Sameer Ambekar

12 papers A 1Journal 8Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	The Mean is the Mirage: Entropy-Adaptive Model Merging under Heterogeneous Domain Shifts in Medical Imaging. CoRR Sameer Ambekar, Reza Nasirigerdeh, Peter J. Schuffler, Lina Felsner, Daniel Lang, Julia A. Schnabel
2025	A	`conf`	GeneralizeFormer: Layer-Adaptive Model Generation Across Test-Time Distribution Shifts. WACV Sameer Ambekar, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek
2025	J	`jnl`	GeneralizeFormer: Layer-Adaptive Model Generation across Test-Time Distribution Shifts. CoRR Sameer Ambekar, Zehao Xiao, Xiantong Zhen, Cees G. M. Snoek
2025	J	`jnl`	Hierarchical Adaptive networks with Task vectors for Test-Time Adaptation. CoRR Sameer Ambekar, Daniel M. Lang, Julia A. Schnabel
2024	—	`conf`	Probabilistic Test-Time Generalization by Variational Neighbor-Labeling. CoLLAs Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2024	J	`jnl`	Selective Test-Time Adaptation for Unsupervised Anomaly Detection using Neural Implicit Representations. CoRR Sameer Ambekar, Julia A. Schnabel, Cosmin I. Bercea
2023	J	`jnl`	Learning Variational Neighbor Labels for Test-Time Domain Generalization. CoRR Sameer Ambekar, Zehao Xiao, Jiayi Shen, Xiantong Zhen, Cees G. M. Snoek
2022	—	`conf`	SKDCGN: Source-free Knowledge Distillation of Counterfactual Generative Networks Using cGANs. ECCV Workshops (4) Sameer Ambekar, Matteo Tafuro, Ankit Ankit, Diego van der Mast, Mark Alence, Christos Athanasiadis
2022	J	`jnl`	SKDCGN: Source-free Knowledge Distillation of Counterfactual Generative Networks using cGANs. CoRR Sameer Ambekar, Matteo Tafuro, Ankit Ankit, Diego van der Mast, Mark Alence, Christos Athanasiadis
2021	J	`jnl`	Twin Augmented Architectures for Robust Classification of COVID-19 Chest X-Ray Images. CoRR Kartikeya Badola, Sameer Ambekar, Himanshu Pant, Sumit Soman, Anuradha Sural, Rajiv Narang, Suresh Chandra, Jayadeva
2020	J	`jnl`	Skin Segmentation from NIR Images using Unsupervised Domain Adaptation through Generative Latent Search. CoRR Prashant Pandey, Aayush Kumar Tyagi, Sameer Ambekar, Prathosh AP
2020	—	`conf`	Unsupervised Domain Adaptation for Semantic Segmentation of NIR Images Through Generative Latent Search. ECCV (6) Prashant Pandey, Aayush Kumar Tyagi, Sameer Ambekar, A. P. Prathosh