Learning Deep Features for Discriminative Localization

14 December 2015

Antonio Torralba

Papers citing "Learning Deep Features for Discriminative Localization"

50 / 3,312 papers shown

Title
Leveraging Transformers for Weakly Supervised Object Localization in Unconstrained Videos Shakeeb Murtaza M. Pedersoli Aydin Sarraf Eric Granger WSOL 114 0 0 08 Jul 2024
Towards A Comprehensive Visual Saliency Explanation Framework for AI-based Face Recognition Systems Yuhang Lu Zewei Xu Touradj Ebrahimi CVBM FAtt XAI 78 3 0 08 Jul 2024
Explainable Image Recognition via Enhanced Slot-attention Based Classifier Bowen Wang Liangzhi Li Jiahao Zhang Yuta Nakashima Hajime Nagahara OCL 129 1 0 08 Jul 2024
Enhanced Long-Tailed Recognition with Contrastive CutMix Augmentation Haolin Pan Yong Guo Mianjie Yu Jian Chen 130 3 0 06 Jul 2024
Learning Interpretable Differentiable Logic Networks Chang Yue N. Jha NAI AI4CE 69 1 0 04 Jul 2024
Beyond Viewpoint: Robust 3D Object Recognition under Arbitrary Views through Joint Multi-Part Representation Linlong Fan Ye Huang Yanqi Ge Wen Li Lixin Duan 3DPC 64 1 0 04 Jul 2024
Knowledge Transfer with Simulated Inter-Image Erasing for Weakly Supervised Semantic Segmentation Tao Chen XiRuo Jiang Gensheng Pei Zeren Sun Yucheng Wang Yazhou Yao 80 11 0 03 Jul 2024
Addressing a fundamental limitation in deep vision models: lack of spatial attention Ali Borji 83 0 0 01 Jul 2024
Integrated feature analysis for deep learning interpretation and class activation maps Yanli Li Tahereh Hassanzadeh D. Shamonin Monique Reijnierse A. H. V. D. H. Mil B. Stoel 73 0 0 01 Jul 2024
Learning Granularity-Aware Affordances from Human-Object Interaction for Tool-Based Functional Grasping in Dexterous Robotics Fan Yang Wenrui Chen Kailun Yang Haoran Lin DongSheng Luo Conghui Tang Zhiyong Li Yaonan Wang 130 7 0 30 Jun 2024
KOROL: Learning Visualizable Object Feature with Koopman Operator Rollout for Manipulation Hongyi Chen Abulikemu Abuduweili Aviral Agrawal Yunhai Han Harish Ravichandar Changliu Liu Jeffrey Ichnowski 117 6 0 29 Jun 2024
Axiomatization of Gradient Smoothing in Neural Networks Linjiang Zhou Xiaochuan Shi Chao Ma Zepeng Wang FAtt 69 1 0 29 Jun 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 144 0 0 27 Jun 2024
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation Jinbin Huang Wenbin He Liang Gou Liu Ren Chris Bryan 115 0 0 25 Jun 2024
This actually looks like that: Proto-BagNets for local and global interpretability-by-design K. Djoumessi B. Bah Laura Kühlewein Philipp Berens Lisa M. Koch FAtt 75 2 0 21 Jun 2024
Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors Peter Lorenz Mario Fernandez Jens Müller Ullrich Kothe AAML 248 1 0 21 Jun 2024
Revealing the Learning Process in Reinforcement Learning Agents Through Attention-Oriented Metrics Charlotte Beylier Simon M. Hofmann Nico Scherf 222 0 0 20 Jun 2024
Improving the Evaluation and Actionability of Explanation Methods for Multivariate Time Series Classification D. Serramazza Thach le Nguyen Georgiana Ifrim 70 3 0 18 Jun 2024
MiSuRe is all you need to explain your image segmentation Syed Nouman Hasany Fabrice Mériaudeau Caroline Petitjean 39 2 0 18 Jun 2024
ChaosMining: A Benchmark to Evaluate Post-Hoc Local Attribution Methods in Low SNR Environments Ge Shi Ziwen Kan J. Smucny Ian Davidson 93 0 0 17 Jun 2024
Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers Lokesh Badisa Sumohana S. Channappayya 111 0 0 17 Jun 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 78 11 0 17 Jun 2024
Towards Efficient Target-Level Machine Unlearning Based on Essential Graph Heng Xu Tianqing Zhu Lefeng Zhang Wanlei Zhou Wei Zhao MU 83 1 0 16 Jun 2024
IG2: Integrated Gradient on Iterative Gradient Path for Feature Attribution Yue Zhuo Zhiqiang Ge 62 9 0 16 Jun 2024
Conceptual Learning via Embedding Approximations for Reinforcing Interpretability and Transparency Maor Dikter Tsachi Blau Chaim Baskin 128 0 0 13 Jun 2024
