Eric Chen
@ericmchen.bsky.social
PhD student at MIT. Previously at Cornell.
Originally from Queens.
Computer vision, graphics, and machine learning
echen01.github.io
Originally from Queens.
Computer vision, graphics, and machine learning
echen01.github.io
Reposted by Eric Chen
Happy to finally share our latest work on Dataset Distillation!
"Dataset Distillation for Pre-Trained Self-Supervised Vision Models," set to appear at #NeurIPS 2025!
We learn 1 image per class to train linear heads for pre-trained models.
linear-gradient-matching.github.io
More in thread 🔽
"Dataset Distillation for Pre-Trained Self-Supervised Vision Models," set to appear at #NeurIPS 2025!
We learn 1 image per class to train linear heads for pre-trained models.
linear-gradient-matching.github.io
More in thread 🔽
Dataset Distillation for Pre-Trained Self-Supervised Vision Models
Distilling image datasets to a single sample per class to train classifiers on top of pre-trained self-supervised vision models.
linear-gradient-matching.github.io
November 21, 2025 at 4:01 AM
Happy to finally share our latest work on Dataset Distillation!
"Dataset Distillation for Pre-Trained Self-Supervised Vision Models," set to appear at #NeurIPS 2025!
We learn 1 image per class to train linear heads for pre-trained models.
linear-gradient-matching.github.io
More in thread 🔽
"Dataset Distillation for Pre-Trained Self-Supervised Vision Models," set to appear at #NeurIPS 2025!
We learn 1 image per class to train linear heads for pre-trained models.
linear-gradient-matching.github.io
More in thread 🔽
Reposted by Eric Chen
DUSt3R et al. are impressive, but how do they actually work? We investigate this in our project 𝘜𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥𝘪𝘯𝘨 𝘔𝘶𝘭𝘵𝘪-𝘝𝘪𝘦𝘸 𝘛𝘳𝘢𝘯𝘴𝘧𝘰𝘳𝘮𝘦𝘳𝘴!
We share findings on the iterative nature of reconstruction, the roles of cross and self-attention, and the emergence of correspondences across the network [1/8] ⬇️
We share findings on the iterative nature of reconstruction, the roles of cross and self-attention, and the emergence of correspondences across the network [1/8] ⬇️
𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱𝗶𝗻𝗴 𝗠𝘂𝗹𝘁𝗶-𝗩𝗶𝗲𝘄 𝗧𝗿𝗮𝗻𝘀𝗳𝗼𝗿𝗺𝗲𝗿𝘀
Michal Stary, Julien Gaubil, Ayush Tewari, Vincent Sitzmann
arxiv.org/abs/2510.24907
Trending on www.scholar-inbox.com
Michal Stary, Julien Gaubil, Ayush Tewari, Vincent Sitzmann
arxiv.org/abs/2510.24907
Trending on www.scholar-inbox.com
November 4, 2025 at 7:40 PM
DUSt3R et al. are impressive, but how do they actually work? We investigate this in our project 𝘜𝘯𝘥𝘦𝘳𝘴𝘵𝘢𝘯𝘥𝘪𝘯𝘨 𝘔𝘶𝘭𝘵𝘪-𝘝𝘪𝘦𝘸 𝘛𝘳𝘢𝘯𝘴𝘧𝘰𝘳𝘮𝘦𝘳𝘴!
We share findings on the iterative nature of reconstruction, the roles of cross and self-attention, and the emergence of correspondences across the network [1/8] ⬇️
We share findings on the iterative nature of reconstruction, the roles of cross and self-attention, and the emergence of correspondences across the network [1/8] ⬇️
Reposted by Eric Chen
Our schedule is live!
curateddata.github.io/schedule.html
We have posters, oral presentations, and invited talks from @zhuangl.bsky.social, @sarameghanbeery.bsky.social, @andrewowens.bsky.social, @phillipisola.bsky.social, and Alyosha Efros!
See you in Hawaii!
#ICCV2025 @iccv.bsky.social
curateddata.github.io/schedule.html
We have posters, oral presentations, and invited talks from @zhuangl.bsky.social, @sarameghanbeery.bsky.social, @andrewowens.bsky.social, @phillipisola.bsky.social, and Alyosha Efros!
See you in Hawaii!
#ICCV2025 @iccv.bsky.social
Curated Data for Efficient Learning
The ICCV 2025 Workshop on Curated Data for Efficient Learning
curateddata.github.io
October 12, 2025 at 9:26 PM
Our schedule is live!
curateddata.github.io/schedule.html
We have posters, oral presentations, and invited talks from @zhuangl.bsky.social, @sarameghanbeery.bsky.social, @andrewowens.bsky.social, @phillipisola.bsky.social, and Alyosha Efros!
See you in Hawaii!
