...
SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation Under Review ICLR 2024, 2024-02-21 기준 0회 인용 (Withdraw 한 것 같음) Task Object Detection DETR Contribution Multi-s...
BoxeR: Box-Attention for 2D and 3D Transformers CVPR 2022, 2024-02-20 기준 29회 인용 Task Object Detection DETR Contribution simple attention mechanism Box-Attention 을 제안 Spatial interactio...
Gen2Det: Generate to Detect Arxiv 2023.07, 2024-02-12 기준 0회 인용 Task Object Detection DETR Generation Contribution Synthetic data 를 생성해서 Object detection 모델 학습 Generation model 로 부터 생...
Cal-DETR: Calibrated Detection Transformer NeurIPS 2023, 2024-02-06 기준 0회 인용 Task Object Detection DETR Calibration Contribution Safety-critical applications 에 Deep neural networks (DN...
Rank-DETR for High Quality Object Detection NeurIPS 2023, 2024-02-02 기준 3회 인용 Task Object Detection DETR Contribution 최종 detection results 를 사용할 때 top-ranked predictions 을 사용 하지만 local...
Align-DETR: Improving DETR with Simple IoU-aware BCE loss Arxiv 2023.04, 2024-02-01 기준 5회 인용 Task Object Detection DETR Contribution classification confidence 와 localization precision 가 ...
Less is More: Focus Attention for Efficient DETR ICCV 2023, 2024-01-29 기준 3회 인용 Task Object Detection DETR Contribution Focus attention on more informative tokens 이를 위해서 token scoring ...
AlignDet: Aligning Pre-training and Fine-tuning in Object Detection ICCV 2023, 2024-01-23 기준 1회 인용 Task Object Detection DETR Contribution 기존의 방법들은 pre-training 과정과 fine-tuning 과정이 서로 불일...
StageInteractor: Query-based Object Detector with Cross-stage Interaction ICCV 2023, 2024-01-23 기준 2회 인용 Task Object Detection DETR Contribution 기존 DETR의 one-to-one matching 방법들은 모델에게 st...
Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors CVPR 2023, 2024-01-17 기준 9회 인용 Task Object Detection DETR Contribution Multi-scale feature 를 활용하는 것이 좋...
Towards Data-Efficient Detection Transformers ECCV 2022, 2024-01-17 기준 43회 인용 Task Object Detection DETR Contribution Detection transformers are generally data-hungry RCNN 에서 DETR 로 st...
DESTR: Object Detection with Split Transformer CVPR 2022 , 2024-01-14 기준 21회 인용 Task Object Detection DETR Contribution Cross Attention 을 classification 과 regression task를 나누었다. Mini-d...
DETRDistill: A Universal Knowledge Distillation Framework for DETR-families ICCV 2023 , 2024-01-09 기준 5회 인용 Task Object Detection DETR Knowledge Distillation Contribution DETR-families...
AdaMixer: A Fast-Converging Query-Based Object Detector CVPR 2022 , 2024-01-01 기준 70회 인용 Task Object Detection DETR Contribution 기존의 DETR, Deformalbe DETR 방법들은 query를 adaptive 하게 decode ...