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

Today we will be presenting THIS PIECE OF WORK. Encoders. Datasets. Shortcuts. Mitigations. 🕒 10:30 - 12:30 📍 ExHall #34 Come for the design, stay for the research! @eccv.bsky.social

🚨 ILR+G is tomorrow! Join us in Malmö for the Instance-Level Recognition and Generation Workshop at @eccv.bsky.social 🗓️ Sep 8 | 8:30–12:45 CEST 📍 Quality View Hotel – Storget 1 If you work at the finest granularity of visual understanding, come join us for a day of talks, discussions and exchange

Attending #ECCV2026? Want to know why your favorite vision models learn to encode camera acquisition and processing traces? Come meet our team! 👇 @eccv.bsky.social

Workshops 🗓️ September 8, 2026 🕒 15:40 - 16:10: @gtolias.bsky.social will be at the 2nd Workshop on Benchmarking Evidence‑Aligned Multimodal Reasoning. Main Conference Poster 🗓️ September 11, 2026 🕒 10:30 - 12:30 📍 ExHall #34 @gkordo.bsky.social @noagarciad.bsky.social @gtolias.bsky.social

Very excited to be presenting this piece of work investigating what image artificats affect visual encoders and why. September 11, 10:30 - 12:30, ExHall # 34 Together with @stojnicv.xyz @ryan-ramos.bsky.social @gkordo.bsky.social and @gtolias.bsky.social Come and check it out!

Giorgos Tolias@gtolias.bsky.social · 3w ago

Choices in the image acquisition and processing pipeline leave traces in the representation space of foundational vision encoders. At ECCV 2026 we discuss about the what, the why, and the how to fix it. @eccv.bsky.social #ECCV2026

Choices in the image acquisition and processing pipeline leave traces in the representation space of foundational vision encoders. At ECCV 2026 we discuss about the what, the why, and the how to fix it. @eccv.bsky.social #ECCV2026

📢 The Instance-Level Recognition and Generation (ILR+G) Workshop is happening at ECCV'26! 🗓️ Sep 8, 8:30am–12:30pm (CEST) 📍 Room 306 A If you work on computer vision at its finest class-wise granularity, i.e. recognizing, localizing, and synthesizing particular objects, come join us.

Your camera leaves fingerprints on every photo. Vision encoders learned to read them. Read about the bad and the good sides of it. "Invisible Shortcuts: Why Vision Encoders Know Your Camera" has been accepted at ECCV 2026. Paper: arxiv.org/pdf/2608.05424 @eccv.bsky.social #ECCV2026

📢 Deadline Extended! We have extended the Student Support Grant application deadline for the ILR+G Workshop @eccv.bsky.social by 2 days. If you haven't applied yet, there's still time! 🗓️ New deadline: August 2, 2026 📝 Apply now: forms.gle/qvqn2LyWXCvN... We look forward to seeing you in Malmö!

Giorgos Kordopatis-Zilos@gkordo.bsky.social · 2mo ago

🎓 Student Support Grants are now available! Are you a student working on instance-level recognition and generation? We offer Student Support Grants for participants attending the ILR+G Workshop @eccv.bsky.social 📅 Application deadline: July 31, 2026 📝 Apply here: forms.gle/qvqn2LyWXCvN...

🎓 Student Support Grants are now available! Are you a student working on instance-level recognition and generation? We offer Student Support Grants for participants attending the ILR+G Workshop @eccv.bsky.social 📅 Application deadline: July 31, 2026 📝 Apply here: forms.gle/qvqn2LyWXCvN...

📢 Submission Deadline Extended - ILR+G@eccv.bsky.social 🗓 New submission deadline: July 3, 2026 We welcome contributions on instance-level recognition, retrieval, generation, matching, personalization, and related topics. 📅 September 8, 2026 📍 Malmö, Sweden 🌐 ilr-workshop.github.io/ECCVW2026/

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

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

🚨 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

ELViS: Efficient Visual Similarity from Local Descriptors that Generalizes Across Domains @psuma.bsky.social @gkordo.bsky.social @skamalas.bsky.social @gtolias.bsky.social tl;dr: SuperGlue, but single score on light-weight top descriptors. Most important thing is dustbin. arxiv.org/abs/2603.28603

Our AI for Peace workshop will take place tomorrow, 26th of April, 9:00 AM - 5:00 PM in room 206. #ICLR2026 @iclr-conf.bsky.social If you are worried about the military uses of AI, come to support us and get informed! 🗓️ 26th of April, 9:00 AM - 5:00 PM 📍206

Evangelos Kazakos@ekazakos.bsky.social · 10mo ago

Worried about AI’s military uses? We are too. We’re organising an ICLR 2026 workshop on AI research and military applications—dual-use risks, transparency, accountability, and ethical/legal governance & policy. Details + paper submissions: see Noa’s post and visit aiforpeaceworkshop.github.io.

