2024

• 16 Aug Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images
• 02 Aug ReConPatch: Contrastive Patch Representation Learning for Industrial Anomaly Detection
• 26 Jul RealNet: A Feature Selection Network with Realistic Synthetic Anomaly for Anomaly Detection
• 19 Jul SimpleNet: A Simple Network for Image Anomaly Detection and Localization
• 19 May PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
• 25 Apr Learning Foreground-Background Segmentation from Improved Layered GANs
• 25 Apr Hyperbolic Contrastive Learning for Visual Representations beyond Objects
• 24 Apr Enhancing Your Trained DETRs with Box Refinement
• 24 Apr Enhanced Training of Query-Based Object Detection via Selective Query Recollection
• 23 Apr Dense Distinct Query for End-to-End Object Detection
• 23 Apr Efficient Decoder-free Object Detection with Transformers
• 22 Apr FP-DETR: Detection Transformer Advanced by Fully Pre-training
• 22 Apr Fast Convergence of DETR with Spatially Modulated Co-Attention
• 19 Apr Accelerating DETR Convergence via Semantic-Aligned Matching
• 19 Apr DETReg: Unsupervised Pretraining With Region Priors for Object Detection
• 18 Apr UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers
• 18 Apr Siamese DETR
• 17 Apr FS-DETR: Few-Shot DEtection TRansformer with Prompting and without Re-Training
• 17 Apr Lite DETR : An Interleaved Multi-Scale Encoder for Efficient DETR
• 16 Apr Anchor DETR: Query Design for Transformer-Based Object Detection
• 15 Apr Efficient DETR: Improving End-to-End Object Detector with Dense Prior
• 15 Apr DETR Does Not Need Multi-Scale or Locality Design
• 12 Apr Cascade-DETR: Delving into High-Quality Universal Object Detection
• 09 Apr Decoupled DETR: Spatially Disentangling Localization and Classification for Improved End-to-End Object Detection
• 08 Apr Sparse DETR: Efficient end-to-end object detection with learnable sparsity
• 05 Apr Spatial Self-Distillation for Object Detection with Inaccurate Bounding Boxes
• 04 Apr Rethinking Transformer-based Set Prediction for Object Detection
• 03 Apr Sparse R-CNN: End-to-End Object Detection with Learnable Proposals
• 02 Apr DETRs with Collaborative Hybrid Assignments Training
• 01 Apr LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors
• 27 Mar Transferring Labels to Solve Annotation Mismatches Across Object Detection Datasets
• 25 Mar ProMix: Combating Label Noise via Maximizing Clean Sample Utility
• 20 Mar Effective Data Augmentation With Diffusion Models
• 19 Mar Multi-modal Queried Object Detection in the Wild
• 18 Mar TR-DETR: Task-Reciprocal Transformer for Joint Moment Retrieval and Highlight Detection
• 13 Mar Active Learning for Single-Stage Object Detection in UAV Images
• 11 Mar Foreground-Background Separation through Concept Distillation from Generative Image Foundation Models
• 06 Mar MS-DETR: Efficient DETR Training with Mixed Supervision
• 04 Mar Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
• 29 Feb Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning
• 27 Feb DAC-DETR: Divide the Attention Layers and Conquer
• 26 Feb Data Augmentation for Object Detection via Controllable Diffusion Models
• 21 Feb SimPLR: A Simple and Plain Transformer for Object Detection and Segmentation
• 20 Feb BoxeR: Box-Attention for 2D and 3D Transformers
• 12 Feb Gen2Det: Generate to Detect
• 06 Feb Cal-DETR: Calibrated Detection Transformer
• 02 Feb Rank-DETR for High Quality Object Detection
• 01 Feb Align-DETR: Improving DETR with Simple IoU-aware BCE loss
• 29 Jan Less is More: Focus Attention for Efficient DETR
• 28 Jan AlignDet: Aligning Pre-training and Fine-tuning in Object Detection
• 23 Jan StageInteractor: Query-based Object Detector with Cross-stage Interaction
• 17 Jan Towards Efficient Use of Multi-Scale Features in Transformer-Based Object Detectors
• 17 Jan Towards Data-Efficient Detection Transformers
• 14 Jan DESTR: Object Detection with Split Transformer
• 09 Jan DETRDistill: A Universal Knowledge Distillation Framework for DETR-families
• 01 Jan AdaMixer: A Fast-Converging Query-Based Object Detector