Graphical Perception of Saliency-based Model Explanations Yayan Zhao Mingwei Li Matthew Berger XAI FAtt 91 2 0 11 Jun 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language Mark Hamilton Andrew Zisserman John R. Hershey William T. Freeman VLM 129 8 0 09 Jun 2024
Perturbation Towards Easy Samples Improves Targeted Adversarial Transferability Junqi Gao Biqing Qi Yao Li Zhichang Guo Dong Li Yuming Xing Dazhi Zhang AAML 75 7 0 08 Jun 2024
Attri-Net: A Globally and Locally Inherently Interpretable Model for Multi-Label Classification Using Class-Specific Counterfactuals Susu Sun S. Woerner Andreas Maier Lisa M. Koch Christian F. Baumgartner FAtt 77 1 0 08 Jun 2024
DiffusionPID: Interpreting Diffusion via Partial Information Decomposition Shaurya Dewan Rushikesh Zawar Prakanshul Saxena Yingshan Chang Andrew F. Luo Yonatan Bisk DiffM 117 4 0 07 Jun 2024
Contextual fusion enhances robustness to image blurring S. Joshi Aiswarya Akumalla S. Haney Maxim Bazhenov AAML 29 0 0 07 Jun 2024
CORU: Comprehensive Post-OCR Parsing and Receipt Understanding Dataset Abdelrahman Abdallah Mahmoud Abdalla M. Kasem Mohamed Mahmoud Ibrahim Abdelhalim Mohamed Elkasaby Yasser Elbendary Adam Jatowt 66 0 0 06 Jun 2024
Class-Aware Cartilage Segmentation for Autonomous US-CT Registration in Robotic Intercostal Ultrasound Imaging Zhongliang Jiang Yunfeng Kang Yuan Bi Xuesong Li Chenyang Li Nassir Navab 69 4 0 06 Jun 2024
Beyond 5G Network Failure Classification for Network Digital Twin Using Graph Neural Network Abubakar Isah I. Aliyu Jaechan Shim Hoyong Ryu Jinsul Kim 60 1 0 06 Jun 2024
Tensor Polynomial Additive Model Yang Chen Ce Zhu Jiani Liu Yipeng Liu TPM 68 0 0 05 Jun 2024
Explainable Deep Learning Analysis for Raga Identification in Indian Art Music Parampreet Singh Vipul Arora 44 3 0 04 Jun 2024
Progressive Confident Masking Attention Network for Audio-Visual Segmentation Yuxuan Wang Feng Dong Jinchao Zhu Shuyue Zhu VOS 161 0 0 04 Jun 2024
Mixup Augmentation with Multiple Interpolations Lifeng Shen Jincheng Yu Hansi Yang James T. Kwok 75 0 0 03 Jun 2024
How Video Meetings Change Your Expression Sumit Sarin Utkarsh Mall Purva Tendulkar Carl Vondrick CVBM 97 0 0 03 Jun 2024
LanEvil: Benchmarking the Robustness of Lane Detection to Environmental Illusions Tianyuan Zhang Lu Wang Hainan Li Yisong Xiao Siyuan Liang Aishan Liu Xianglong Liu Dacheng Tao 102 12 0 03 Jun 2024
A Novel Defense Against Poisoning Attacks on Federated Learning: LayerCAM Augmented with Autoencoder Jingjing Zheng Xin Yuan Kai Li Wei Ni Eduardo Tovar Jon Crowcroft FedML AAML 88 0 0 02 Jun 2024
Bilinear-Convolutional Neural Network Using a Matrix Similarity-based Joint Loss Function for Skin Disease Classification Belal Ahmad Mohd Usama Tanvir Ahmad Adnan Saeed Shabnam Khatoon Long Hu 67 1 0 02 Jun 2024
Improving Accuracy-robustness Trade-off via Pixel Reweighted Adversarial Training Jiacheng Zhang Feng Liu Dawei Zhou Jingfeng Zhang Tongliang Liu AAML 63 4 0 02 Jun 2024
VOICE: Variance of Induced Contrastive Explanations to quantify Uncertainty in Neural Network Interpretability Mohit Prabhushankar Ghassan AlRegib FAtt UQCV 73 2 0 01 Jun 2024
Breast Cancer Diagnosis: A Comprehensive Exploration of Explainable Artificial Intelligence (XAI) Techniques Samita Bai Sidra Nasir Rizwan Ahmed Khan Sheeraz Arif Alexandre Meyer H. Konik 80 5 0 01 Jun 2024
BeFA: A General Behavior-driven Feature Adapter for Multimedia Recommendation Qile Fan Penghang Yu Zhiyi Tan Bing-Kun Bao Guanming Lu 261 1 0 01 Jun 2024
CONFINE: Conformal Prediction for Interpretable Neural Networks Linhui Huang S. Lala N. Jha 291 2 0 01 Jun 2024
Applications of interpretable deep learning in neuroimaging: a comprehensive review Lindsay Munroe Mariana da Silva Faezeh Heidari I. Grigorescu Simon Dahan E. C. Robinson Maria Deprez Po-Wah So AI4CE 58 7 0 30 May 2024
FaceMixup: Enhancing Facial Expression Recognition through Mixed Face Regularization Fabio A. Faria Mateus M. Souza R. F. D. S. Teixeira Maurício Pamplona Segundo 83 0 0 30 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation Pengyu Jie Wanquan Liu Chenqiang Gao Yihui Wen Rui He Pengcheng Li Jintao Zhang Deyu Meng 72 0 0 30 May 2024