Navami Kairanda ✈️ ICLR 2026

PhD Candidate @ Max Planck Institute for Informatics | Computer Graphics, Computer Vision and Machine Learning

[Navami Kairanda ✈️ ICLR 2026 @NavamiK]

Presenting my latest work at #ICLR2026! Stop by the poster #210, Pavillion 3, Rio centro at ⏰ 3:15–5:45 PM to learn more!

🔗 Project page: https://t.co/1H5p3Z3i4I

[Vlad Golyanik @VGolyanik]

🇧🇷 ∂∞-Grid by @NavamiK et al., #ICLR2026 🇧🇷
• Multi-resolution grids + RBF interpolation
• Infinitely differentiable
• Trained using differential equations (DEs) as losses
• Accurate modelling of physical fields

🔗https://t.co/CrUxxeaNRY
📝https://t.co/yFkm5UYIBq

[1/2]👇

[Niladri Dutt @niladridutt]

🎉 LoST: Level of Semantics Tokenization (CVPR 2026)

What if 3D generation didn’t start from coarse geometry, but from semantics?

We introduce LoST, a semantic-first 3D tokenizer that orders tokens by semantic salience, so even very short prefixes can already decode into complete, plausible, recognizable 3D shapes 🧩

Early tokens capture the principal semantics.
Later tokens refine the details.

Result: Generate 3D shapes starting from as few as 1 token!

The goal is to have high fidelity shapes even with very few tokens, with more tokens semantic alignment increases.

Project: https://t.co/2kVk9ciFmZ
Paper: https://t.co/LGMcx9W6D7

@CVPR @AdobeResearch @Adobe

[Vlad Golyanik @VGolyanik]

What can make monocular 4D reconstruction even more ill-posed? Replace RGB inputs with a monocular event stream🥷 Here's the first solution to this new problem at #BMVC2025: https://t.co/3C1cnb2oIX.

Led by Takuya Nakabayashi (Keio🗼), in a team with @NavamiK and @WeLoveHideo.

[Navami Kairanda ✈️ ICLR 2026 @NavamiK]

📍 Catch us at #CVPR2025:
🖼 Poster #68, Exhibit Hall D
🗓 Sat, June 14 | ⏰ 8:30–10:30 AM

Also at:
🧠 1st Workshop on Vision Meets Physics
🗓 Thu, June 12 | ⏰ ~10:50–11:00 AM
🌐 https://t.co/BQW4ekKmYN

🔗 Project page: https://t.co/F5oUuDYrd1
(2/2)

[Navami Kairanda ✈️ ICLR 2026 @NavamiK]

🎬 It’s #CVPR2025 season!

Meet Thin-Shell-SfT — we enable fine-grained, monocular non-rigid 3D surface tracking with:

✅ Continuous and adaptive deformation fields
✅ Continuous thin-shell physics prior
✅ Surface-induced 3D Gaussian splatting

🧵(1/2)

[M. Hamza Mughal @mhamzamughal09]

Can we generate meaningful speech-driven motion by extracting semantics from data?

✅Yes, we can! Check out our latest #CVPR2025 work on generating semantically rich gestures using Diffusion-based RAG 🚀

🎥: https://t.co/vDZFeQ6LYq
@VcaiMpi
#AI #MotionGeneration #EmbodiedAI

[Wanyue Zhang @Wanyue__Z]

🚀 Check out our #CVPR2025 paper BimArt! 👐🔧
We generate 3D bimanual interactions with articulated objects by:
✅ Predicting contact maps from object trajectories
✅ Using an articulation-aware feature representation

Project Webpage: https://t.co/dKa6svC2ab
@VcaiMpi

[Navami Kairanda ✈️ ICLR 2026 @NavamiK]

Join me for the poster session tomorrow (11am -2pm PST, East Exhibit Hall A-C, #3911) to know more about neural implicit cloth simulation!

Let me know if you are at #NeurIPS2024/Vancouver and would like to meet up!

[Marc Habermann @ CVPR @marc_habermann]

Interested in neural cloth simulation? Don't miss our recent work NeuralClothSim at #Neurips 2024.

You can find @NavamiK at East Exhibit Hall A-C #3911 on Friday 13 Dec 11 a.m. PST — 2 p.m. PST.

