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SELECT: SELEctive Context Transfer for Class-Incremental Semantic Segmentation
Avi Gupta, Saurabh Yadav, Koteswar Rao Jerripothula +1
Class-Incremental Semantic Segmentation (CISS) is fundamentally challenged by catastrophic forgetting and background shift, where learning new concepts degrades performance on prev…
SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model
Saurabh Yadav, Avi Gupta, Koteswar Rao Jerripothula
The emergence of large foundation models has propelled significant advances in various domains. The Segment Anything Model (SAM), a leading model for image segmentation, exemplifie…
OCR Synthetic Benchmark Dataset for Indic Languages
Naresh Saini, Promodh Pinto, Aravinth Bheemaraj +4
We present the largest publicly available synthetic OCR benchmark dataset for Indic languages. The collection contains a total of 90k images and their ground truth for 23 Indic lan…