🔥 Composed image retrieval, as it should be. 📸 i-CIR (NeurIPS 2025): a photo says which particular object, a text says how it should look. 🔍︎ Explore every composed query in our new dataset browser: vrg.fel.cvut.cz/icir/ More to come... #ComputerVision #ImageRetrieval #AI #MultimodalSearch

i-CIR: Instance-Level Composed Image Retrieval (NeurIPS 2025)

A photo says which object, a text says how it should look. 202 instances, 1,883 composed queries, 752K curated hard negatives as hard as 40M random distractors, and an interactive dataset browser.

vrg.fel.cvut.cz

Instance-Level Generation for Representation Learning Yankun Wu, Zakaria Laskar, Giorgos Kordopatis-Zilos, Noa Garcia, Giorgos Tolias Action editor: Brian Kulis https://openreview.net/forum?id=T3JgJXH3ZK #datasets #recognition #instance

"I'm looking for a postdoc" "3D Computer Vision" 🎤🫳 #ECCV2026 And yes, I really am looking for a postdoc @csprofkgd.bsky.social please spread the world

Greeks at #ECCV2026 💪

Most of what @thegoodailab.bsky.social does can be described as building a connection. A bridge between frontier AI research and humanitarian action, education, and sustainability. 🌱🧵 cv4good.thegoodailab.org w/@msf.org

CV4GOOD — Computer Vision for Humanitarian Action

ECCV 2026 workshop in Malmö, Sweden on Tuesday, September 8, 2026, pairing CV researchers with humanitarian practitioners from MSF.

cv4good.thegoodailab.org

🎉 Our #ICLR26 paper on efficient probing (EP) now has a home that outlives the paper. ⏱️ Probing Frozen Encoders — a standing ImageNet-1k benchmark for k-NN, linear (LP) and efficient probing (EP). Built to stay. Issues and PRs welcome 👇 github.com/billpsomas/e...

GitHub - billpsomas/efficient-probing: [ICLR 2026] - Official implementation of "Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency"

[ICLR 2026] - Official implementation of "Attention, Please! Revisiting Attentive Probing Through the Lens of Efficiency" - billpsomas/efficient-probing

github.com

We needed region annotations. We looked at what already existed… and we decided to build our own dataset. Meet STRAP 🎉 🤗 huggingface.co/datasets/vrg-prague/STRAP 🔗 klarajanouskova.github.io/STRAP Region–text annotations for 2M web images, from a single pass of a frozen open MLLM. 🧵

🎥 @tim-arav.bsky.social presenting our #CVPR26 highlight paper ⭐ RNS in a spotlight talk at @greeksinai.bsky.social. An overview of how a few retrieved, annotated examples can help bridge the gap between open-vocabulary and fully supervised segmentation. Watch below 👇 📄 arxiv.org/abs/2602.23339

🎉 REGLUE accepted at #ECCV2026 🎉 🎨 A unified framework jointly modeling VAE latents ➕ global ➕ local VFM semantics for faster, higher-fidelity diffusion image generation. 💨 Matches 1M-step SOTA in just 700k iterations (~30% fewer steps). 🌐 reglueyourlatents.github.io More info below👇

Kevin Kia The Two Doors

🚨 Presenting today at #CVPR2026! Our highlight ⭐ paper Retrieve and Segment (RNS) asks a simple question: Can a few examples bridge the supervision gap in open-vocabulary segmentation? ✅ Turns out they can. 📍 Poster #578 ⏰ 16:45–18:45 📄 arxiv.org/abs/2602.23339

The instance level recognition and generation workshop will be back at @eccv.bsky.social 2026. With excellent keynote speakers, a call for papers, and travel grants for students.

Giorgos Kordopatis-Zilos@gkordo.bsky.social · 4mo ago

🚨 Call for Papers 🚨 8th Instance-Level Recognition and Generation (ILR+G) Workshop at @eccv.bsky.social 📍 Malmö, Sweden 📅 September 8–9, 2026 🌐 ilr-workshop.github.io/ECCVW2026/ Submission deadline: June 26, 2026 Notification of acceptance: July 24, 2026 #ECCV2026 #ComputerVision

Vision Transformers are brittle to variable input resolutions. In dense prediction tasks, the standard fix is sliding-window inference with heavy overlap, which is effective but painfully slow. SPAR (Single-Pass Any-Resolution ViT), takes a different approach.

