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Hazel Doughty

@hazeldoughty.bsky.social
294 followers 134 following 34 posts

Assistant Professor at Leiden University, NL. Computer Vision, Video Understanding. hazeldoughty.github.io

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Reposted by Hazel Doughty
ELLIS @ellis.eu · 17/06/2026
Get to know @hazeldoughty.bsky.social, Asst Prof at @unileiden.bsky.social 🇳🇱 and ELLIS Member. She researches computer vision, with a focus on fine-grained video understanding under limited supervision. Her goal is to enable a deeper understanding of video content and motion. #WomenInELLIS
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Hazel Doughty @hazeldoughty.bsky.social · 24/04/2026
Curious about turning coarse video classes into fine-grained ones without retraining or video data? If you’re at #ICLR2026, come check out our poster 📅 Friday 24th April, 15:15-17:45📍Pavillion 4, poster #3715 arxiv.org/abs/2602.16545
arxiv.org
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
Video recognition models are typically trained on fixed taxonomies which are often too coarse, collapsing distinctions in object, manner or outcome under a single label. As tasks and definitions evolv...
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Hazel Doughty @hazeldoughty.bsky.social · 23/02/2026
We’re organizing the 5th DataCV Workshop @ #CVPR2026 . If your work focuses on data, such as bias, robustness, distribution shifts, synthetic data, or dataset analysis, we’d love to see it. Proceedings + DataCV Challenge. Deadline: March 10, 2026 (AOE) sites.google.com/view/datacv-...
sites.google.com
DataCV 2026 @ CVPR 2026
Announcements The 5th DataCV Workshop and Challenge will be held as a half-day workshop in Denver, Colorado, USA, in conjunction with CVPR 2026. Paper submission deadline: March 10th, 2026 (23:59 Any...
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Hazel Doughty @hazeldoughty.bsky.social · 19/02/2026
How flexible is a trained video classifier after training? Our new #ICLR2026 paper investigates whether a category can be split into finer ones without retraining and without any videos. arxiv.org/abs/2602.16545
arxiv.org
Let's Split Up: Zero-Shot Classifier Edits for Fine-Grained Video Understanding
Video recognition models are typically trained on fixed taxonomies which are often too coarse, collapsing distinctions in object, manner or outcome under a single label. As tasks and definitions evolv...
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Hazel Doughty @hazeldoughty.bsky.social · 13/02/2026
Excited about detailed visual reasoning and subtle distinctions in #ComputerVision? Only 1 week left to apply 👇
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Reposted by Hazel Doughty
ELLIS @ellis.eu · 06/02/2026
🏹 Job alert: PhD Candidate in Fine-Grained Visual Understanding at @unileiden.bsky.social 📍 Leiden 🇳🇱 📅 Apply by Feb 20th 🔗 careers.universiteitleiden.nl/job/P…
careers.universiteitleiden.nl
PhD Candidate in Fine-Grained Visual Understanding
PhD Candidate in Fine-Grained Visual Understanding
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Hazel Doughty @hazeldoughty.bsky.social · 22/01/2026
✨PhD vacancy alert✨ Joost Batenburg and I are looking for someone that wants to work on fine-grained visual understanding in #ComputerVision Apply here before 20 Feb: careers.universiteitleiden.nl/job/PhD-Cand...
careers.universiteitleiden.nl
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Reposted by Hazel Doughty
Antonino Furnari @antoninofurnari.bsky.social · 11/06/2025
Tomorrow, I’ll give a talk about future predictions in egocentric vision at the #CVPR2025 precognition workshop, in room 107A at 4pm. I’ll retrace some history and show how precognition enables assistive downstream tasks and representation learning for procedural understanding.
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Hazel Doughty @hazeldoughty.bsky.social · 11/06/2025
Excited to be giving a keynote at the #CVPR2025 Workshop on Interactive Video Search and Exploration (IViSE) tomorrow. I'll be sharing our efforts working towards detailed video understanding. 📅 09:45 Thursday 12th June 📍 208 A 👉 sites.google.com/view/ivise2025
ivise-workshop.github.io
