Toby P. Breckon
12 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (30)
🧬
Topic Evolution
🗃️
Keyword Collector
(58)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(9)
Computer Vision
(8)
Analysis
(7)
Deep Learning
(5)
Application Areas
(4)
Domain-Specific
(4)
Learning Types · Deep Learning
(4)
Learning Types · Machine Learning
(4)
Core Methods
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Generation
(1)
Optimization & Theory · Deep Learning
(1)
Techniques
(1)
Keywords
semantic segmentation
(4)
3d vision
(2)
monocular depth estimation
(2)
scene understanding
(2)
point cloud
(2)
image generation
(1)
multi-task learning
(1)
3d reconstruction
(1)
style transfer
(1)
semi-supervised learning
(1)
uncertainty quantification
(1)
medical imaging
(1)
attention mechanism
(1)
knowledge distillation
(1)
depth estimation
(1)
feature extraction
(1)
autonomous driving
(1)
face recognition
(1)
domain adaptation
(1)
unsupervised learning
(1)
Papers
KD360-VoxelBEV: LiDAR and 360-degree Camera Cross Modality Knowledge Distillation for Bird's-Eye-View Segmentation
WACV 2026
FEVER-OOD: Free Energy Vulnerability Elimination for Robust Out-of-Distribution Detection
ICCV 2025
U3DS3: Unsupervised 3D Semantic Scene Segmentation
WACV 2024
ACR: Attention Collaboration-Based Regressor for Arbitrary Two-Hand Reconstruction
CVPR 2023
Exact-NeRF: An Exploration of a Precise Volumetric Parameterization for Neural Radiance Fields
CVPR 2023
Less Is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation
CVPR 2023
Unaligned 2D to 3D Translation with Conditional Vector-Quantized Code Diffusion using Transformers
ICCV 2023
Measuring Hidden Bias Within Face Recognition via Racial Phenotypes
WACV 2022
Unleashing Transformers: Parallel Token Prediction with Discrete Absorbing Diffusion for Fast High-Resolution Image Generation from Vector-Quantized Codes
ECCV 2022
Veritatem Dies Aperit - Temporally Consistent Depth Prediction Enabled by a Multi-Task Geometric and Semantic Scene Understanding Approach
CVPR 2019
Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery
ECCV 2018
Real-Time Monocular Depth Estimation Using Synthetic Data With Domain Adaptation via Image Style Transfer
CVPR 2018