DT
Damien Teney
cs.CVcs.LGcs.AIcs.CLcs.IRcs.MAcs.RO
On Valency
published · living versionsW_chmx6z4e·v1 · currentpublished
Language Models Can Benefit from Domain-Specific Inductive Biases
with Liangze Jiang, Zachary Shinnick, Hemanth Saratchandran, Simon Lucey
1 version
Preprints & journals
50 papers in the corpus · 2016–2026Lasting Effects of Abstract Pretraining Beyond Perplexity2609.38764v1 · Zachary Shinnick, Hemanth Saratchandran, Damien Teney et al.2026 · 0 citationsarXiv
Procedural Core: A Compact Recurrent Initialization for Vision Transformers2609.37631v1 · Zachary Shinnick, Christian Interno, Hemanth Saratchandran et al.2026 · 0 citationsarXiv
Can Transformers Really Do It All? On the Compatibility of Inductive Biases Across Tasks2607.17624v1 · Damien Teney, Liangze Jiang, Hemanth Saratchandran et al.2026 · 0 citationsarXiv
Multi-Hypothesis Test-Time Adaptation to Mitigate Underspecification2607.00259v1 · Afshar Shamsi, Xiao-Yu Guo, Hamid Alinejad-Rokny et al.2026 · 0 citationsarXiv
Procedural Pretraining: Warming Up Language Models with Abstract Data2601.21725v2 · Liangze Jiang, Zachary Shinnick, Anton van den Hengel et al.2026 · 0 citationsarXiv
Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection2510.05782v2 · I. M. De la Jara, C. Rodriguez-Opazo, D. Teney et al.2025 · 1 citationarXiv
How does the optimizer implicitly bias the model merging loss landscape?2510.04686v2 · Chenxiang Zhang, Alexander Theus, Damien Teney et al.2025 · 0 citationsarXiv
Transformers Pretrained on Procedural Data Contain Modular Structures for Algorithmic Reasoning2505.22308v1 · Zachary Shinnick, Liangze Jiang, Hemanth Saratchandran et al.2025 · 0 citationsarXiv
Leaner Transformers: More Heads, Less Depth2505.20802v1 · Hemanth Saratchandran, Damien Teney, Simon Lucey2025 · 0 citationsarXiv
AugGen: Synthetic Augmentation using Diffusion Models Can Improve Recognition2503.11544v3 · Parsa Rahimi, Damien Teney, Sebastien Marcel2025 · 2 citationsarXiv
Do We Always Need the Simplicity Bias? Looking for Optimal Inductive Biases in the Wild2503.10065v1 · Damien Teney, Liangze Jiang, Florin Gogianu et al.2025 · 0 citationsarXiv
OOD-Chameleon: Is Algorithm Selection for OOD Generalization Learnable?2410.02735v2 · Liangze Jiang, Damien Teney2024 · 0 citationsarXiv
Scalable Ensemble Diversification for OOD Generalization and Detection2409.16797v1 · Alexander Rubinstein, Luca Scimeca, Damien Teney et al.2024 · 0 citationsarXiv
Bayesian Low-Rank LeArning (Bella): A Practical Approach to Bayesian Neural Networks2407.20891v5 · Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo et al.2024 · 6 citationsarXiv
Synergy and Diversity in CLIP: Enhancing Performance Through Adaptive Backbone Ensembling2405.17139v2 · Cristian Rodriguez-Opazo, Ehsan Abbasnejad, Damien Teney et al.2024 · 0 citationsarXiv
CulturePark: Boosting Cross-cultural Understanding in Large Language Models2405.15145v3 · Cheng Li, Damien Teney, Linyi Yang et al.2024 · 15 citationsarXiv
Neural Redshift: Random Networks are not Random Functions2403.02241v3 · Damien Teney, Armand Nicolicioiu, Valentin Hartmann et al.2024 · 11 citationsIEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2024
Zero-shot Retrieval: Augmenting Pre-trained Models with Search Engines2311.17949v1 · Hamed Damirchi, Cristian Rodr'iguez-Opazo, Ehsan Abbasnejad et al.2023 · 0 citationsarXiv
Mitigating Shortcut Learning with Diffusion Counterfactuals and Diverse Ensembles2311.16176v5 · Luca Scimeca, Alexander Rubinstein, Damien Teney et al.2023 · 0 citationsarXiv
ZooPFL: Exploring Black-box Foundation Models for Personalized Federated Learning2310.05143v1 · Wang Lu, Hao Yu, Jindong Wang et al.2023 · 4 citationsarXiv
Leveraging Diffusion Disentangled Representations to Mitigate Shortcuts in Underspecified Visual Tasks2310.02230v5 · Luca Scimeca, Alexander Rubinstein, Armand Mihai Nicolicioiu et al.2023 · 0 citationsarXiv
Learning Diverse Features in Vision Transformers for Improved Generalization2308.16274v1 · Armand Mihai Nicolicioiu, Andrei Liviu Nicolicioiu, Bogdan Alexe et al.2023 · 0 citationsarXiv
