Increasing the Utility of Synthetic Images through Chamfer Guidance
Fuente:
arXiv
Saved in:
| Main Authors: | Dall'Asen, Nicola, Zhang, Xiaofeng, Hemmat, Reyhane Askari, Hall, Melissa, Verbeek, Jakob, Romero-Soriano, Adriana, Drozdzal, Michal |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
by: Hemmat, Reyhane Askari, et al.
Published: (2024)
by: Hemmat, Reyhane Askari, et al.
Published: (2024)
Multi-Modal Language Models as Text-to-Image Model Evaluators
by: Chen, Jiahui, et al.
Published: (2025)
by: Chen, Jiahui, et al.
Published: (2025)
Feedback-guided Data Synthesis for Imbalanced Classification
by: Hemmat, Reyhane Askari, et al.
Published: (2023)
by: Hemmat, Reyhane Askari, et al.
Published: (2023)
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
by: Askari-Hemmat, Reyhane, et al.
Published: (2025)
by: Askari-Hemmat, Reyhane, et al.
Published: (2025)
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
by: Ifriqi, Tariq Berrada, et al.
Published: (2024)
by: Ifriqi, Tariq Berrada, et al.
Published: (2024)
Entropy Rectifying Guidance for Diffusion and Flow Models
by: Ifriqi, Tariq Berrada, et al.
Published: (2025)
by: Ifriqi, Tariq Berrada, et al.
Published: (2025)
Inference-time Physics Alignment of Video Generative Models with Latent World Models
by: Yuan, Jianhao, et al.
Published: (2026)
by: Yuan, Jianhao, et al.
Published: (2026)
Improving the Physics of Video Generation with VJEPA-2 Reward Signal
by: Yuan, Jianhao, et al.
Published: (2025)
by: Yuan, Jianhao, et al.
Published: (2025)
EvalGIM: A Library for Evaluating Generative Image Models
by: Hall, Melissa, et al.
Published: (2024)
by: Hall, Melissa, et al.
Published: (2024)
Adv-KD: Adversarial Knowledge Distillation for Faster Diffusion Sampling
by: Mekonnen, Kidist Amde, et al.
Published: (2024)
by: Mekonnen, Kidist Amde, et al.
Published: (2024)
Retrieval-enriched zero-shot image classification in low-resource domains
by: Dall'Asen, Nicola, et al.
Published: (2024)
by: Dall'Asen, Nicola, et al.
Published: (2024)
Consistency-diversity-realism Pareto fronts of conditional image generative models
by: Astolfi, Pietro, et al.
Published: (2024)
by: Astolfi, Pietro, et al.
Published: (2024)
MIL-PF: Multiple Instance Learning on Precomputed Features for Mammography Classification
by: Jovišić, Nikola, et al.
Published: (2026)
by: Jovišić, Nikola, et al.
Published: (2026)
Multimodal RewardBench 2: Evaluating Omni Reward Models for Interleaved Text and Image
by: Hu, Yushi, et al.
Published: (2025)
by: Hu, Yushi, et al.
Published: (2025)
Boosting Latent Diffusion with Perceptual Objectives
by: Berrada, Tariq, et al.
Published: (2024)
by: Berrada, Tariq, et al.
Published: (2024)
The Intricate Dance of Prompt Complexity, Quality, Diversity, and Consistency in T2I Models
by: Xiaofeng, Zhang, et al.
Published: (2025)
by: Xiaofeng, Zhang, et al.
Published: (2025)
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity
by: Hall, Melissa, et al.
Published: (2023)
by: Hall, Melissa, et al.
Published: (2023)
AL-GTD: Deep Active Learning for Gaze Target Detection
by: Tonini, Francesco, et al.
Published: (2024)
by: Tonini, Francesco, et al.
Published: (2024)
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models
by: Hall, Melissa, et al.
Published: (2024)
by: Hall, Melissa, et al.
Published: (2024)
Unified Text-Image Generation with Weakness-Targeted Post-Training
by: Chen, Jiahui, et al.
Published: (2026)
by: Chen, Jiahui, et al.
