Philipp Benz

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 44

Top Topics

Spatial Temporal

Layer Perceptron

Action Recognition

Top Venues

Publications

Myeongjun Kim, Federica Spinola, Philipp Benz, Tae-Hoon Kim
A*: Atrous Spatial Temporal Action Recognition for Real Time Applications. WACV (2024)
Jinwoo Hwang, Philipp Benz, Pete Kim
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention. WACV (2024)
Federica Spinola, Philipp Benz, Minhyeong Yu, Taehoon Kim
Knowledge Assembly: Semi-Supervised Multi-Task Learning from Multiple Datasets with Disjoint Labels. CoRR (2023)
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon, Choong Seon Hong
Simple Techniques are Sufficient for Boosting Adversarial Transferability. ACM Multimedia (2023)
Jonghu Jeong, Minyong Cho, Philipp Benz, Tae-Hoon Kim
Noisy adversarial representation learning for effective and efficient image obfuscation. UAI (2023)
Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Tae-Hoon Kim
Privacy Safe Representation Learning via Frequency Filtering Encoder. CoRR (2022)
Jinwoo Hwang, Philipp Benz, Taehoon Kim
Booster-SHOT: Boosting Stacked Homography Transformations for Multiview Pedestrian Detection with Attention. CoRR (2022)
Chaoning Zhang, Philipp Benz, Adil Karjauv, Jae-Won Cho, Kang Zhang, In So Kweon
Investigating Top-k White-Box and Transferable Black-box Attack. CoRR (2022)
Chaoning Zhang, Philipp Benz, Adil Karjauv, Jae-Won Cho, Kang Zhang, In So Kweon
Investigating Top-k White-Box and Transferable Black-box Attack. CVPR (2022)
Jonghu Jeong, Minyong Cho, Philipp Benz, Jinwoo Hwang, Jeewook Kim, Seungkwan Lee, Taehoon Kim
Privacy Safe Representation Learning via Frequency Filtering Encoder. AISafety@IJCAI (2022)
Chaoning Zhang, Adil Karjauv, Philipp Benz, In So Kweon
Towards Robust Data Hiding Against (JPEG) Compression: A Pseudo-Differentiable Deep Learning Approach. CoRR (2021)
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards A Fourier Perspective. CoRR (2021)
Philipp Benz, Chaoning Zhang, In So Kweon
Batch Normalization Increases Adversarial Vulnerability and Decreases Adversarial Transferability: A Non-Robust Feature Perspective. ICCV (2021)
Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, François Rameau, Jean-Charles Bazin, In So Kweon
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet. WACV (2021)
Chaoning Zhang, Chenguo Lin, Philipp Benz, Kejiang Chen, Weiming Zhang, In So Kweon
A Brief Survey on Deep Learning Based Data Hiding, Steganography and Watermarking. CoRR (2021)
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon
Data-free Universal Adversarial Perturbation and Black-box Attack. ICCV (2021)
Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon
A Survey on Universal Adversarial Attack. IJCAI (2021)
Chaoning Zhang, Adil Karjauv, Philipp Benz, In So Kweon
Towards Robust Deep Hiding Under Non-Differentiable Distortions for Practical Blind Watermarking. ACM Multimedia (2021)
Philipp Benz, Soomin Ham, Chaoning Zhang, Adil Karjauv, In So Kweon
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs. BMVC (2021)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Revisiting Batch Normalization for Improving Corruption Robustness. WACV (2021)
Philipp Benz, Soomin Ham, Chaoning Zhang, Adil Karjauv, In So Kweon
Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs. CoRR (2021)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Universal Adversarial Training with Class-Wise Perturbations. ICME (2021)
Chaoning Zhang, Philipp Benz, Chenguo Lin, Adil Karjauv, Jing Wu, In So Kweon
A Survey On Universal Adversarial Attack. CoRR (2021)
Chaoning Zhang, Philipp Benz, Adil Karjauv, In So Kweon
Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective. AAAI (2021)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Universal Adversarial Training with Class-Wise Perturbations. CoRR (2021)
Chaoning Zhang, Philipp Benz, Adil Karjauv, Geng Sun, In So Kweon
UDH: Universal Deep Hiding for Steganography, Watermarking, and Light Field Messaging. NeurIPS (2020)
Chaoning Zhang, Philipp Benz, Dawit Mureja Argaw, Seokju Lee, Junsik Kim, François Rameau, Jean-Charles Bazin, In So Kweon
ResNet or DenseNet? Introducing Dense Shortcuts to ResNet. CoRR (2020)
Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In-So Kweon
Data from Model: Extracting Data from Non-robust and Robust Models. CoRR (2020)
Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In So Kweon
Double Targeted Universal Adversarial Perturbations. ACCV (4) (2020)
Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So Kweon
Propose-and-Attend Single Shot Detector. WACV (2020)
Philipp Benz, Chaoning Zhang, In So Kweon
Batch Normalization Increases Adversarial Vulnerability: Disentangling Usefulness and Robustness of Model Features. CoRR (2020)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy. CoRR (2020)
Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon
CD-UAP: Class Discriminative Universal Adversarial Perturbation. CoRR (2020)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy. Preregister@NeurIPS (2020)
Philipp Benz, Chaoning Zhang, Tooba Imtiaz, In So Kweon
Double Targeted Universal Adversarial Perturbations. CoRR (2020)
Moonyoung Lee, Yujin Heo, Jinyong Park, Hyundae Yang, Ho-Deok Jang, Philipp Benz, Hyunsub Park, In So Kweon, Jun-Ho Oh
Fast Perception, Planning, and Execution for a Robotic Butler: Wheeled Humanoid M-Hubo. CoRR (2020)
Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In-So Kweon
CD-UAP: Class Discriminative Universal Adversarial Perturbation. AAAI (2020)
Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In So Kweon
Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations. CVPR (2020)
Philipp Benz, Chaoning Zhang, Adil Karjauv, In So Kweon
Revisiting Batch Normalization for Improving Corruption Robustness. CoRR (2020)
Chaoning Zhang, Philipp Benz, Tooba Imtiaz, In-So Kweon
Understanding Adversarial Examples from the Mutual Influence of Images and Perturbations. CoRR (2020)
Ho-Deok Jang, Sanghyun Woo, Philipp Benz, Jinsun Park, In So Kweon
Propose-and-Attend Single Shot Detector. CoRR (2019)
Chaoning Zhang, François Rameau, Seokju Lee, Junsik Kim, Philipp Benz, Dawit Mureja Argaw, Jean-Charles Bazin, In So Kweon
Revisiting Residual Networks with Nonlinear Shortcuts. BMVC (2019)
Moonyoung Lee, Yujin Heo, Jinyong Park, Hyundae Yang, Ho-Deok Jang, Philipp Benz, Hyunsub Park, In So Kweon, Jun-Ho Oh
Fast Perception, Planning, and Execution for a Robotic Butler: Wheeled Humanoid M-Hubo. IROS (2019)
Seung-Ho Han, Ho-Jin Choi, Philipp Benz, Jorge Loaiciga
Sensor-Based Mobile Robot Navigation via Deep Reinforcement Learning. BigComp (2018)