SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile
SOUVIK KUNDU

@thisissouvikk

SRC Outstanding Researcher Award 2023 | Research Scientist @ Intel Labs | USC outstanding Ph.D. award | Opinions are personal.

ID: 549417703

linkhttp://ksouvik52.github.io calendar_today09-04-2012 17:54:26

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SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

#ICLR2025 #SCOPEICLR2025 That's wrap from ICLR 2026 , first #ICLRatAsia, admittedly one of the most engaging conference I ever had. πŸ“ŒHappy to see the overwhelming response at the #SCOPEICLR25 workshop! Thanks to the in-person co-runners Amir Yazdan Shiwei Liu! and congrats

#ICLR2025 #SCOPEICLR2025
That's wrap from <a href="/iclr_conf/">ICLR 2026</a> , first #ICLRatAsia, admittedly one of the most engaging conference I ever had. 

πŸ“ŒHappy to see the overwhelming response at the #SCOPEICLR25 workshop! Thanks to the in-person co-runners <a href="/ayazdanb/">Amir Yazdan</a> <a href="/Shiwei_Liu66/">Shiwei Liu</a>! and congrats
SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

#ICML2025 #hybridLLM #distillation #adaptivefoundationmodel As we emerge to know the limitations and benefits of linear attention, how about π’‚π’…π’‚π’‘π’•π’Šπ’—π’†π’π’š 𝒂𝒏𝒅 π’‡π’π’†π’™π’Šπ’ƒπ’π’š π’”π’˜π’Šπ’•π’„π’‰π’Šπ’π’ˆ π’‡π’“π’π’Ž π’’π’–π’‚π’…π’“π’‚π’•π’Šπ’„ 𝒕𝒐 π’π’Šπ’π’†π’‚π’“ π’‚π’•π’•π’†π’π’•π’Šπ’π’

#ICML2025 
#hybridLLM #distillation #adaptivefoundationmodel
As we emerge to know the limitations and benefits of linear attention, how about π’‚π’…π’‚π’‘π’•π’Šπ’—π’†π’π’š 𝒂𝒏𝒅 π’‡π’π’†π’™π’Šπ’ƒπ’π’š π’”π’˜π’Šπ’•π’„π’‰π’Šπ’π’ˆ π’‡π’“π’π’Ž π’’π’–π’‚π’…π’“π’‚π’•π’Šπ’„ 𝒕𝒐 π’π’Šπ’π’†π’‚π’“ π’‚π’•π’•π’†π’π’•π’Šπ’π’
SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

With the rapid growth of image and video generative tasks, their efficient and adaptable deployment has become essential. The denoising steps of diffusion models serves as a key concept to generate image from noise, and also acts as a key bottleneck for the diffusion model's

With the rapid growth of image and video generative tasks, their efficient and adaptable deployment has become essential. The denoising steps of diffusion models serves as a key concept to generate image from noise, and also acts as a key bottleneck for the diffusion model's
SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

#NeurIPS2025 #reviewingstatus Dear reviewers of NeurIPS Conference , today is the deadline to submit your reviews. Please do so asap. Reviewing responsibility should be evaluated more strictly for such conferences to maintain good quality and timely reviews! here is a snippet of

#NeurIPS2025
#reviewingstatus

Dear reviewers of <a href="/NeurIPSConf/">NeurIPS Conference</a> , today is the deadline to submit your reviews. Please do so asap. Reviewing responsibility should be evaluated more strictly for such conferences to maintain good quality and timely reviews! 

here is a snippet of
SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

It gives me a pleasant surprise to be recognized as one of the three young investigators of 2024 (award year #IJCNN2025) as conferred by the INNS Congratulations to the other recipients sijia.liu and @ Bo Han Now its time to go back to the black screen and meetings

It gives me a pleasant surprise to be recognized as one of the three young investigators of 2024 (award year #IJCNN2025) as conferred by the <a href="/INNSociety/">INNS</a>  
Congratulations to the other recipients <a href="/sijialiu17/">sijia.liu</a> and @ Bo Han
Now its time to go back to the black screen and meetings
NeurIPS Conference (@neuripsconf) 's Twitter Profile Photo

We're excited to announce a second physical location for NeurIPS 2025, in Mexico City. By expanding our physical locations, we hope to address concerns around skyrocketing attendance and difficulties in obtaining travel visas that some attendees have experienced in the past few

Amey Agrawal (@agrawalamey12) 's Twitter Profile Photo

After hitting evaluation puzzles like this in our own work, we analyzed patterns across LLM inference papers and identified 8 systematic evaluation issues that can make performance comparisons misleading. We have compiled a practical evaluation checklist to help avoid these

SOUVIK KUNDU (@thisissouvikk) 's Twitter Profile Photo

#NeurIPS2025 We had been working towards a new sampling method for LLMs autoregressive token generation, particularly to **push the boundary of** creativity-coherence balance!! Happy to get some initial success that we published as a paper here, in our recently accepted

#NeurIPS2025 
We had been working towards a new sampling method for LLMs autoregressive token generation, particularly to **push the boundary of** creativity-coherence balance!!

Happy to get some initial success that we published as a paper here, in our recently accepted