2024 Möbius Transform for Mitigating Perspective Distortions in Representation Learning Prakash Chandra Chhipa, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Marcus Liwicki, and Mubarak Shah European Conference on Computer Vision, 2024 HTML PDF Video Code LCM: Log Conformal Maps for Robust Representation Learning to Mitigate Perspective Distortion Meenakshi Subhash Chippa, Prakash Chandra Chhipa, Kanjar De, Marcus Liwicki, and Rajkumar Saini Asian Conference on Computer Vision, 2024 HTML PDF Video Code Open-Vocabulary Object Detectors: Robustness Challenges under Distribution Shifts Prakash Chandra Chhipa, Kanjar De, Meenakshi Subhash Chippa, Rajkumar Saini, and Marcus Liwicki European Conference on Computer Vision Workshops, 2024 HTML PDF Video Code 2023 Magnification prior: a self-supervised method for learning representations on breast cancer histopathological images Prakash Chandra Chhipa, Richa Upadhyay, Gustav Grund Pihlgren, Rajkumar Saini, Seiichi Uchida, and Marcus Liwicki In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision , 2023 HTML PDF Supp Video Code Poster Slides Can Self-Supervised Representation Learning MethodsWithstand Distribution Shifts and Corruptions? Prakash Chandra Chhipa, Johan Rodahl Holmgren, Kanjar De, Rajkumar Saini, and Marcus Liwicki In Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops , 2023 HTML PDF Code Poster Slides Functional Knowledge Transfer with Self-supervised Representation Learning Prakash Chandra Chhipa, Muskaan Chopra, Gopal Mengi, Varun Gupta, Richa Upadhyay, Meenakshi Subhash Chippa, Kanjar De, Rajkumar Saini, Seiichi Uchida, and Marcus Liwicki In IEEE International Conference on Image Processing (ICIP) , 2023 HTML PDF Video Code Poster Slides Domain adaptable self-supervised representation learning on remote sensing satellite imagery Muskaan Chopra, Prakash Chandra Chhipa, Gopal Mengi, Varun Gupta, and Marcus Liwicki In International Joint Conference on Neural Networks (IJCNN) , 2023 HTML PDF Video Code Slides Learning Self-Supervised Representations for Label Efficient Cross-Domain Knowledge Transfer on Diabetic Retinopathy Fundus Images Ekta Gupta, Varun Gupta, Muskaan Chopra, Prakash Chandra Chhipa, and Marcus Liwicki In International Joint Conference on Neural Networks (IJCNN) , 2023 HTML PDF Video Code Slides Multi-task meta learning: learn how to adapt to unseen tasks Richa Upadhyay, Prakash Chandra Chhipa, Ronald Phlypo, Rajkumar Saini, and Marcus Liwicki In International Joint Conference on Neural Networks (IJCNN) , 2023 HTML PDF Code 2022 Depth contrast: Self-supervised pretraining on 3dpm images for mining material classification Prakash Chandra Chhipa, Richa Upadhyay, Rajkumar Saini, Lars Lindqvist, Richard Nordenskjold, Seiichi Uchida, and Marcus Liwicki In European Conference on Computer Vision Workshops , 2022 HTML PDF Code Poster Slides