Today at 9am-5pm, we will host the first AI for Peace workshop at @iclr-conf.bsky.social With an excellent line-up of speakers: @pjreddie.bsky.social, @alexhanna.bsky.social, @davidthewid.bsky.social, Pier Luigi Dovesi, @giselalujan.bsky.social Come if you are worried about the use of AI for war.

🇧🇷 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

The Visual Recognition Group at CTU in Prague organizes the 51st Pattern Recognition and Computer Vision Colloquium with Roman Bednarik, István Sárándi, Andreas Geiger, Jan Škvrna, Yuki Asano and Dániel Baráth. cmp.felk.cvut.cz/colloquium/#... Happening today, Thursday Apr 23, 11:00-17:00.

I have an opening for a two years post-doc position on instance-level (personalized) visual generation. Eligibility: (i) <=7 years from Ph.D. (ii) studies or 1 year outside of Czechia (ii) >=3 journal with IF or CORE A*/A conference papers. Deadline: 15 Feb. Details: www.euraxess.cz/jobs/399390

Postdoctoral research position in Instance-level visual generation

Czech Technical University in Prague (CTU) offers a fellowship program, the CTU Global Postdoc Fellowship. This new and attractive two-year fellowship-program offers excellent researchers who have rec...

euraxess.cz

23rd of October. @iccv.bsky.social We present our work on “Large-scale Pretraining for Grounded Video Caption Generation” with Cordelia Schmid and @josef-sivic.bsky.social at Exhibit Hall I #434 on the morning session. We’ll have a search demo for our dataset as well! See you there!! 🚀

Are you at @iccv.bsky.social #ICCV2025? Come by our poster.  📅 October 22, 2025, 14:30 – 16:30 HST  📍 Location: Exhibit Hall I, Poster #207

Vladan Stojnić@stojnicv.xyz · last yr.

Have you ever asked yourself how much your favorite vision model knows about image capture parameters (e.g., the amount of JPEG compression, the camera model, etc.)? Furthermore, could these parameters influence its semantic recognition abilities?

🌺 Just 4 days to go! Join us in Honolulu for the Instance-Level Recognition and Generation Workshop at #ICCV2025 🏝 🗓️ Oct 19, 8:30am–12:30pm 📍 Room 306 A We’ll have amazing keynotes, plus oral and poster sessions featuring accepted and invited papers. Don’t miss it! ilr-workshop.github.io/ICCVW2025/

🚀 new state-of-the-art on ILIAS dataset! Curious how well the latest models can recognize particular objects? We evaluated the base and large variants of DINOv3 and Perception Encoder (PE) on instance-level image retrieval. See the results 👉 vrg.fel.cvut.cz/ilias/

The Colloquium in Pattern Recognition and Computer Vision of the Visual Recognition Group at CTU in Prague has a long tradition dating back to 1998. The list of all speakers is available docs.google.com/spreadsheets.... Enjoy! The 50th edition is coming soon cmp.felk.cvut.cz/colloquium/

Pattern Recognition and Computer Vision Colloquium - past speakers

docs.google.com

Processing and acquisition traces in visual encoders: What does CLIP know about your camera? @ryan-ramos.bsky.social @stojnicv.xyz @gkordo.bsky.social Yuta Nakashima @gtolias.bsky.social @noagarciad.bsky.social tl;dr: CLIP sees difference DSLR vs iphone, DINO doesn't. arxiv.org/abs/2508.10637 1/

Have you ever asked yourself how much your favorite vision model knows about image capture parameters (e.g., the amount of JPEG compression, the camera model, etc.)? Furthermore, could these parameters influence its semantic recognition abilities?

🚨 Deadline Extension Instance-Level Recognition and Generation (ILR+G) Workshop at ICCV2025 @iccv.bsky.social 📅 new deadline: June 26, 2025 (23:59 AoE) 📄 paper submission: cmt3.research.microsoft.com/ILRnG2025 🌐 ILR+G website: ilr-workshop.github.io/ICCVW2025/ #ICCV2025 #ComputerVision #AI