← Authors

Christopher Kanan

22 papers · 2016–2025 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (9) 🐝 Cross-Pollinator (5) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (43) 🧬 Topic Evolution 🀝 Dynamic Duo (12) πŸ† Grand Slam πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (66) πŸ’Ž Century Club (22) πŸ”₯ Unstoppable (5) ❓ The Questioner

Conferences

CVPR (3) WACV (3) ACL (2) ECCV (2) ICML (2) NAACL (2) NIPS (2) AAAI (1) ICCV (1) ICLR (1) IJCAI (1) MIDL (1) MLHC (1)

Top co-authors

Kushal Kafle (12) Robik Shrestha (8) Manoj Acharya (4) Ajay Divakaran (2) Md Yousuf Harun (2) Jhair Gallardo (2) Brian Price (2) Scott Cohen (2) Wenbo Zhang (1) Ehsan Abbasnejad (1)

Keywords

visual question answering (8) object detection (4) benchmark evaluation (3) domain generalization (3) visual grounding (2) multi-modal learning (2) semantic segmentation (2) information extraction (1) semi-supervised learning (1) image classification (1) multi-instance learning (1) weakly supervised learning (1) bayesian inference (1) model evaluation (1) data visualization (1) contextual reasoning (1) transfer learning (1) visual reasoning (1) representation learning (1) active learning (1)

Papers

Dynamic Sparse Training of Diagonally Sparse Networks ICML 2025
INSIGHT: Explainable Weakly-Supervised Medical Image Analysis MLHC 2025
Controlling Neural Collapse Enhances Out-of-Distribution Detection and Transfer Learning ICML 2025
What Variables Affect Out-of-Distribution Generalization in Pretrained Models? NIPS 2024
BloomVQA: Assessing Hierarchical Multi-modal Comprehension ACL 2024
Joint Breast Neoplasm Detection and Subtyping using Multi-Resolution Network Trained on Large-Scale H&E Whole Slide Images with Weak Labels MIDL 2023
Semantic Segmentation With Active Semi-Supervised Learning WACV 2023
OccamNets: Mitigating Dataset Bias by Favoring Simpler Hypotheses ECCV 2022
An Investigation of Critical Issues in Bias Mitigation Techniques WACV 2022
Detecting Out-Of-Context Objects Using Graph Contextual Reasoning Network IJCAI 2022
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NIPS 2020
A negative case analysis of visual grounding methods for VQA ACL 2020
REMIND Your Neural Network to Prevent Catastrophic Forgetting ECCV 2020
Answering Questions about Data Visualizations using Efficient Bimodal Fusion WACV 2020
VQD: Visual Query Detection In Natural Scenes NAACL 2019
TallyQA: Answering Complex Counting Questions AAAI 2019
Answer Them All! Toward Universal Visual Question Answering Models CVPR 2019
Proceedings of the Second Workshop on Shortcomings in Vision and Language NAACL 2019
FearNet: Brain-Inspired Model for Incremental Learning ICLR 2018
DVQA: Understanding Data Visualizations via Question Answering CVPR 2018
An Analysis of Visual Question Answering Algorithms ICCV 2017
Answer-Type Prediction for Visual Question Answering CVPR 2016