Shashank Agnihotri's Avatar

Shashank Agnihotri

@shashank-agnihotri.bsky.social

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 πŸ˜„

49 Followers  |  76 Following  |  15 Posts  |  Joined: 14.01.2025  |  1.8758

Latest posts by shashank-agnihotri.bsky.social on Bluesky

Excited to have DCBMs at #ICCV2025 - come by ballroom A tomorrow to meet @shashank-agnihotri.bsky.social presenting our joint work with @patrickknab.bsky.social @smarton.bsky.social Christian Bartelt @margretkeuper.bsky.social @keuper-labs.bsky.social #UniMa

19.10.2025 11:41 β€” πŸ‘ 2    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Post image

πŸ“’ Last extension for submissions to our Learning to Sense (L2S) Workshop @ NeurIPS 2025!

πŸ—“ Deadline: 11 Sept, AoE

πŸ“ 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...

08.09.2025 13:21 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

πŸŽ‰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.

πŸ“„ openreview.net/forum?id=Kh4...
πŸ’» github.com/shashankskag...

27.08.2025 16:14 β€” πŸ‘ 6    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

🚨 Deadline Extended!

Submit to L2S: Learning to Sense @ NeurIPS 2025 πŸ“‘πŸ€–

πŸ“ New Deadline: Sept 2 (AoE)

πŸ“… Dec 6/7 | San Diego, USA

🎀 Invited speakers from UC Berkeley, Sony AI, SNU, Linkâping Univ, York Univ

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

#NeurIPS2025 #NeurIPSWorkshop

25.08.2025 14:47 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

🌟 Keynotes at #GCPR2025 🌟

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

πŸ—“οΈ 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.

πŸ”— www.dagm-gcpr.de/year/2025/re...

21.08.2025 16:48 β€” πŸ‘ 10    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

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!

20.08.2025 14:55 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

🚨 10 days left! Submit to L2S: Learning to Sense @ NeurIPS 2025 πŸ“‘πŸ€–

πŸ“… 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

13.08.2025 10:16 β€” πŸ‘ 4    πŸ” 4    πŸ’¬ 0    πŸ“Œ 0

Excited to see the final Nectar Track decisions for #GCPR2025!

Looking forward to the amazing discussions these papers will spark at the conference πŸ”₯🧠

08.08.2025 17:08 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

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!

28.07.2025 12:22 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Preview
a cartoon character with a ponytail and the words `` what a drag '' written on the bottom . ALT: a cartoon character with a ponytail and the words `` what a drag '' written on the bottom .

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

24.07.2025 16:05 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

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

24.07.2025 09:16 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
DAGM GCPR (Accepted Papers)

πŸŽ‰ Congratulations to all authors of accepted papers at GCPR 2025!

The full list is now live:
πŸ”— 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!

πŸ‘‰ www.dagm-gcpr.de/year/2025/su...

23.07.2025 15:17 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

🩻 Can AI models offer faithful, interpretable, and artifact-free explanations for chest X-ray diagnosis?

πŸ“’ Meet Anti-Aliased B-cos Networks
βœ”οΈ Multi-label support
βœ”οΈ High-fidelity saliency maps
βœ”οΈ Clinical relevance

by: @margretkeuper.bsky.social

πŸ“„ arxiv.org/abs/2507.16761

#MedAI #XAI #ChestXray

23.07.2025 09:19 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
Post image

Can MLLMs reason over images beyond the RGB domain? πŸ”

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

22.07.2025 17:51 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

An amazing opportunity to share and discuss your top-tier work with an audience of top researchers!

22.07.2025 15:46 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Looking forward to this amazing tutorial at GCPR2025!!

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

Do not miss out!

15.07.2025 16:51 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
DAGM GCPR (Call for Papers)

🚨 Deadline Extended ! πŸ—“οΈ

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! πŸ”₯

πŸ‘‰ www.dagm-gcpr.de/year/2025/su...

08.07.2025 08:24 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0
DAGM GCPR (Call for Papers)

🚨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!πŸš€

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

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

07.07.2025 07:48 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 1

πŸ“’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!πŸ“„βœ¨

30.06.2025 21:20 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

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!

26.06.2025 07:35 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

🚨 Calling all Vision and ML researchers! 🚨

Missed the regular GCPR deadline?

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

Polish up that revision from a previous submission and submit now! πŸ”„βœοΈ

#GCPR2025 #ComputerVision #AIResearch

21.06.2025 12:19 β€” πŸ‘ 3    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Preview
a man and a woman are jumping in the air in a living room . ALT: a man and a woman are jumping in the air in a living room .

🚨 Big News! GCPR 2025 has received a record number of submissions this year!πŸŽ‰

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

Good luck to all the authors wrapping things up! πŸ’ͺ✨ #GCPR2025 #ComputerVision

Looking forward to the Fast Review Track submissions. Deadline: 1st July!

12.06.2025 14:24 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Post image

Presenting now (12-2pm) at poster #226

11.06.2025 16:38 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Post image

2/ 🧡 Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions?
By: S. Agnihotri, D. Schader, N. Sharei, M.E. KaΓ§ar, M. Keuper
πŸ” Investigating if synthetic corruptions can be a reliable proxy for real-world ones, and understanding their limitations.
πŸ“šhttps://www.arxiv.org/abs/2505.04835

11.06.2025 20:44 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

1 / 🧡 ...
Workshop: Synthetic Data for Computer Vision @ CVPR 2025
πŸ“± @shashank-agnihotri.bsky.social @margretkeuper.bsky.social @keuper-labs.bsky.social

11.06.2025 20:44 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
DispBench: Benchmarking Disparity Estimation to Synthetic Corruptions Deep learning (DL) has surpassed human performance on standard benchmarks, driving its widespread adoption in computer vision tasks. One such task is disparity estimation, estimating the disparity...

DispBench - Benchmarking Disparity Estimation to Synthetic Corruptions openreview.net/forum?id=yIE...

@shashank-agnihotri.bsky.social , A. Ansari, A. Dackermann, F. RΓΆsch, @margretkeuper.bsky.social

11.06.2025 10:19 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 2    πŸ“Œ 0

Corner Cases - How Size and Position of Objects Challenge ImageNet-Trained Models openreview.net/forum?id=B6l...

M. Fatima, S. Jung, @margretkeuper.bsky.social

11.06.2025 10:19 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Corner Cases: How Size and Position of Objects Challenge... Backgrounds in images play a major role in contributing to spurious correlations among different data points. Owing to aesthetic preferences of humans capturing the images, datasets can exhibit...

3 Paper at the "Synthetic Data for Computer Vision" Workshop:

Wed. 1-2pm ExHall C

Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? openreview.net/forum?id=mPq...

@shashank-agnihotri.bsky.social , D. Schader, N. Sharei, @margretkeuper.bsky.social

11.06.2025 10:19 β€” πŸ‘ 4    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
Post image

Announcing our amazing Keynote Speakers for #GCPR2025:

Venkatesh Babu Radhakrishnan, IISc
Dima Damen, University of Bristol @dimadamen.bsky.social
Efstratios Gavves, University of Amsterdam @egavves.bsky.social
Stefanie Jegelka, MIT EECS and TU Munich β€ͺ@tum.de
Alex Kolesnikov, OpenAI @kolesnikov.ch

27.05.2025 12:00 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 1

@shashank-agnihotri is following 20 prominent accounts