Our work Global-Aware Edge Prioritization for Pose Graph Initialization is a CVPR 2026 oral paper and award candidate. Oral: Sun, Jun 7, 10:15 — 11:30 at Bluebird Ballroom (Oral Session 5A: Dynamic Perception) 📎 Poster: Sun, Jun 7, 11:45 AM — 1:45 PM at ExHall F (Poster Session 5), Poster #2

Get ready to Image Matching Workshop 2026 today at @cvprconference.bsky.social Room: 504 13:00 local time 3 star speakers: ⭐ @pesarlin.bsky.social ⭐ Nikhil Keetha ⭐ @jianyuanwang.bsky.social ✅10 papers ✅IMC2026 story #CVPR2026

Indexing Multimodal Language Models for Large-scale Image Retrieval - CVPR 2026 Findings paper A multimodal LLM (like Qwen) can estimate image-to-image similarity remarkably well without any task-specific training. 📍 Main conference — Poster #12, ExHall A 📅 Sun 7/6, 7:30–9:00

📍 @c1rcuslegend.bsky.social is presenting our work at #CVPR2026 Findings, find the poster with the most 🐈🐾 🗓 Friday, 07:00–08:30 📌 ExHall A; Poster #166 Stop by if you're curious whether MLLMs make good classifiers or to discuss our "Doomed to Reannotate" ImageNet project (preprint coming soon) 📝

Klara Janouskova@klara-cz.bsky.social · 7mo ago

Let me introduce our new paper: Multimodal Large Language Models as Image Classifiers ❓ Multimodal LLMs are increasingly used for visual tasks, but evaluating their image classification ability has produced conflicting conclusions. Link: arxiv.org/html/2603.06...

𝑹𝒆𝒕𝒓𝒊𝒆𝒗𝒆 𝒂𝒏𝒅 𝑺𝒆𝒈𝒎𝒆𝒏𝒕 (𝑹𝑵𝑺) at CVPR 2026 — selected as a 🌟 𝑯𝒊𝒈𝒉𝒍𝒊𝒈𝒉𝒕 🌟 (top ~4% of submissions)! 𝗪𝗵𝗲𝗿𝗲 𝘁𝗼 𝗳𝗶𝗻𝗱 𝘂𝘀 𝗮𝘁 𝗖𝗩𝗣𝗥 𝟮𝟬𝟮𝟲 (𝗗𝗲𝗻𝘃𝗲𝗿): 🔹 𝑴𝒂𝒊𝒏 𝑪𝒐𝒏𝒇𝒆𝒓𝒆𝒏𝒄𝒆 Poster Session 4 (#578) — June 6, 16:45–18:45 🔹 𝑾𝒉𝒂𝒕 𝒊𝒔 𝑵𝒆𝒙𝒕 𝒊𝒏 𝑴𝒖𝒍𝒕𝒊𝒎𝒐𝒅𝒂𝒍 𝑭𝒐𝒖𝒏𝒅𝒂𝒕𝒊𝒐𝒏 𝑴𝒐𝒅𝒆𝒍𝒔? Workshop — June 3, 14:30–16:00

🚀 Reminder: Our #CVPR2026 highlight ⭐ paper "Retrieve and Segment" will be presented today at the What is Next in Multimodal Foundation Models? Workshop. 🕝 Today, 14:30–16:00 📄 Paper: arxiv.org/abs/2602.23339 💻 Code: github.com/TilemahosAra... Looking forward to the discussions and feedback!

