← Authors

Nick Barnes

37 papers · 2013–2026 · 8 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) πŸƒ Academic Marathon (13) 🐝 Cross-Pollinator (6) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (63) 🧬 Topic Evolution 🀝 Dynamic Duo (12) πŸ”¬ Deep Specialist (12) ⚑ Prolific Year (8) πŸš€ Conference Pioneer πŸ’Ž Century Club (37) πŸ—ƒοΈ Keyword Collector (180) πŸ”₯ Unstoppable (9) ❓ The Questioner

Conferences

CVPR (11) WACV (10) ICCV (5) AAAI (3) ECCV (3) NIPS (3) EMNLP (1) ICLR (1)

Top co-authors

Jing Zhang (12) Saeed Anwar (6) Ruikai Cui (4) Weihao Li (4) Changkun Ye (4) Jiawei Liu (4) Salman Khan (4) Weixuan Sun (4) Shi Qiu (3) Hongjin Zhao (3)

Keywords

semantic segmentation (7) convolutional neural network (4) weakly supervised learning (3) 3d vision (3) object detection (3) feature learning (3) uncertainty estimation (3) label shift (2) image reconstruction (2) generative model (2) multimodal learning (2) neural network architecture (2) multi-modal learning (2) markov chain monte carlo (2) point cloud (2) model calibration (2) image segmentation (2) domain adaptation (2) langevin dynamics (2) self-supervised learning (2)

Papers

False Alarm Rectification for Early Smoke Segmentation WACV 2026
DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026
SmokeBench: Evaluating Multimodal Large Language Models for Wildfire Smoke Detection WACV 2026
AusSmoke meets MultiNatSmoke: a fully-labelled diverse smoke segmentation dataset WACV 2026
Open Set Label Shift with Test Time Out-of-Distribution Reference CVPR 2025
LAM3D: Large Image-Point Clouds Alignment Model for 3D Reconstruction from Single Image NIPS 2024
Label Shift Estimation for Class-Imbalance Problem: A Bayesian Approach WACV 2024
Self-Calibrating Vicinal Risk Minimisation for Model Calibration CVPR 2024
P2C: Self-Supervised Point Cloud Completion from Single Partial Clouds ICCV 2023
Learning Audio-Visual Source Localization via False Negative Aware Contrastive Learning CVPR 2023
Model Calibration in Dense Classification with Adaptive Label Perturbation ICCV 2023
Modeling Aleatoric Uncertainty for Camouflaged Object Detection WACV 2022
The Devil in Linear Transformer EMNLP 2022
Energy-Based Generative Cooperative Saliency Prediction AAAI 2022
Inferring the Class Conditional Response Map for Weakly Supervised Semantic Segmentation WACV 2022
Transmission-Guided Bayesian Generative Model for Smoke Segmentation AAAI 2022
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction NIPS 2021
Rethinking conditional GAN training: An approach using geometrically structured latent manifolds NIPS 2021
Simultaneously Localize, Segment and Rank the Camouflaged Objects CVPR 2021
Semantic Segmentation for Real Point Cloud Scenes via Bilateral Augmentation and Adaptive Fusion CVPR 2021
Weakly Supervised Video Salient Object Detection CVPR 2021
RGB-D Saliency Detection via Cascaded Mutual Information Minimization ICCV 2021
Conditional Generative Modeling via Learning the Latent Space ICLR 2021
Dense-Resolution Network for Point Cloud Classification and Segmentation WACV 2021
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction CVPR 2020
UC-Net: Uncertainty Inspired RGB-D Saliency Detection via Conditional Variational Autoencoders CVPR 2020
Learning Noise-Aware Encoder-Decoder from Noisy Labels by Alternating Back-Propagation for Saliency Detection ECCV 2020
Blended Convolution and Synthesis for Efficient Discrimination of 3D Shapes WACV 2020
Fast Image Reconstruction with an Event Camera WACV 2020
Improved Visual-Semantic Alignment for Zero-Shot Object Detection AAAI 2020
Reducing the Sim-to-Real Gap for Event Cameras ECCV 2020
Unsupervised Primitive Discovery for Improved 3D Generative Modeling CVPR 2019
Transductive Learning for Zero-Shot Object Detection ICCV 2019
Real Image Denoising With Feature Attention ICCV 2019
Deep Texture and Structure Aware Filtering Network for Image Smoothing ECCV 2018
Local Background Enclosure for RGB-D Salient Object Detection CVPR 2016
Learning Structured Hough Voting for Joint Object Detection and Occlusion Reasoning CVPR 2013