Floriane Magera
@flomgr.bsky.social
She/her
Computer vision researcher @evs & PhD student @universitedeliege.bsky.social
Computer vision researcher @evs & PhD student @universitedeliege.bsky.social
Reposted by Floriane Magera
Positions remain open! Both PhD and postdoctoral opportunities are available on scientific foundation models. An additional position is also available on AI for regional climate models (jointly with @xavierfettweis.bsky.social). Do not hesitate to apply!
📣 Hiring! I am looking for PhD/postdoc candidates to work on foundation models for science at @ULiege, with a special focus on weather and climate systems. 🌏 Three positions are open around deep learning, physics-informed FMs and inverse problems with FMs.
June 4, 2025 at 12:24 PM
Positions remain open! Both PhD and postdoctoral opportunities are available on scientific foundation models. An additional position is also available on AI for regional climate models (jointly with @xavierfettweis.bsky.social). Do not hesitate to apply!
Reposted by Floriane Magera
The two postdoctoral positions remain open! (the PhD position has been filled) Applications from deep learning researchers or atmospheric scientists are welcome! Ping me if you have any questions!
📣 Hiring! I am looking for PhD/postdoc candidates to work on foundation models for science at @ULiege, with a special focus on weather and climate systems. 🌏 Three positions are open around deep learning, physics-informed FMs and inverse problems with FMs.
March 11, 2025 at 3:11 PM
The two postdoctoral positions remain open! (the PhD position has been filled) Applications from deep learning researchers or atmospheric scientists are welcome! Ping me if you have any questions!
Reposted by Floriane Magera
Where are the women in AI? www.interface-eu.org/publications...
AI's Missing Link: The Gender Gap in the Talent Pool
Our analysis of data on nearly 1.6 million AI professionals worldwide reveals stark gender imbalances. Women comprise only 22% of AI talent globally, with even lower representation at senior levels – ...
www.interface-eu.org
February 19, 2025 at 8:52 AM
Where are the women in AI? www.interface-eu.org/publications...
The serious research we all need: arxiv.org/abs/2501.00536
Phase behavior of Cacio and Pepe sauce
"Pasta alla Cacio e pepe" is a traditional Italian dish made with pasta, pecorino cheese, and pepper. Despite its simple ingredient list, achieving the perfect texture and creaminess of the sauce can ...
arxiv.org
February 14, 2025 at 5:15 PM
The serious research we all need: arxiv.org/abs/2501.00536
Reposted by Floriane Magera
Our newest SoccerNet challenge on Monocular Depth Estimation is up and running! 🥳
Our world is 3D, football games are too, do you have what it takes to lift football analysis from 2D to 3D? 🏟️⚽️
Our world is 3D, football games are too, do you have what it takes to lift football analysis from 2D to 3D? 🏟️⚽️
🚨 The wait is over! 4⃣🚀The 4th and final challenge of #SoccerNet2025 is here: “Monocular Depth Estimation”!
📹 Generate precise depth maps using only a single monocular camera and redefine soccer analysis!
With this, all four 2025 challenges are officially announced! 🧵 @cvprconference.bsky.social
📹 Generate precise depth maps using only a single monocular camera and redefine soccer analysis!
With this, all four 2025 challenges are officially announced! 🧵 @cvprconference.bsky.social
January 18, 2025 at 6:32 PM
Our newest SoccerNet challenge on Monocular Depth Estimation is up and running! 🥳
Our world is 3D, football games are too, do you have what it takes to lift football analysis from 2D to 3D? 🏟️⚽️
Our world is 3D, football games are too, do you have what it takes to lift football analysis from 2D to 3D? 🏟️⚽️
I wish I stumbled on this pretty and clear intro to CUDA and GPUs years ago : modal.com/gpu-glossary
January 16, 2025 at 8:27 AM
I wish I stumbled on this pretty and clear intro to CUDA and GPUs years ago : modal.com/gpu-glossary
Reposted by Floriane Magera
2⃣🚀 #SoccerNet2025 Let's present our Challenge #2: “Game State Reconstruction”
🏟 Reconstruct a schematic state of the game over time, capturing key player positions and overall game dynamics!
🔗 soccer-net.org/challenges/2...
#AIChallenge #SportsAnalytics @cvprconference.bsky.social
🏟 Reconstruct a schematic state of the game over time, capturing key player positions and overall game dynamics!
🔗 soccer-net.org/challenges/2...
#AIChallenge #SportsAnalytics @cvprconference.bsky.social
January 2, 2025 at 2:17 PM
2⃣🚀 #SoccerNet2025 Let's present our Challenge #2: “Game State Reconstruction”
🏟 Reconstruct a schematic state of the game over time, capturing key player positions and overall game dynamics!
🔗 soccer-net.org/challenges/2...