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup2305.16817v2 · Damien Teney, Jindong Wang, Ehsan Abbasnejad2023 · 1 citationarXiv
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder2305.16304v3 · Zheyuan Liu, Weixuan Sun, Damien Teney et al.2023 · 6 citationsarXiv
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers2305.12563v2 · Jordan Meadows, Marco Valentino, Damien Teney et al.2023 · 1 citationarXiv
Bi-directional Training for Composed Image Retrieval via Text Prompt Learning2303.16604v2 · Zheyuan Liu, Weixuan Sun, Yicong Hong et al.2023 · 56 citationsarXiv
SelecMix: Debiased Learning by Contradicting-pair Sampling2211.02291v1 · Inwoo Hwang, Sangjun Lee, Yunhyeok Kwak et al.2022 · 11 citationsarXiv
ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets2209.00613v4 · Damien Teney, Yong Lin, Seong Joon Oh et al.2022 · 10 citationsarXiv
Predicting is not Understanding: Recognizing and Addressing Underspecification in Machine Learning2207.02598v1 · Damien Teney, Maxime Peyrard, Ehsan Abbasnejad2022 · 12 citationsarXiv
EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering2206.14355v1 · Violetta Shevchenko, Ehsan Abbasnejad, Anthony Dick et al.2022 · 0 citationsarXiv
Active Learning by Feature Mixing2203.07034v1 · Amin Parvaneh, Ehsan Abbasnejad, Damien Teney et al.2022 · 132 citationsarXiv
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models2108.04024v1 · Zheyuan Liu, Cristian Rodriguez-Opazo, Damien Teney et al.2021 · 238 citationsarXiv
Evading the Simplicity Bias: Training a Diverse Set of Models Discovers Solutions with Superior OOD Generalization2105.05612v3 · Damien Teney, Ehsan Abbasnejad, Simon Lucey et al.2021 · 37 citationsarXiv
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering2104.03149v3 · Corentin Dancette, Remi Cadene, Damien Teney et al.2021 · 73 citationsarXiv
Reasoning over Vision and Language: Exploring the Benefits of Supplemental Knowledge2101.06013v1 · Violetta Shevchenko, Damien Teney, Anthony Dick et al.2021 · 15 citationsarXiv
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law2005.09241v1 · Damien Teney, Kushal Kafle, Robik Shrestha et al.2020 · 100 citationsarXiv
Visual Question Answering with Prior Class Semantics2005.01239v1 · Violetta Shevchenko, Damien Teney, Anthony Dick et al.2020 · 4 citationsarXiv
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision2004.09034v1 · Damien Teney, Ehsan Abbasnedjad, Anton van den Hengel2020 · 109 citationsarXiv
Unshuffling Data for Improved Generalization2002.11894v3 · Damien Teney, Ehsan Abbasnejad, Anton van den Hengel2020 · 38 citationsarXiv
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints1909.13471v2 · Damien Teney, Ehsan Abbasnejad, Anton van den Hengel2019 · 2 citationsarXiv
V-PROM: A Benchmark for Visual Reasoning Using Visual Progressive Matrices1907.12271v1 · Damien Teney, Peng Wang, Jiewei Cao et al.2019 · 24 citationsarXiv
Actively Seeking and Learning from Live Data1904.02865v1 · Damien Teney, Anton van den Hengel2019 · 23 citationsarXiv
Visual Question Answering as a Meta Learning Task1711.08105v1 · Damien Teney, Anton van den Hengel2017 · 43 citationsarXiv
Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments1711.07280v3 · Peter Anderson, Qi Wu, Damien Teney et al.2017 · 1,183 citationsarXiv
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge1708.02711v1 · Damien Teney, Peter Anderson, Xiaodong He et al.2017 · 398 citationsarXiv
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering1707.07998v3 · Peter Anderson, Xiaodong He, Chris Buehler et al.2017 · 5,117 citationsarXiv
Zero-Shot Visual Question Answering1611.05546v2 · Damien Teney, Anton van den Hengel2016 · 56 citationsarXiv
Graph-Structured Representations for Visual Question Answering1609.05600v2 · Damien Teney, Lingqiao Liu, Anton van den Hengel2016 · 464 citationsarXiv
Visual Question Answering: A Survey of Methods and Datasets1607.05910v1 · Qi Wu, Damien Teney, Peng Wang et al.2016 · 438 citationsarXiv
Learning to Extract Motion from Videos in Convolutional Neural Networks1601.07532v1 · Damien Teney, Martial Hebert2016 · 60 citationsarXiv
Career total: 77 works. 50 are in this corpus.
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