2 papers
cs.CV2023
CHIP: Contrastive Hierarchical Image Pretraining
Arpit Mittal, Harshil Jhaveri, Swapnil Mallick +1
Few-shot object classification is the task of classifying objects in an image with limited number of examples as supervision. We propose a one-shot/few-shot classification model th…
math.ST2023
Generalized Asymptotic Limit Theory and Inference for Isotonic Regression
Soham Mallick, Siddhaarth Sarkar, Arun Kumar Kuchibhotla
Monotonicity is a natural shape constraint in nonparametric regression problems, arising for instance when predicting factory yield as a monotone function of labor hours. The widel…