Aayan Yadav

Deep Learning | Computer Vision | DSAI Undergrad @ IITR

[Aayan Yadav @ionydv]

📢 Introducing our #ECCV2024 work, COCO-ReM (COCO Refined Masks), for more reliable benchmarking of object detectors, crucial for the future of object detection research.

Paper: https://t.co/Ef1t8ORbVo
Code: https://t.co/Ef1t8ORbVo
Website: https://t.co/MGSZuxv1cr

[Aayan Yadav @ionydv]

@EthanReidMorro @moondreamai That's interesting, are you planning to realise any detailed document/paper about this?

[Aayan Yadav @ionydv]

How is the mask refinement different from https://t.co/B285Usyjn9 ? @moondreamai

[moondream @moondreamai]

Announcing RefCOCO-M, a refreshed RefCOCO with pixel-accurate masks and the problematic prompts removed. Better data for better evaluation.
https://t.co/BqayflYv2v

[Aayan Yadav @ionydv]

@moondreamai We worked on masks too, check this out https://t.co/QPdUR5GBmi

[Aayan Yadav @ionydv]

📢 Introducing our #ECCV2024 work, COCO-ReM (COCO Refined Masks), for more reliable benchmarking of object detectors, crucial for the future of object detection research.

Paper: https://t.co/Ef1t8ORbVo
Code: https://t.co/Ef1t8ORbVo
Website: https://t.co/MGSZuxv1cr

[David Sinclair @davidasinclair]

I came on an H1B “specialty occupation” visa and there’s no way I could have afforded a $100K fee. The US has just made it virtually impossible for people like me to come here

[Aayan Yadav @ionydv]

Congratulations Guys !!!! @dsg_iitr

[The ML Reproducibility Challenge @repro_challenge]

🚨 #MLRC2025 Announcing the best and outstanding paper awards!

Best paper award goes to https://t.co/72tKS22EoQ

Congratulations! 🎉🎉 Full list of accepted papers at https://t.co/6ab3SMpEm0

[Aayan Yadav @ionydv]

@vlgiitr 🙌

[Paras Chopra @paraschopra]

LLM post-training requires a reward model for preference alignment.

But is it necessary?

In our new preprint, we show that the language model is itself a preference classifier & reward model isn't needed.

We can self-improve a model by using its own feedback!

[Aayan Yadav @ionydv]

Got my first set of citations! Feels so nice to know that your work (https://t.co/MGSZuxv1cr) is being used.

[Aayan Yadav @ionydv]

@DesFrontierTech @ShwetaSingh952 @praeclarumjj @humphrey_shi @jcjohnss @kdexd COCO-ReM highlights the need for more refined data to reliably benchmark state of the art models. Not just object detection all fields of ML benefit from better data.

[Aayan Yadav @ionydv]

Had an excellent time presenting our paper at #ECCV2024.
Thanks to all the kind people who took interest.
A special thanks to my co authors who made everything possible @ShwetaSingh952 @praeclarumjj @humphrey_shi @jcjohnss @kdexd

Data, Code, Paper on https://t.co/MGSZuxutmT

[Aayan Yadav @ionydv]

@mrsarthakgupta @ShwetaSingh952 @praeclarumjj @humphrey_shi @jcjohnss @kdexd Read paper acknowledgements🙏

[Aayan Yadav @ionydv]

@eccvconf Thanks for the speed Mentoring Session ! #ECCV2024

[Aayan Yadav @ionydv]

@ducha_aiki @eccvconf Yessss! Glad someone said it. Couldn't get coffee today :(

[Akshaya @__obscura__]

A method to refine and correct labels in your dataset!! A very useful poster and great work done by @ionydv and @iitroorkee! Happy to see a presentation from 🇮🇳❤️ #ECCV2024

[Aayan Yadav @ionydv]

Come to poster #140!
#ECCV2024

[Aayan Yadav @ionydv]

Excited to present our work at #ECCV2024 in Poster Session 5 on 3rd Oct, Thursday from 10:30am-12:30pm at Poster #140. Do Visit!

Project website: https://t.co/MGSZuxutmT
Conference Page: https://t.co/zIoBag6ZUV
Code: https://t.co/fw9UtA4EPh

[Aayan Yadav @ionydv]

Oral 2A: Generative Models
#ECCV2024

[Aayan Yadav @ionydv]

The toughest outlier detection task would be finding one person who likes the food at #ECCV2024
@eccvconf

[Aayan Yadav @ionydv]

The oral sessions begin!
#ECCV2024

[Aayan Yadav @ionydv]

Very informative session by Prof @ricucch and @efrontoni
#ECCV2024

[Aayan Yadav @ionydv]

Walked into FashionAI workshop to explore something different. Really interesting talk by prof @pciuccarelli
#ECCV2024