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Publication search results
found 120 matches
- 2025
- Tariq Berrada, Pietro Astolfi, Melissa Hall, Marton Havasi, Yohann Benchetrit, Adriana Romero-Soriano, Karteek Alahari, Michal Drozdzal, Jakob Verbeek:
Boosting Latent Diffusion with Perceptual Objectives. ICLR 2025 - Sebastian Merino, Adriana Romero, Roberto J. Lavarello, Andres Coila:
Multi-Frequency Regularized Approach for Simultaneous Estimation of the Acoustic Nonlinearity Parameter and Attenuation Coefficient. ISBI 2025: 1-4 - Jiahui Chen, Amy Zhang, Adriana Romero-Soriano:
Augmented Conditioning Is Enough For Effective Training Image Generation. CoRR abs/2502.04475 (2025) - Rim Assouel, Pietro Astolfi, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano:
Object-centric Binding in Contrastive Language-Image Pretraining. CoRR abs/2502.14113 (2025) - Aarash Feizi, Sai Rajeswar, Adriana Romero-Soriano, Reihaneh Rabbany, Spandana Gella, Valentina Zantedeschi, João Monteiro:
PairBench: A Systematic Framework for Selecting Reliable Judge VLMs. CoRR abs/2502.15210 (2025) - Reyhane Askari Hemmat, Mohammad Pezeshki, Elvis Dohmatob, Florian Bordes, Pietro Astolfi, Melissa Hall, Jakob Verbeek, Michal Drozdzal, Adriana Romero-Soriano:
Improving the Scaling Laws of Synthetic Data with Deliberate Practice. CoRR abs/2502.15588 (2025) - Tariq Berrada Ifriqi, Adriana Romero-Soriano, Michal Drozdzal, Jakob Verbeek, Karteek Alahari:
Entropy Rectifying Guidance for Diffusion and Flow Models. CoRR abs/2504.13987 (2025) - Jiahui Chen, Candace Ross, Reyhane Askari Hemmat, Koustuv Sinha, Melissa Hall, Michal Drozdzal, Adriana Romero-Soriano:
Multi-Modal Language Models as Text-to-Image Model Evaluators. CoRR abs/2505.00759 (2025) - Revant Teotia, Candace Ross, Karen Ullrich, Sumit Chopra, Adriana Romero-Soriano, Melissa Hall, Matthew J. Muckley:
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models. CoRR abs/2506.05108 (2025) - 2024
- Kelly Rootes-Murdy
, Sandeep R. Panta, Ross Kelly, Javier Tomas Romero, Yann Quidé
, Murray J. Cairns
, C. M. Loughland, Vaughan J. Carr, Stanley V. Catts, Assen Jablensky, Melissa J. Green, Frans Henskens, Dylan Kiltschewskij
, Patricia T. Michie, Bryan J. Mowry
, Christos Pantelis, Paul E. Rasser, William R. Reay
, Ulrich Schall, Rodney J. Scott, Oliver J. Watkeys
, Gloria M. P. Roberts
, Philip B. Mitchell, Janice M. Fullerton, Bronwyn J. Overs, Masataka Kikuchi, Ryota Hashimoto, Junya Matsumoto
, Masaki Fukunaga
, Perminder S. Sachdev
, Henry Brodaty
, Wei Wen
, Jiyang Jiang, Negar Fani, Timothy D. Ely, Adriana Lorio, Jennifer S. Stevens
, Kerry J. Ressler, Tanja Jovanovic, Sanne J. H. van Rooij, Lydia M. Federmann, Christiane Jockwitz, Alexander Teumer
, Andreas J. Forstner, Svenja Caspers, Sven Cichon, Sergey M. Plis, Anand D. Sarwate
, Vince D. Calhoun:
Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC. Patterns 5(7): 100987 (2024) - Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano:
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity. Trans. Mach. Learn. Res. 2024 (2024) - Reyhane Askari Hemmat, Mohammad Pezeshki, Florian Bordes, Michal Drozdzal, Adriana Romero-Soriano:
Feedback-guided Data Synthesis for Imbalanced Classification. Trans. Mach. Learn. Res. 2024 (2024) - Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal:
Improving Text-to-Image Consistency via Automatic Prompt Optimization. Trans. Mach. Learn. Res. 2024 (2024) - Adriana Lorena Iñiguez-Carrillo
, Daniel Aréchiga
, Miguel A. Rangel-Romero
, Ana Gabriela Espíndola-Barajas
:
