Nuno Vasconcelos
Professor
Works on computer vision and machine learning, including object detection, long-tailed and continual recognition.
Nuno Vasconcelos's lab at UCSD works on recognition, detection & segmentation. 34 papers since 2023, 24 at top venues, mostly CVPR and ICCV. 4 PhD students. 64 alumni, most often to Google and Amazon. Applications close .
At a glance
- papers, 2023–2026
- 9/ year
- at T1 venues
- 71%
- PhD students
- 4
- MS students
- 0
- alumni listed
- 64
Papers by yearfrom the lab homepage, 2023–2026
- 8 papers2026 · T1 4 · collecting
- 10 papers2025 · T1 7
- 9 papers2024 · T1 7
- 7 papers2023 · T1 6
T1 venuesOtherVenues: CVPR, ICCV, ECCV, ICML, ICLR
Research focuspaper titles that use each topic's words
- Recognition, detection & segmentation1 paper
- object1 paper
- detection1 paper
- object detection0 papers
- continual0 papers
Paper list
From the lab homepage.
20268 papers
- —A Very Big Video Reasoning Suite
- CVPR (T1)D2T2 - Multimodal Automated Planning for Brachytherapy
- ICML (T1)Does a Hybrid Space-Aware Randomized Defense Improve Empirical and Certified Adversarial Robustness?
- BrachytherapyIntegration of single-click, AI-based brachytherapy auto-planning for cervical cancer within a treatment planning system
- ICLR (T1)Leveraging Data to Say No: Memory Augmented Plug-and-Play Selective Prediction
- Journal of GlaucomaMacula Spatial Patterns and their Association with Central Visual Field Progression in Glaucoma using Artificial Intelligence
- Practical Radiation OncologyRapid AI auto-planning rivals manual expert planning for cervical brachytherapy
- CVPR (T1)Video Reasoning Without Training
202510 papers
- ICML (T1)Core Knowledge Deficits in Multi-Modal Language Models
- Journal of GlaucomaDeep Learning Estimation of 24-2 Visual Field Map From Optic Nerve Head Optical Coherence Tomography Angiography
- ICASSP (T1)Diffusion-based data augmentation for object counting problems
- CVPR (T1)EditAR: Unified Conditional Generation with Autoregressive Models
- WACVEgo-VPA: Egocentric Video Understanding with Parameter-efficient Adaptation
- ICML (T1)EgoPrivacy: What Your First-Person Camera Says About You
- Journal of GlaucomaEstimating 24-2 VF Map from ONH OCTA Vessel Density
- ICCV (T1)Guiding Diffusion Models with Adaptive Negative Sampling Without External Resources
- ICLR (T1)HQGS: High-Quality Novel View Synthesis with Gaussian Splatting in Degraded Scenes
- ICCV (T1)IntroStyle: Training-Free Introspective Style Attribution using Diffusion Features
20249 papers
- NeurIPS (T1)Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
- ECCV (T1)Editable Image Elements for Controllable Synthesis
- ECCV (T1)Improving Image Synthesis with Diffusion-Negative Sampling
- ECCV (T1)Learning a Dynamic Privacy-preserving Camera Robust to Inversion Attacks
- CVPR (T1)Long-Tailed Anomaly Detection with Learnable Class Names
- Medical PhysicsNeural network dose prediction for cervical brachytherapy: Overcoming data scarcity for applicator-specific models
- ECCVWPrompt Sliders for Fine-Grained Control, Editing and Erasing of Concepts in Diffusion Models
- CVPR (T1)ProTeCt: Prompt Tuning for Taxonomic Open Set Classification
- CVPR (T1)Towards Calibrated Multi-label Deep Neural Networks
20237 papers
- TPAMI (T1)A Generalized Explanation Framework for Visualization of Deep Learning Model Predictions
- ICCV (T1)ActorsNeRF: Animatable Few-shot Human Rendering with Generalizable NeRFs
- American Journal of OphthalmologyDeep Learning Estimation of 10-2 Visual Field Map Based on Macular Optical Coherence Tomography Angiography Measurements
- CVPR (T1)Dense Network Expansion for Class Incremental Learning
- CVPR (T1)SViTT: Temporal Learning of Sparse Video-Text Transformers
- ICCV (T1)Toward Unsupervised Realistic Visual Question Answering
- CVPR (T1)Towards Professional Level Crowd Annotation of Expert Domain Data
Where alumni went64 listed, 62% to industry
Industry 23Academia 14
Most often to
- Amazon
- Meta
Also to
- City University of Hong Kong
- UC Berkeley
- Boston College
Apply to UCSDFall 2027
UCSD CSE Computer Science PhD
- Round
- Single round
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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