Project page: https://t.co/pT5zxZmXSg

[Marc Habermann @ CVPR @marc_habermann]

Interested in neural cloth simulation? Don't miss our recent work NeuralClothSim at #Neurips 2024.

You can find @NavamiK at East Exhibit Hall A-C #3911 on Friday 13 Dec 11 a.m. PST — 2 p.m. PST.

Project page: https://t.co/pT5zxZmXSg

[Vlad Golyanik @VGolyanik]

NeuralClothSim (continued):
*uses a non-linear anisotropic material model
*allows material interpolation and simulation editing

NDFs:
*allocate the capacity to the deformation details
*allow surface state queries at arbitrary spatial resolutions without retraining

[Vlad Golyanik @VGolyanik]

Existing solvers cannot be easily integrated into neural networks. We rethink physically accurate quasistatic cloth simulation. NeuralClothSim:
*encodes deformations as a neural deformation field (NDF)
*supervises NDF equilibria relying on non-linear Kirchhoff–Love theory

👇

[Vlad Golyanik @VGolyanik]

Can cloth simulation benefit from a neural implicit spatiotemporal deformation field supervised by the Kirchhoff–Love thin plate theory?

Answers: @NavamiK et al. NeuralClothSim. @NeurIPS2024.
Paper: https://t.co/uLdUgNNPDZ
Project page & Source code: https://t.co/Q7w7fdej9g

👇

[VCAI - MPI for Informatics @VcaiMpi]

Check out our #ECCV Relightable Neural Actor! It provides pose and light control, self shadows, surface wrinkles, and material editing at inference time!

Project: https://t.co/qdoINHEj5b

Team: @DiogoLuvizon, @VGolyanik, @AdamKortylewski, @marc_habermann, C. Theobalt

[Marc Habermann @ CVPR @marc_habermann]

How can we meta-learn a prior for human radiance and SDF fields to tackle ambiguities in the sparse (few camera) performance capture setting?

Check out our #ECCV 2024 work MetaCap!

Project page: https://t.co/18OFxenTru

Team: @GuoxingSun, @rishabh_dabral, @FuaPv, Christian

[VCAI - MPI for Informatics @VcaiMpi]

#ECCV2024 Presenting ReMoS, our latest work on Reactive Motion Synthesis for modeling 2-person interactions.

Project page: https://t.co/SMAQUA8T34
Team: @ghosh_ani12, @rishabh_dabral, @VGolyanik, C. Theobalt, P. Slusallek

[VCAI - MPI for Informatics @VcaiMpi]

Check out our TPAMI 2023 survey paper on visual AIGC and multimodal generation, delving into GANs, diffusion models, autoregressive models, and NeRFs.
Project page: https://t.co/gx95FXPMgZ GitHub: https://t.co/fe2uGc4rKb Paper: https://t.co/bfBiRLD92p

[Vlad Golyanik @VGolyanik]

𝐃𝐞𝐜𝐚𝐟, please!☕️💆‍♂️

A work with S. Shimada, P. Pérez and C. Theobalt at @SA2023Sydney 🦘: We are excited to introduce a new approach for non-rigid 3D reconstruction of hands interacting with faces from monocular videos.
https://t.co/30WUwtcBtv
#SIGGRAPHAsia2023 #HCI #AR #VR

[Vlad Golyanik @VGolyanik]

Submit your latest works at the intersection of quantum and visual computing to the special issue of IEEE Computer Graphics and Applications!

Submissions due: 22 February 2024
Publication: October 2024
https://t.co/botuaE0Kr4

please rt
#QuantumComputing
#量子コンピューティング

[Vlad Golyanik @VGolyanik]

Check out @Wanyue__Z's new work titled 𝐑𝐎𝐀𝐌:
• Object-aware 3D motion generation for virtual characters
• Generalises to novel objects of learnt categories
• Works with a single reference object per category in the dataset

https://t.co/qOScHBjLpf
https://t.co/VTa9XcW0J4

[VCAI - MPI for Informatics @VcaiMpi]

Check out our #ICCV2023 paper LiveHand, the first method for real-time photorealistic rendering of animatable hands using NeRF. Code is available on the project page: https://t.co/Tz0VVhlg1i