53 citations · 75 across the 7 of their papers we have counts for
7 papers
Uncovering the Hidden Cost of Model Compression
Diganta Misra, Muawiz Chaudhary, Agam Goyal +2
In an age dominated by resource-intensive foundation models, the ability to efficiently adapt to downstream tasks is crucial. Visual Prompting (VP), drawing inspiration from the pr…
Challenging Common Assumptions about Catastrophic Forgetting
Timothée Lesort, Oleksiy Ostapenko, Diganta Misra +4
Building learning agents that can progressively learn and accumulate knowledge is the core goal of the continual learning (CL) research field. Unfortunately, training a model on ne…
APP: Anytime Progressive Pruning
Diganta Misra, Bharat Runwal, Tianlong Chen +2
With the latest advances in deep learning, there has been a lot of focus on the online learning paradigm due to its relevance in practical settings. Although many methods have been…
Rotate to Attend: Convolutional Triplet Attention Module
Diganta Misra, Trikay Nalamada, Ajay Uppili Arasanipalai +1
Benefiting from the capability of building inter-dependencies among channels or spatial locations, attention mechanisms have been extensively studied and broadly used in a variety…
Mish: A Self Regularized Non-Monotonic Activation Function
Diganta Misra
We propose , a novel self-regularized non-monotonic activation function which can be mathematically defined as: . As activation functions p…
Advanced Image Processing for Astronomical Images
Diganta Misra, Sparsha Mishra, Bhargav Appasani
Image Processing in Astronomy is a major field of research and involves a lot of techniques pertaining to improve analyzing the properties of the celestial objects or obtaining pre…