Shashank Agnihotri
@shashank-agnihotri.bsky.social
49 followers 76 following 15 posts
PhD Candidate@Chair for Machine Learning, University of Mannheim. Working on Machine Learning and Computer Vision. Webpage: https://www.uni-mannheim.de/dws/people/researchers/phd-students/shashank/ Views are my own 😄
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shashank-agnihotri.bsky.social
📢 Last extension for submissions to our Learning to Sense (L2S) Workshop @ NeurIPS 2025!

🗓 Deadline: 11 Sept, AoE

📍 San Diego (NeurIPS 2025), Dec 6/7

Topics: sensor-model co-design, robustness, benchmarks, low-bit sensing, and more.

🌐 Details: sites.google.com/view/l2s-wor...
shashank-agnihotri.bsky.social
🎉Our TMLR paper FlowBench is out!

Optical flow keeps getting better on benchmarks, but reliability and generalization remain a challenge for safety-critical tasks.

FlowBench provides the most comprehensive robustness benchmark to date.

📄 openreview.net/forum?id=Kh4...
💻 github.com/shashankskag...
shashank-agnihotri.bsky.social
🚨 Deadline Extended!

Submit to L2S: Learning to Sense @ NeurIPS 2025 📡🤖

📝 New Deadline: Sept 2 (AoE)

📅 Dec 6/7 | San Diego, USA

🎤 Invited speakers from UC Berkeley, Sony AI, SNU, Linköping Univ, York Univ

🌐 CFP: sites.google.com/view/l2s-wor...

#NeurIPS2025 #NeurIPSWorkshop
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🌟 Keynotes at #GCPR2025 🌟

🎤 Prof. Dima Damen (Uni Bristol & Google DeepMind)

🗓️ Thursday, Sept 25, 2025. 10:30–11:30

Talk:Opportunities in Egocentric Vision

Discover new frontiers in egocentric video understanding, from wearable devices to large-scale datasets.

🔗 www.dagm-gcpr.de/year/2025/re...
shashank-agnihotri.bsky.social
I am looking forward to this amazing talk!

For further details on the keynotes, please refer to:

www.dagm-gcpr.de/year/2025/pr...

See you at #GCPR2025!
shashank-agnihotri.bsky.social
🚨 10 days left! Submit to L2S: Learning to Sense @ NeurIPS 2025 📡🤖

📅 Dec 6/7, San Diego, USA

🎤 Invited speakers from academia & industry

🌐 Details & CFP: sites.google.com/view/l2s-wor...

Let’s shape the future of how machines sense!
#L2S #NeurIPS2025 #NeurIPSWorkshop
shashank-agnihotri.bsky.social
Excited to see the final Nectar Track decisions for #GCPR2025!

Looking forward to the amazing discussions these papers will spark at the conference 🔥🧠
gcpr-by-dagm.bsky.social
📢 The final decisions for the Nectar Track at GCPR 2025 are out!

🎉 Congratulations to all authors whose papers were accepted!

We look forward to the exciting discussions and insights these works will bring to #GCPR2025.

🔗 See the list here: www.dagm-gcpr.de/year/2025/ac...

#CV #ML
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shashank-agnihotri.bsky.social
Looking forward to the engaging discussions that the Nectar Track papers will inspire at GCPR 2025, alongside the broader program of exciting contributions across all tracks!
gcpr-by-dagm.bsky.social
🚨Last call!
Your final chance to submit to the Nectar Track at #GCPR2025!

Got a top-tier paper from the past year?
Give it the spotlight it deserves
Showcase your work, spark great discussions, and be part of the GCPR community!

⏰Deadline: 11:59 PM CEST Tonight!
🔗 www.dagm-gcpr.de/year/2025/su...
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shashank-agnihotri.bsky.social
Just wondering… why release reviews on a Thursday evening instead of a Monday morning?

Feels like an unspoken test of who is willing to spend the weekend rebutting.

That said, review quality looks solid this year, so there is that!

But still...
#NeurIPS2025
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shashank-agnihotri.bsky.social
People often use synthetic corruptions to test model robustness, but do these reflect real-world challenges?

We explore this in detail in our CVPR 2025 Workshop paper:

Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?

arxiv.org/abs/2505.04835

by: @margretkeuper.bsky.social
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🎉 Congratulations to all authors of accepted papers at GCPR 2025!

The full list is now live:
🔗 www.dagm-gcpr.de/year/2025/ac...

Missed the deadline but would to present at GCPR2025?
No worries, submit your top-tier work to the Nectar Track by July 28!