Thrilled to have our work listed among the top #CVPR2026 papers! 🎉 RNS is now featured in @skalskip92.bsky.social's curated collection of the most exciting papers from👇 🔗 github.com/SkalskiP/top-cvpr-2026-papers Big shoutout to @skalskip92.bsky.social for the incredible effort of tracking 🙌

GitHub - SkalskiP/top-cvpr-2026-papers: About This repository is a curated collection of the most exciting and influential CVPR 2026 papers. 🔥 [Paper + Code + Demo]

About This repository is a curated collection of the most exciting and influential CVPR 2026 papers. 🔥 [Paper + Code + Demo] - SkalskiP/top-cvpr-2026-papers

github.com

🎉This week at #CVPR2026, we’ll be presenting Retrieve and Segment (RNS), our ⭐ highlight paper. 📍 Poster Session 4 (#578) 🗓️ June 6, 16:45–18:45 📄 Paper: arxiv.org/abs/2602.23339 💻 Code: github.com/TilemahosAra... 🌐 Page: vrg.fel.cvut.cz/rns/ See you in Denver!

🚀 Instance-Level Composed Image Retrieval 💥Given a query image + a text modification, the goal is to retrieve the same particular object after the change — not just any semantically similar object. 📦 Dataset: huggingface.co/datasets/bil... 💻 Code: github.com/billpsomas/i... #VLM #AI #MultimodalAI

The Instance-Level Recognition and Generation workshop is back at ECCV 2026! For the first time, this edition will have best paper award prizes and student support grants. Submit your paper by June 26.

Giorgos Kordopatis-Zilos@gkordo.bsky.social · 4mo ago

🚨 Call for Papers 🚨 8th Instance-Level Recognition and Generation (ILR+G) Workshop at @eccv.bsky.social 📍 Malmö, Sweden 📅 September 8–9, 2026 🌐 ilr-workshop.github.io/ECCVW2026/ Submission deadline: June 26, 2026 Notification of acceptance: July 24, 2026 #ECCV2026 #ComputerVision

Looking for a nice home for your paper? #3DV2027 is waiting! 🎉 ⏰ Conference dates: April 6-9, 2027 ✈️ Place: #Thessaloniki (#SKG), #Greece 🇬🇷 📝 Paper ddl: Aug 28 🎥 Supp ddl: Sep 02 🆕 Rebuttal only upon invite for borderline papers #CallForPapers: 3dvconf.github.io/2027/call-fo...

📢 Deadline Extended! 🇬🇷🤖 The submission deadline for the #GreeksInAI 2026 Symposium has been extended to May 25🎉 More time to submit your latest work in AI, ML, CV, NLP, Robotics & more🚀 📍Athens, July 15–17 📄Link: openreview.net/group?id=gre... #AI #MachineLearning #ComputerVision #NLP #Robotics

🇬🇷 Reminder: the Call for Papers for #GreeksInAI 2026 is open! 📍Eugenides Foundation, Athens 📅15–17 July 2026 📝Submission deadline: 15 May 2026 We invite submissions on recent/ongoing/emerging work in AI/ML worldwide. Submit via: openreview.net/group?id=gre...

🇧🇷 Presenting our ICLR 2026 paper “Efficient Probing” (EP) today! ❓What if linear probing is asking the wrong question? 🥳 EP is a lightweight attention probing method that better evaluates local, patch-level representations from models like MIM. 📍Friday 24 April, P4-#3713, 15:15–17:45

🚨 Efficient Local Visual Similarity (ELViS) @ #ICLR 2026 🇧🇷 ELViS is a fast, lightweight, and interpretable module for estimating image-to-image similarity that generalizes well to many image domains. Paper: arxiv.org/abs/2603.28603 Code: github.com/pavelsuma/ELViS Come see poster today @ P4-#3715

🚨 Efficient Probing (EP) @ #ICLR 2026 🇧🇷 Models trained to learn local representations (e.g., MIM) are often undervalued by standard global evaluation. 👉 EP unlocks their potential via attention-based aggregation. Paper: arxiv.org/abs/2506.10178 Poster 👇 See you in Rio! 🌴

🎉 RNS is a Highlight paper at #CVPR 2026 🎉 💡1.5 years ago, just after finishing my PhD, I wrote my #MSCA PF proposal around a simple idea: can memory extend VLMs for open-vocabulary segmentation? 🎉 Today, the first paper is a CVPR Highlight. 🎯 From idea → funded project → highlight paper.