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Reposted by Hazel Doughty
Dima Damen @ECCV 2026 @dimadamen.bsky.social · 10/06/2025
Have you heard about HD-EPIC? Attending #CVPR2025 Multiple opportunities to know about the most highly-detailed video dataset with a digital twin, long-term object tracks, VQA,… hd-epic.github.io 1. Find any of the 10 authors attending @cvprconference.bsky.social – identified by this badge. 🧵
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Reposted by Hazel Doughty
Dima Damen @ECCV 2026 @dimadamen.bsky.social · 06/05/2025
Do you want to prove your Video-Language Model understands fine-grained, long-video, 3D world or anticipates interactions? Be the 🥇st to win HD-EPIC VQA challenge hd-epic.github.io/index#vqa-be... DL 19 May Winners announced @cvprconference.bsky.social #EgoVis workshop
hd-epic.github.io
HD-EPIC: A Highly-Detailed Egocentric Video Dataset
A Highly-Detailed Egocentric Video Dataset
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Reposted by Hazel Doughty
Dima Damen @ECCV 2026 @dimadamen.bsky.social · 03/04/2025
Object masks &tracks for HD-EPIC have been released.. This completes our highly-detailed annotations. Also, HD-EPIC VQA challenge is open [Leaderboard closes 19 May]... can you be 1st winner? codalab.lisn.upsaclay.fr/competitions... Btw, HD-EPIC was accepted @cvprconference.bsky.social #CVPR2025
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Hazel Doughty @hazeldoughty.bsky.social · 05/03/2025
The HD-EPIC VQA challenge for CVPR 2025 is now live: codalab.lisn.upsaclay.fr/competitions... See how your model stacks up against Gemini and LLaVA Video on a wide range of video understanding tasks.
codalab.lisn.upsaclay.fr
CodaLab - Competition
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Reposted by Hazel Doughty
#CVPR2026 @cvprconference.bsky.social · 28/02/2025
#CVPR2025 PRO TIP: To get a discount on your registration, join the Computer Vision Foundation (CVF). It’s FREE and makes @wjscheirer smile 😉 CVF: thecvf.com
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Reposted by Hazel Doughty
Diane Larlus @dlarlus.bsky.social · 07/02/2025
HD-EPIC - hd-epic.github.io Egocentric videos 👩‍🍳 with very rich annotations: the perfect testbed for many egocentric vision tasks 👌
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Hazel Doughty @hazeldoughty.bsky.social · 07/02/2025
📢 Today we're releasing a new highly detailed dataset for video understanding: HD-EPIC arxiv.org/abs/2502.04144 hd-epic.github.io What makes the dataset unique is the vast detail contained in the annotations with 263 annotations per minute over 41 hours of video.
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Reposted by Hazel Doughty
Dima Damen @ECCV 2026 @dimadamen.bsky.social · 07/02/2025
🛑📢 HD-EPIC: A Highly-Detailed Egocentric Video Dataset hd-epic.github.io arxiv.org/abs/2502.04144 New collected videos 263 annotations/min: recipe, nutrition, actions, sounds, 3D object movement &fixture associations, masks. 26K VQA benchmark to challenge current VLMs 1/N
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Hazel Doughty @hazeldoughty.bsky.social · 10/12/2024
Our second #ACCV2024 oral: "Beyond Coarse-Grained Matching in Video-Text Retrieval" is also being presented today. ArXiv: arxiv.org/abs/2410.12407 We go beyond coarse-grained retrieval and explore whether models can discern subtle single-word differences in captions.
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Hazel Doughty @hazeldoughty.bsky.social · 10/12/2024
Today we're presenting out #ACCV2024 Oral "LocoMotion: Learning Motion-Focused Video-Language Representations". We remove the spatial focus of video-language representations and instead train representations to have a motion focus.
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Reposted by Hazel Doughty
Dima Damen @ECCV 2026 @dimadamen.bsky.social · 04/12/2024
Pls RT Permanent Assistant Professor (Lecturer) position in Computer Vision @bristoluni.bsky.social [DL 6 Jan 2025] This is a research+teaching permanent post within MaVi group uob-mavi.github.io in Computer Science. Suitable for strong postdocs or exceptional PhD graduates. t.co/k7sRRyfx9o 1/2
t.co
https://tinyurl.com/BristolCVLectureship
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