👉 www.dagm-gcpr.de/year/2025/su...
DAGM GCPR (Accepted Papers)
www.dagm-gcpr.de
shashank-agnihotri.bsky.social
🩻 Can AI models offer faithful, interpretable, and artifact-free explanations for chest X-ray diagnosis?

📢 Meet Anti-Aliased B-cos Networks
✔️ Multi-label support
✔️ High-fidelity saliency maps
✔️ Clinical relevance

by: @margretkeuper.bsky.social

📄 arxiv.org/abs/2507.16761

#MedAI #XAI #ChestXray
shashank-agnihotri.bsky.social
Can MLLMs reason over images beyond the RGB domain? 🔍

We (@margretkeuper.bsky.social) explore In-Context Learning with VLMs for THz imaging to detect concealed threats, no training or finetuning in Smart Eyes for Silent Threats: VLMs and In-Context Learning for THz Imaging.
arxiv.org/abs/2507.15576
shashank-agnihotri.bsky.social
An amazing opportunity to share and discuss your top-tier work with an audience of top researchers!
gcpr-by-dagm.bsky.social
🚨 Nectar Track @ #GCPR2025 — Call for Submissions! 🧠📢

Have a top-tier paper from the last year (CVPR, NeurIPS, ICLR, ECCV, ICCV, etc.)?

Share your work with the vibrant GCPR community!

🗓️ Submission Deadline: July 28, 2025

🔗 Instructions: www.dagm-gcpr.de/year/2025/su...
DAGM GCPR (Submission Instructions)
www.dagm-gcpr.de
shashank-agnihotri.bsky.social
Looking forward to this amazing tutorial at GCPR2025!!

Registrations are open: www.dagm-gcpr.de/year/2025/re...

Do not miss out!
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🚨 Deadline Extended ! 🗓️

Due to a technical hick-up and popular demand, the #GCPR2025 FastTrack submission will remain open until July 19th, 2025 11:59 CEST!

There’s still time to be part of this year’s exciting program! 🔥

👉 www.dagm-gcpr.de/year/2025/su...
DAGM GCPR (Call for Papers)
www.dagm-gcpr.de
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🚨Final Call! Fast Review Track submissions for #GCPR2025 close tonight (July 7, 11:59 CEST)!

Dejected by reviews at CVPR, ICCV, BMVC, or other top-tier venues?
Give it a second chance!🚀

Any paper rejected from a peer-reviewed venue since July 2024 is eligible.

www.dagm-gcpr.de/year/2025/su...
DAGM GCPR (Call for Papers)
www.dagm-gcpr.de
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
📢On popular demand, the Fast Review Track deadline is now extended to 7th July, 11:59 CEST!⏳

Got a paper rejected from a top-tier venue (CVPR, ICLR, NeurIPS, RSS, etc.) in the past year? Give it a second chance at #GCPR2025 with fast reviews and official proceedings!📄✨
shashank-agnihotri.bsky.social
Was your strong paper rejected at ICCV or CVPR?!

The Fast Review track lets you revise and resubmit with decisions within 3 weeks!

Looking forward to your submissions!
gcpr-by-dagm.bsky.social
✍️Submitting to the Fast Review Track at GCPR 2025?

Remember, the deadline is just 5 days away: July 1st, 2025, 11:59 CEST!

Perfect for revised versions of your hard work.

We are excited to see your research shine! 🚀
#GCPR2025

👉 www.dagm-gcpr.de/year/2025/su...
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Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🚨 Calling all Vision and ML researchers! 🚨

Missed the regular GCPR deadline?

No worries, the Fast Review Track deadline is July 1, 2025 (11:59 PM CEST).

Polish up that revision from a previous submission and submit now! 🔄✍️

#GCPR2025 #ComputerVision #AIResearch
Reposted by Shashank Agnihotri
gcpr-by-dagm.bsky.social
🚨 Big News! GCPR 2025 has received a record number of submissions this year!🎉

⏰ Reminder: The supplementary deadline is tonight at 11:59 PM CEST.

Good luck to all the authors wrapping things up! 💪✨ #GCPR2025 #ComputerVision

Looking forward to the Fast Review Track submissions. Deadline: 1st July!
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Reposted by Shashank Agnihotri
keuper-labs.bsky.social
Presenting now (12-2pm) at poster #226
Reposted by Shashank Agnihotri
cvml.mpi-inf.mpg.de
2/ 🧵 Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?
By: S. Agnihotri, D. Schader, N. Sharei, M.E. Kaçar, M. Keuper
🔍 Investigating if synthetic corruptions can be a reliable proxy for real-world ones, and understanding their limitations.
📚https://www.arxiv.org/abs/2505.04835
Reposted by Shashank Agnihotri