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Damien Teney

31 papers · 2015–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🐝 Cross-Pollinator (13) 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (81) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (7) πŸƒ Academic Marathon (10) 🌟 Keyword Trendsetter Combo (3) 🀝 Dynamic Duo (15) πŸ† Grand Slam 🌱 Topic Pioneer 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸš€ Conference Pioneer ❓ The Questioner (2) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (134) πŸ’Ž Century Club (31)

Conferences

CVPR (11) NIPS (5) ECCV (3) ICCV (3) AAAI (2) ICML (2) ACL (1) EACL (1) ICLR (1) NAACL (1) WACV (1)

Top co-authors

Anton van den Hengel (15) Ehsan Abbasnejad (13) Stephen Gould (4) Amin Parvaneh (3) Peter Anderson (3) Seong Joon Oh (2) Liangze Jiang (2) Javen Qinfeng Shi (2) Zheyuan Liu (2) Lingqiao Liu (2)

Keywords

visual question answering (9) out-of-distribution generalization (4) domain generalization (3) spurious correlation (3) inductive bia (3) simplicity bia (3) multimodal learning (3) visual reasoning (2) composed image retrieval (2) vision-language model (2) out-of-distribution evaluation (2) bottom-up attention (2) multi-modal learning (2) distribution shift (2) vision-language navigation (1) contrastive learning (1) model selection (1) feature learning (1) image classification (1) active learning (1)

Papers

Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling ICLR 2025
Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks AAAI 2025
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild CVPR 2025
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable? ICML 2025
Bi-Directional Training for Composed Image Retrieval via Text Prompt Learning WACV 2024
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup ICML 2024
Neural Redshift: Random Networks are not Random Functions CVPR 2024
CulturePark: Boosting Cross-cultural Understanding in Large Language Models NIPS 2024
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL 2024
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets NIPS 2023
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions With Superior OOD Generalization CVPR 2022
SelecMix: Debiased Learning by Contradicting-pair Sampling NIPS 2022
Vision-Language Pretraining: Current Trends and the Future ACL 2022
Active Learning by Feature Mixing CVPR 2022
Predicting Is Not Understanding: Recognizing and Addressing Underspecification in Machine Learning ECCV 2022
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge EACL 2021
Image Retrieval on Real-Life Images With Pre-Trained Vision-and-Language Models ICCV 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering ICCV 2021
Unshuffling Data for Improved Generalization in Visual Question Answering ICCV 2021
Counterfactual Vision and Language Learning CVPR 2020
V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices AAAI 2020
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision ECCV 2020
Counterfactual Vision-and-Language Navigation: Unravelling the Unseen NIPS 2020
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law NIPS 2020
Actively Seeking and Learning From Live Data CVPR 2019
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering CVPR 2018
Vision-and-Language Navigation: Interpreting Visually-Grounded Navigation Instructions in Real Environments CVPR 2018
Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge CVPR 2018
Visual Question Answering as a Meta Learning Task ECCV 2018
Graph-Structured Representations for Visual Question Answering CVPR 2017
Learning Similarity Metrics for Dynamic Scene Segmentation CVPR 2015