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Weakly Supervised Object Localization Paper List

Weakly Supervised Object Localization Paper List Awesome

NOTE: If I missed your paper, plese feel free to raise an issue.

2024

Title Publication PDF CODE
Exploring Intrinsic Discrimination and Consistency for Weakly Supervised Object Localization TIP PDF CODE
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization TNNLS PDF CODE
Generalized Weakly Supervised Object Localization TNNLS PDF -
Multi-Layer Decoupling Attention Network for Weakly Supervised Object Localization TMM PDF -
Discovering an inference recipe for weakly-supervised object localization PR PDF CODE
CAM Back Again: Large Kernel CNNs from a Weakly Supervised Object Localization Perspective CVPR PDF CODE
A Consistency and Integration Model with Adaptive Thresholds for Weakly Supervised Object Localization IJCAI PDF -
Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label arXiv PDF -

2023

Title Publication PDF CODE
Evaluation for Weakly Supervised Object Localization: Protocol, Metrics, and Datasets TPAMI PDF -
Task-Aware Weakly Supervised Object Localization With Transformer TPAMI PDF -
SPA2Net: Structure-Preserved Attention Activated Network for Weakly Supervised Object Localization TIP PDF CODE
Dual-Gradients Localization Framework With Skip-Layer Connections for Weakly Supervised Object Localization TMM PDF -
LocLoc: Low-level Cues and Local-area Guides for Weakly Supervised Object Localization ACM MM PDF CODE
Rethinking the Localization in Weakly Supervised Object Localization ACM MM PDF -
Generative Prompt Model for Weakly Supervised Object Localization ICCV PDF CODE
Spatial-Aware Token for Weakly Supervised Object Localization ICCV PDF CODE
Category-aware Allocation Transformer for Weakly Supervised Object Localization ICCV PDF CODE
Coarse2Fine: Local Consistency Aware Re-prediction for Weakly Supervised Object Localization AAAI PDF -
Discriminative Sampling of Proposals in Self-Supervised Transformers for Weakly Supervised Object Localization WACV (Workshops) PDF CODE
Open-World Weakly-Supervised Object Localization arXiv PDF CODE

2022

Title Publication PDF CODE
Adversarial Transformers for Weakly Supervised Object Localization TIP PDF -
Re-Attention Transformer for Weakly Supervised Object Localization arXiv PDF CODE
Weakly supervised object localization through inter-class feature similarity and intra-class appearance consistency ECCV PDF -
Weakly Supervised Object Localization via Transformer with Implicit Spatial Calibration ECCV PDF CODE
Bagging Regional Classification Activation Maps for Weakly Supervised Object Localization ECCV PDF CODE
ViTOL: Vision Transformer for Weakly Supervised Object Localization CVPR Workshop PDF CODE
C2AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR PDF CODE
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping CVPR PDF CODE
Bridging the Gap between Classification and Localization for Weakly Supervised Object Localization CVPR PDF CODE
Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation CVPR PDF CODE
Weakly Supervised Object Localization as Domain Adaption CVPR PDF CODE
Background Activation Suppression for Weakly Supervised Object Localization CVPR PDF CODE
Diverse Complementary Part Mining for Weakly Supervised Object Localization TIP PDF CODE
CaFT: Clustering and Filter on Tokens of Transformer for Weakly Supervised Object Localization arXiv PDF -
Background-aware Classification Activation Map for Weakly Supervised Object Localization arXiv PDF -
LCTR: On Awakening the Local Continuity of Transformer for Weakly Supervised Object Localization AAAI PDF CODE

2021

Title Publication PDF CODE
F-CAM: Full Resolution Class Activation Maps via Guided Parametric Upscaling WACV PDF CODE
E2Net : Excitative-Expansile Learning for Weakly Supervised Object Localization ACM MM PDF CODE
LayerCAM: Exploring Hierarchical Class Activation Maps for Localization TIP PDF CODE
Foreground Activation Maps for Weakly Supervised Object Localization ICCV PDF -
Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization ICCV PDF CODE
Normalization Matters in Weakly Supervised Object Localization ICCV PDF CODE
TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object Localization ICCV PDF CODE
Unveiling the Potential of Structure Preserving for Weakly Supervised Object Localization CVPR PDF CODE
Strengthen Learning Tolerance for Weakly Supervised Object Localization CVPR PDF CODE
Shallow Feature Matters for Weakly Supervised Object Localization CVPR PDF CODE

2020

Title Publication PDF CODE
Rethinking the Route Towards Weakly Supervised Object Localization arXiv PDF CODE
Combinational Class Activation Maps for Weakly Supervised Object Localization WACV PDF CODE
Rethinking Class Activation Mapping for Weakly Supervised Object Localization ECCV PDF CODE
Inter-Image Communication for Weakly Supervised Localization ECCV PDF CODE
Geometry Constrained Weakly Supervised Object Localization ECCV PDF CODE
Evaluating Weakly Supervised Object Localization Methods Right CVPR PDF CODE
Erasing Integrated Learning: A Simple Yet Effective Approach for Weakly Supervised Object Localization CVPR PDF -

2019

Title Publication PDF CODE
DANet: Divergent Activation for Weakly Supervised Object Localization ICCV PDF -
Attention-Based Dropout Layer for Weakly Supervised Object Localization CVPR PDF -
Learning Instance Activation Maps for Weakly Supervised Instance Segmentation CVPR PDF -
Dual-attention Focused Module for Weakly Supervised Object Localization arXiv PDF -
Weakly Supervised Object Localization with Inter-Intra Regulated CAMs arXiv PDF -
Multi-scale discriminative Region Discovery for Weakly-Supervised Object Localization arXiv PDF -
Class Activation Map generation by Multiple Level Class Grouping and Orthogonal Constraint arXiv PDF -
Weakly Supervised Localization Using Background Images arXiv PDF -
Convolutional STN for Weakly Supervised Object Localization and Beyond arXiv PDF -

2018

Title Publication PDF CODE
Adversarial Complementary Learning for Weakly Supervised Object Localization CVPR PDF CODE
Weakly Supervised Instance Segmentation Using Class Peak Response CVPR PDF CODE
Self-produced Guidance for Weakly-supervised Object Localization ECCV PDF CODE
C-WSL: Count-guided Weakly Supervised Localization ECCV PDF -
Collaborative Learning for Weakly Supervised Object Detection IJCAI PDF -
Centralized Ranking Loss with Weakly Supervised Localization for Fine-Grained Object Retrieval IJCAI PDF -

2017

Title Publication PDF CODE
Hide-and-Seek: Forcing a Network to be Meticulous for Weakly-supervised Object and Action Localization ICCV PDF CODE

2016

Title Venue Publication CODE
Learning Deep Features for Discriminative Localization CVPR PDF CODE