Soutrik Roy Chowdhury

@RajeshwariRW And also in many cases, most of these reserved category students are not treated equally, neither by the cohort nor by the professors! So despite literally having 'access' to everything like others, they have in reality access to nothing!

If someone gets into MBBS through reservation, they sit in the same classroom, learn from the same professors, and use the same labs and books as open-merit students. Still score negative marks in NEET PG, then you don’t deserve to be a doctor.

@RajeshwariRW Agreed! However a portion, got admission through reservation in MBBS poses significant knowledge gap in the beginning which further increases provided they complete the degree. Therefore an exit exam is essential, for everyone!

@Pawankhera @narendramodi I understand the anguishing sarcasm, but why did you ask a UAE agency (or book yourself in UAE currency) to book the ticket? 🤔

Dear PM @narendramodi, We understand that poll-bound states are always your top priority. But Manipur should not be abandoned. The state has been burning since 2023 - and it is burning again. You are already in Assam today. Manipur is just an hour away. Please go there as well. The presence of the Prime Minister can go a long way in reassuring our people in Manipur. To make it easier for you, we have even booked your flight from Guwahati to Imphal - you just have to get on the plane. As I do not have your number, I am sharing your flight ticket here. Kindly use it and show that the “PM CARES”

I asked #ChatGPT o1 mini to generate a pic of a christmas tree in the middle of a crowded market place of #Darjeeling on a snowy evening. Instead it responded with a short para asking me to imagine with it! I feed in to #Gemini step by step and got this! #MerryChristmas

.. of equiv-CNNs against deformations which would include adversarial examples. Some experiments with SE(2)-CKNs and SO(3)-CKNs have been provided to support the claims. To be presented virtually at @GRaM_workshop Paper link: openreview.net/forum?id=A9CRC… Questions? Send an email!

We generalize the notion of convolutional kernel networks (ckns) to make it equivariant to any Lie group transformations and then study it's stability bounds. As one can embed equiv-CNNs in equiv-CKNs, such Lipschitz styled bound can be useful in understanding the robustness..

How robust are equivariant convolutional representations w.r.t. deformations (incld. adversarial examples)? One answer lies in understanding equivariant CNNs through the lens of equivariant CKNs, following a standard analysis of embedding CNNs in RKHSs. @GRaM_workshop