#ICCV2025 @iccv.bsky.social
curateddata.github.io/schedule.html
We have posters, oral presentations, and invited talks from @zhuangl.bsky.social, @sarameghanbeery.bsky.social, @andrewowens.bsky.social, @phillipisola.bsky.social, and Alyosha Efros!
See you in Hawaii!
#ICCV2025 @iccv.bsky.social
Come see our talk on "Pocket Time-Lapse" at SIGGRAPH today at 4pm in the Image Representation, Editing, & Generation session!
West Building, Rooms 118-120
West Building, Rooms 118-120
August 13, 2025 at 8:39 AM
Come see our talk on "Pocket Time-Lapse" at SIGGRAPH today at 4pm in the Image Representation, Editing, & Generation session!
West Building, Rooms 118-120
West Building, Rooms 118-120
Reposted by Eric Chen
Excited to share our new work at @acm.org Transactions on Graphics/@acmsiggraph.bsky.social! We use coded noise to add an invisible watermark to lighting that helps detect fake or manipulated video. (1/2)
July 30, 2025 at 3:56 PM
Excited to share our new work at @acm.org Transactions on Graphics/@acmsiggraph.bsky.social! We use coded noise to add an invisible watermark to lighting that helps detect fake or manipulated video. (1/2)
Reposted by Eric Chen
At ICML, we're presenting a paper on uncertainty-aware surface reconstruction!
Compared to previous approaches, we are able to completely remove the need for recursive linear solves for reconstruction and interpolation, using geometric GP machinery.
Check it out!
Compared to previous approaches, we are able to completely remove the need for recursive linear solves for reconstruction and interpolation, using geometric GP machinery.
Check it out!
July 17, 2025 at 6:24 PM
At ICML, we're presenting a paper on uncertainty-aware surface reconstruction!
Compared to previous approaches, we are able to completely remove the need for recursive linear solves for reconstruction and interpolation, using geometric GP machinery.
Check it out!
Compared to previous approaches, we are able to completely remove the need for recursive linear solves for reconstruction and interpolation, using geometric GP machinery.
Check it out!
Reposted by Eric Chen
🚨🚨 WiGRAPH CONFERENCE COFFEE @ SIGGRAPH '25 🚨🚨
Sign up now to be randomly matched with peers for a SIGGRAPH conference coffee!
Sign up now to be randomly matched with peers for a SIGGRAPH conference coffee!
🎉☕ Announcing WiGRAPH Conference Coffees: SIGGRAPH 2025 Edition! ☕🎉
Are you a researcher of an underrepresented gender registered for SIGGRAPH? Do you want an opportunity to network with your peers? Learn more and sign up here:
www.wigraph.org/events/2025-...
Are you a researcher of an underrepresented gender registered for SIGGRAPH? Do you want an opportunity to network with your peers? Learn more and sign up here:
www.wigraph.org/events/2025-...
WiGRAPH Conference Coffee: Sign-Up
WiGRAPH is organizing a SIGGRAPH 2025 conference coffee!
Are you a researcher of a gender that is underrepresented at SIGGRAPH? Would you like for an opportunity to network with peers? Sign up for th...
tinyurl.com
July 10, 2025 at 4:39 PM
🚨🚨 WiGRAPH CONFERENCE COFFEE @ SIGGRAPH '25 🚨🚨
Sign up now to be randomly matched with peers for a SIGGRAPH conference coffee!
Sign up now to be randomly matched with peers for a SIGGRAPH conference coffee!
Reposted by Eric Chen
📢 I'm excited to share BrepDiff, our single-stage B-rep diffusion model, which enables unconditional generation and editing of B-reps.
This work will be presented at #SIGGRAPH2025 with @mingilikesmangos.bsky.social, @dongsuzhang.bsky.social, and Young Min Kim.
🌐: brepdiff.github.io
1/8
This work will be presented at #SIGGRAPH2025 with @mingilikesmangos.bsky.social, @dongsuzhang.bsky.social, and Young Min Kim.
🌐: brepdiff.github.io
1/8
June 30, 2025 at 2:36 PM
📢 I'm excited to share BrepDiff, our single-stage B-rep diffusion model, which enables unconditional generation and editing of B-reps.
This work will be presented at #SIGGRAPH2025 with @mingilikesmangos.bsky.social, @dongsuzhang.bsky.social, and Young Min Kim.
🌐: brepdiff.github.io
1/8
This work will be presented at #SIGGRAPH2025 with @mingilikesmangos.bsky.social, @dongsuzhang.bsky.social, and Young Min Kim.
🌐: brepdiff.github.io
1/8
The multi-plane camera at the Walt Disney Family museum. It’s huge!
March 24, 2025 at 11:41 PM
The multi-plane camera at the Walt Disney Family museum. It’s huge!