Niloy Mitra
Professor of Geometry Processing
Leads the Smart Geometry Processing group, developing machine learning frameworks for generative 3D geometry and appearance.
Niloy Mitra's lab at UCL works on geometry processing & modeling and rendering & appearance. 43 papers since 2023, 18 at top venues, mostly CVPR and CGF.
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 42%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 4 papers2026 · T1 0 · collecting
- 20 papers2025 · T1 9
- 11 papers2024 · T1 5
- 8 papers2023 · T1 4
T1 venuesOtherVenues: CVPR, CGF, TOG, ECCV, 3DV
Research focuspaper titles that use each topic's words
- Geometry processing & modeling3 papers
- geometry2 papers
- Rendering & appearance1 paper
- appearance0 papers
- frameworks0 papers
Paper list
From the lab homepage.
20264 papers
- Proceedings SIGGRAPH Conference PapersB-repLer: Language-guided Editing of CAD Models
- COMPUTERS & GRAPHICS-UKForeword to the special section on 3D object retrieval 2025 Symposium (3DOR2025)
- Lecture Notes in Computer ScienceLooseControlVideo: Directorial Video Control Using Spatial Blocking
- CGFSAGE: Structure-Aware Generative Video Transitions between Diverse Clips
202520 papers
- Computer Vision - ECCV European ConferenceAnimal Avatars: Reconstructing Animatable 3D Animals from Casual Videos (opens in a new tab)
- SA Conference Papers '25: SIGGRAPH Asia Conference PapersCapturing Non-Linear Human Perspective in Line Drawings (opens in a new tab)
- European Association for Computer Graphics-EUROGRAPHICSControlled Image Variability via Diffusion Processes
- SIGGRAPH Courses '25: Special Interest Group on Computer Graphics and Interactive Techniques Conference CoursesDiffusion-Based Image/Video Generation (opens in a new tab)
- CGFFlairGPT: Repurposing LLMs for Interior Designs (opens in a new tab)
- NeurIPS (T1)From Programs to Poses: Factored Real-World Scene Generation via Learned Program Libraries
- WACVGANFusion: Feed-Forward Text-to-3D with Diffusion in GAN Space (opens in a new tab)
- ECCV (T1)GOEmbed: Gradient Origin Embeddings for Representation Agnostic 3D Feature Learning (opens in a new tab)
- TOG (T1)Hand-Shadow Poser
- CVPR (T1)LIM: Large Interpolator Model for Dynamic Reconstruction (opens in a new tab)
- TOG (T1)MonetGPT: Solving Puzzles Enhances MLLMs' Image Retouching Skills
- Conference on Computer Vision and Pattern Recognition-CVPR-AnnualMotion Modes: What Could Happen Next? (opens in a new tab)
202411 papers
- 3DVBLiSS: Bootstrapped Linear Shape Space (opens in a new tab)
- CVPR (T1)CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs (opens in a new tab)
- SA '24: SIGGRAPH Asia Conference PapersDiffCSG: Differentiable CSG via Rasterization (opens in a new tab)
- CVPR (T1)DIFFUSION 3D FEATURES (DIFF3F) Decorating Untextured Shapes with Distilled Semantic Features (opens in a new tab)
- CVPR (T1)Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D (opens in a new tab)
- ICCV (T1)HoloFusion: Towards Photo-realistic 3D Generative Modeling (opens in a new tab)
- Proceedings of Machine Learning ResearchLeveraging VLM-Based Pipelines to Annotate 3D Objects
- SIGGRAPH Conference on Emerging TechnologiesLooseControl: Lifting ControlNet for Generalized Depth Conditioning
- CGFNeural Semantic Surface Maps (opens in a new tab)
- ICCV (T1)Pix2Video: Video Editing using Image Diffusion (opens in a new tab)
- PROCEEDINGS OF THE ACM ON COMPUTER GRAPHICS AND INTERACTIVE TECHNIQUESProteusNeRF: Fast Lightweight NeRF Editing using 3D-Aware Image Context
20238 papers
- 3DV3inGAN: Learning a 3D Generative Model from Images of a Self-similar Scene (opens in a new tab)
- CVPR (T1)Blowing in the Wind: CycleNet for Human Cinemagraphs from Still Images (opens in a new tab)
- SIGGRAPH '23: Special Interest Group on Computer Graphics and Interactive Techniques ConferenceCOFS: COntrollable Furniture layout Synthesis (opens in a new tab)
- CGFFactored Neural Representation for Scene Understanding (opens in a new tab)
- CVPR (T1)HOLODIFFUSION: Training a 3D Diffusion Model Using 2D Images (opens in a new tab)
- CGFNeurosymbolic Models for Computer Graphics (opens in a new tab)
- CVPR (T1)RenderDiffusion: Image Diffusion for 3D Reconstruction, Inpainting and Generation (opens in a new tab)
- TOG (T1)ShapeCoder: Discovering Abstractions for Visual Programs from Unstructured Primitives (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCLFall 2027
Not announced yet
Computer Science MPhil/PhD
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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