#AIChallenge #SportsAnalytics @cvprconference.bsky.social
🏟 Reconstruct a schematic state of the game over time, capturing key player positions and overall game dynamics!
🔗 soccer-net.org/challenges/2...
#AIChallenge #SportsAnalytics @cvprconference.bsky.social
Reposted by Floriane Magera
At #SIGGRAPHAsia, I just saw a paper talk where many of the examples shown are about making videos of women in short skirts and gym clothes dance to whatever sequence you want from a single image. How does this get published?
December 6, 2024 at 6:02 AM
At #SIGGRAPHAsia, I just saw a paper talk where many of the examples shown are about making videos of women in short skirts and gym clothes dance to whatever sequence you want from a single image. How does this get published?
Reposted by Floriane Magera
Most SISR methods lately:
"This new method boasts a jaw-dropping 0.02 PSNR gain and was validated on, wait for it, 19 images. Truly the stuff of legends. 😂 #ScienceIsAwesome #InnovateOrDie"
"This new method boasts a jaw-dropping 0.02 PSNR gain and was validated on, wait for it, 19 images. Truly the stuff of legends. 😂 #ScienceIsAwesome #InnovateOrDie"
November 28, 2024 at 10:58 AM
Most SISR methods lately:
"This new method boasts a jaw-dropping 0.02 PSNR gain and was validated on, wait for it, 19 images. Truly the stuff of legends. 😂 #ScienceIsAwesome #InnovateOrDie"
"This new method boasts a jaw-dropping 0.02 PSNR gain and was validated on, wait for it, 19 images. Truly the stuff of legends. 😂 #ScienceIsAwesome #InnovateOrDie"
Reposted by Floriane Magera
Our paper "𝟑𝐃 𝐂𝐨𝐧𝐯𝐞𝐱 𝐒𝐩𝐥𝐚𝐭𝐭𝐢𝐧𝐠: 𝐑𝐚𝐝𝐢𝐚𝐧𝐜𝐞 𝐅𝐢𝐞𝐥𝐝 𝐑𝐞𝐧𝐝𝐞𝐫𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝟑𝐃 𝐒𝐦𝐨𝐨𝐭𝐡 𝐂𝐨𝐧𝐯𝐞𝐱𝐞𝐬” is now available on Arxiv!
💻Project page for some cool visualizations: convexsplatting.github.io
📓 Paper: arxiv.org/abs/2411.14974
💻Project page for some cool visualizations: convexsplatting.github.io
📓 Paper: arxiv.org/abs/2411.14974
November 27, 2024 at 1:53 PM
Our paper "𝟑𝐃 𝐂𝐨𝐧𝐯𝐞𝐱 𝐒𝐩𝐥𝐚𝐭𝐭𝐢𝐧𝐠: 𝐑𝐚𝐝𝐢𝐚𝐧𝐜𝐞 𝐅𝐢𝐞𝐥𝐝 𝐑𝐞𝐧𝐝𝐞𝐫𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝟑𝐃 𝐒𝐦𝐨𝐨𝐭𝐡 𝐂𝐨𝐧𝐯𝐞𝐱𝐞𝐬” is now available on Arxiv!
💻Project page for some cool visualizations: convexsplatting.github.io
📓 Paper: arxiv.org/abs/2411.14974
💻Project page for some cool visualizations: convexsplatting.github.io
📓 Paper: arxiv.org/abs/2411.14974
Reposted by Floriane Magera
November 27, 2024 at 2:54 AM
Reposted by Floriane Magera
🚀 🌟 #SoccerNet Challenges 2025 are here! In this 5th edition, we’re excited to unveil four diverse tasks!
⚽️ Check the deadline, there’s plenty of time to craft a groundbreaking solution and rise to the top of the leaderboard! 🏆
🔥Let the Challenges begin! #CVPR2025
⚽️ Check the deadline, there’s plenty of time to craft a groundbreaking solution and rise to the top of the leaderboard! 🏆
🔥Let the Challenges begin! #CVPR2025
November 24, 2024 at 10:53 AM
🚀 🌟 #SoccerNet Challenges 2025 are here! In this 5th edition, we’re excited to unveil four diverse tasks!
