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Our team is currently looking to hire PhD candidates for 2024 summer internship, to work on efficient training and inference of large language (and/or multimodal) models. Please DM or send me an email if you are interested. MIT-IBM Watson AI Lab IBM Research

Thanks Google India for this. Met a lot friends after a long long time.

RISE reaches 1000 citations. Feeling glad w/ Kate Saenko, Vitali Petsiuk and remembering - the early morning 2.5 miles walk home after the submission - the acceptance news as BMVC oral on a trip to UVA - the persuasion from Vitali not to make a half-baked submission to ECCV earlier.

Hard truth, the least to say.

# on shortification of "learning" There are a lot of videos on YouTube/TikTok etc. that give the appearance of education, but if you look closely they are really just entertainment. This is very convenient for everyone involved : the people watching enjoy thinking they are

Michael writes less (in social media), but when he writes, such pearls do drop!

Such an important lesson- even the very best, the most successful, may barely win more than half the contested points

Check out our #CVPR2025 poster [today at 10:30am, Arch 4A-E, #397] on using language models and convolution for continual learning. Convolution creates new prompts the amount of which is controlled by similarity between tasks as described by a language model. #CVPR2024 Anurag Roy

Well CVPR climbed further up this year in Google Scholar Metrics and is second only to Nature!!

Why limit prompt-tuning to few-shot training only. Our newest Transactions on Machine Learning Research publication with Omprakash, Aadarsh Sahoo and Rameswar Panda shows the benefits of using unlabelled data as well as cross-model mutual supervision for transfer lerning and domain generalization.

The paper is up in ArXiv! arxiv.org/abs/2409.02910

Summer of 2016 to the left & winter 2024 to the right- my first PhD student, Omprakash at the convocation of IIT Kharagpur. Guiding him has been an incredible experience & fills me with immense pride. Here's to the beginning of a brilliant academic career & many milestones ahead!

Happy to be in the list of CVPR outstanding reviewers after a long time (Since CVPR 2022). #CVPR2025