Bridging Communication Gaps Using Augmented Reality: Designing a User Conversational Interface for Hearing Impaired Student. CSCW Companion 2024: 553-557 - Jack Urbanek, Florian Bordes, Pietro Astolfi, Mary Williamson, Vasu Sharma, Adriana Romero-Soriano:
A Picture is Worth More Than 77 Text Tokens: Evaluating CLIP-Style Models on Dense Captions. CVPR 2024: 26690-26699 - Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano:
Improving Geo-Diversity of Generated Images with Contextualized Vendi Score Guidance. ECCV (87) 2024: 213-229 - Melissa Hall
, Samuel J. Bell
, Candace Ross
, Adina Williams
, Michal Drozdzal
, Adriana Romero-Soriano
:
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. FAccT 2024: 585-601 - Tariq Berrada Ifriqi, Pietro Astolfi, Melissa Hall, Reyhane Askari Hemmat, Yohann Benchetrit, Marton Havasi, Matthew J. Muckley, Karteek Alahari, Adriana Romero-Soriano, Jakob Verbeek, Michal Drozdzal:
On improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models. NeurIPS 2024 - Aarash Feizi, Randall Balestriero, Adriana Romero-Soriano, Reihaneh Rabbany:
GPS-SSL: Guided Positive Sampling to Inject Prior Into Self-Supervised Learning. CoRR abs/2401.01990 (2024) - Jonathan Lebensold, Maziar Sanjabi, Pietro Astolfi, Adriana Romero-Soriano, Kamalika Chaudhuri, Mike Rabbat, Chuan Guo:
DP-RDM: Adapting Diffusion Models to Private Domains Without Fine-Tuning. CoRR abs/2403.14421 (2024) - Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal:
Improving Text-to-Image Consistency via Automatic Prompt Optimization. CoRR abs/2403.17804 (2024) - Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano:
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. CoRR abs/2405.04457 (2024) - Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano:
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance. CoRR abs/2406.04551 (2024) - Pietro Astolfi, Marlène Careil, Melissa Hall, Oscar Mañas, Matthew J. Muckley, Jakob Verbeek, Adriana Romero-Soriano, Michal Drozdzal:
Consistency-diversity-realism Pareto fronts of conditional image generative models. CoRR abs/2406.10429 (2024) - Abhishek Sureddy, Dishant Padalia, Nandhinee Periyakaruppa, Oindrila Saha, Adina Williams, Adriana Romero-Soriano, Megan Richards, Polina Kirichenko, Melissa Hall:
Decomposed evaluations of geographic disparities in text-to-image models. CoRR abs/2406.11988 (2024) - Rohan Sukumaran, Aarash Feizi, Adriana Romero-Soriano, Golnoosh Farnadi:
FairLoRA: Unpacking Bias Mitigation in Vision Models with Fairness-Driven Low-Rank Adaptation. CoRR abs/2410.17358 (2024) - Tariq Berrada, Pietro Astolfi, Melissa Hall, Reyhane Askari Hemmat, Yohann Benchetrit, Marton Havasi, Matthew J. Muckley, Karteek Alahari, Adriana Romero-Soriano, Jakob Verbeek, Michal Drozdzal:
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models. CoRR abs/2411.03177 (2024) - Tariq Berrada, Pietro Astolfi, Jakob Verbeek, Melissa Hall, Marton Havasi, Michal Drozdzal, Yohann Benchetrit, Adriana Romero-Soriano, Karteek Alahari:
Boosting Latent Diffusion with Perceptual Objectives. CoRR abs/2411.04873 (2024) - Melissa Hall, Oscar Mañas, Reyhane Askari Hemmat, Mark Ibrahim, Candace Ross, Pietro Astolfi, Tariq Berrada Ifriqi, Marton Havasi, Yohann Benchetrit, Karen Ullrich, Carolina Braga, Abhishek Charnalia, Maeve Ryan, Mike Rabbat, Michal Drozdzal, Jakob Verbeek, Adriana Romero-Soriano:
EvalGIM: A Library for Evaluating Generative Image Models. CoRR abs/2412.10604 (2024) - Candace Ross, Melissa Hall, Adriana Romero-Soriano, Adina Williams:
What makes a good metric? Evaluating automatic metrics for text-to-image consistency. CoRR abs/2412.13989 (2024)
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