⚽️ Check the deadline, there’s plenty of time to craft a groundbreaking solution and rise to the top of the leaderboard! 🏆
🔥Let the Challenges begin! #CVPR2025
⚽️ Check the deadline, there’s plenty of time to craft a groundbreaking solution and rise to the top of the leaderboard! 🏆
🔥Let the Challenges begin! #CVPR2025
Reposted by Floriane Magera
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction
Yutao Tang, Yuxiang Guo, Deming Li, Cheng Peng
tl;dr: align Mast3r to colmap point cloud, align outliers separately, as per semantic group -> splat
arxiv.org/abs/2411.12592
Yutao Tang, Yuxiang Guo, Deming Li, Cheng Peng
tl;dr: align Mast3r to colmap point cloud, align outliers separately, as per semantic group -> splat
arxiv.org/abs/2411.12592
November 20, 2024 at 10:22 AM
SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction
Yutao Tang, Yuxiang Guo, Deming Li, Cheng Peng
tl;dr: align Mast3r to colmap point cloud, align outliers separately, as per semantic group -> splat
arxiv.org/abs/2411.12592
Yutao Tang, Yuxiang Guo, Deming Li, Cheng Peng
tl;dr: align Mast3r to colmap point cloud, align outliers separately, as per semantic group -> splat
arxiv.org/abs/2411.12592
Reposted by Floriane Magera
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes
Hao Li, et al.
tl;dr: scene->non-overlap regions->sparse images->Splatt3R+global alignment+depth priors->initialization->local GS models->distillation-based model aggregation
arxiv.org/pdf/2411.12309
Hao Li, et al.
tl;dr: scene->non-overlap regions->sparse images->Splatt3R+global alignment+depth priors->initialization->local GS models->distillation-based model aggregation
arxiv.org/pdf/2411.12309
November 21, 2024 at 5:08 AM
DGTR: Distributed Gaussian Turbo-Reconstruction for Sparse-View Vast Scenes
Hao Li, et al.
tl;dr: scene->non-overlap regions->sparse images->Splatt3R+global alignment+depth priors->initialization->local GS models->distillation-based model aggregation
arxiv.org/pdf/2411.12309
Hao Li, et al.
tl;dr: scene->non-overlap regions->sparse images->Splatt3R+global alignment+depth priors->initialization->local GS models->distillation-based model aggregation
arxiv.org/pdf/2411.12309
Reposted by Floriane Magera
Future Bsky homes for our #computervision conferences!
@cvprconference.bsky.social
@iccv.bsky.social
@eccv.bsky.social
@wacvconference.bsky.social
Stay tuned!
@cvprconference.bsky.social
@iccv.bsky.social
@eccv.bsky.social
@wacvconference.bsky.social
Stay tuned!
November 19, 2024 at 2:05 PM
Future Bsky homes for our #computervision conferences!
@cvprconference.bsky.social
@iccv.bsky.social
@eccv.bsky.social
@wacvconference.bsky.social
Stay tuned!
@cvprconference.bsky.social
@iccv.bsky.social
@eccv.bsky.social
@wacvconference.bsky.social
Stay tuned!
Reposted by Floriane Magera
Image Matching Filtering and Refinement by Planes and Beyond
Fabio Bellavia, Zhenjun Zhao, Luca Morelli, Fabio Remondino
tl;dr: refine matches by estimating local homographies with special parameterization MiHo and NCC.
Improves even LG/LoFTR. Many additional analyses.
arxiv.org/abs/2411.09484
Fabio Bellavia, Zhenjun Zhao, Luca Morelli, Fabio Remondino
tl;dr: refine matches by estimating local homographies with special parameterization MiHo and NCC.
Improves even LG/LoFTR. Many additional analyses.
arxiv.org/abs/2411.09484
November 18, 2024 at 8:29 AM
Image Matching Filtering and Refinement by Planes and Beyond
Fabio Bellavia, Zhenjun Zhao, Luca Morelli, Fabio Remondino
tl;dr: refine matches by estimating local homographies with special parameterization MiHo and NCC.
Improves even LG/LoFTR. Many additional analyses.
arxiv.org/abs/2411.09484
Fabio Bellavia, Zhenjun Zhao, Luca Morelli, Fabio Remondino
tl;dr: refine matches by estimating local homographies with special parameterization MiHo and NCC.
Improves even LG/LoFTR. Many additional analyses.
arxiv.org/abs/2411.09484
Reposted by Floriane Magera
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation
Jonas Serych, Michal Neoral, Jiri Matas
tl;dr: algorithm for robust chaining optical flow in video + learned quality estimation module.
RoMA rules, SeaRAFT is second best.
arxiv.org/abs/2411.09551
Jonas Serych, Michal Neoral, Jiri Matas
tl;dr: algorithm for robust chaining optical flow in video + learned quality estimation module.
RoMA rules, SeaRAFT is second best.
arxiv.org/abs/2411.09551
November 18, 2024 at 8:45 AM
MFTIQ: Multi-Flow Tracker with Independent Matching Quality Estimation
Jonas Serych, Michal Neoral, Jiri Matas
tl;dr: algorithm for robust chaining optical flow in video + learned quality estimation module.
RoMA rules, SeaRAFT is second best.
arxiv.org/abs/2411.09551
Jonas Serych, Michal Neoral, Jiri Matas
tl;dr: algorithm for robust chaining optical flow in video + learned quality estimation module.
RoMA rules, SeaRAFT is second best.
arxiv.org/abs/2411.09551