Published: (2026)
From Weights to Concepts: Data-Free Interpretability of CLIP via Singular Vector Decomposition
by: Gentile, Francesco, et al.
Published: (2026)
by: Gentile, Francesco, et al.
Published: (2026)
Object-centric Binding in Contrastive Language-Image Pretraining
by: Assouel, Rim, et al.
Published: (2025)
by: Assouel, Rim, et al.
Published: (2025)
PGT: Procedurally Generated Tasks for improving visual grounding in MLLMs
by: Assouel, Rim, et al.
Published: (2026)
by: Assouel, Rim, et al.
Published: (2026)
Improving Text-to-Image Consistency via Automatic Prompt Optimization
by: Mañas, Oscar, et al.
Published: (2024)
by: Mañas, Oscar, et al.
Published: (2024)
MAMBO: High-Resolution Generative Approach for Mammography Images
by: Škipina, Milica, et al.
Published: (2025)
by: Škipina, Milica, et al.
Published: (2025)
Why Less is More (Sometimes): A Theory of Data Curation
by: Dohmatob, Elvis, et al.
Published: (2025)
by: Dohmatob, Elvis, et al.
Published: (2025)
QGen: On the Ability to Generalize in Quantization Aware Training
by: AskariHemmat, MohammadHossein, et al.
Published: (2024)
by: AskariHemmat, MohammadHossein, et al.
Published: (2024)
Controlling Multimodal LLMs via Reward-guided Decoding
by: Mañas, Oscar, et al.
Published: (2025)
by: Mañas, Oscar, et al.
Published: (2025)
SSDD: Single-Step Diffusion Decoder for Efficient Image Tokenization
by: Vallaeys, Théophane, et al.
Published: (2025)
by: Vallaeys, Théophane, et al.
Published: (2025)
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
by: Teotia, Revant, et al.
Published: (2025)
by: Teotia, Revant, et al.
Published: (2025)
Unlocking Pre-trained Image Backbones for Semantic Image Synthesis
by: Berrada, Tariq, et al.
Published: (2023)
by: Berrada, Tariq, et al.
Published: (2023)
Interpretable Similarity of Synthetic Image Utility
by: Gatoula, Panagiota, et al.
Published: (2025)
by: Gatoula, Panagiota, et al.
Published: (2025)
Hyperbolic Chamfer Distance for Point Cloud Completion and Beyond
by: Lin, Fangzhou, et al.
Published: (2024)
by: Lin, Fangzhou, et al.
Published: (2024)
Augmented Conditioning Is Enough For Effective Training Image Generation
by: Chen, Jiahui, et al.
Published: (2025)
by: Chen, Jiahui, et al.
Published: (2025)
SimuScope: Realistic Endoscopic Synthetic Dataset Generation through Surgical Simulation and Diffusion Models
by: Martyniak, Sabina, et al.
Published: (2024)
by: Martyniak, Sabina, et al.
Published: (2024)
GeoCD: A Differential Local Approximation for Geodesic Chamfer Distance
by: Alonso, Pedro, et al.
Published: (2025)
by: Alonso, Pedro, et al.
Published: (2025)
Improved Baselines for Data-efficient Perceptual Augmentation of LLMs
by: Vallaeys, Théophane, et al.
Published: (2024)
by: Vallaeys, Théophane, et al.
Published: (2024)
Better (pseudo-)labels for semi-supervised instance segmentation
by: Porcher, François, et al.
Published: (2024)
by: Porcher, François, et al.
Published: (2024)
Beyond Chamfer Distance: Granular Order-aware Evaluation Metric For Online Mapping
by: Lehocine, Chouaib Bencheikh, et al.
Published: (2026)
by: Lehocine, Chouaib Bencheikh, et al.
Published: (2026)
Enhancing Few-Shot Image Classification through Learnable Multi-Scale Embedding and Attention Mechanisms
by: Askari, Fatemeh, et al.
Published: (2024)
by: Askari, Fatemeh, et al.
Published: (2024)
Similar Items
-
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
by: Hemmat, Reyhane Askari, et al.
Published: (2024) -
Multi-Modal Language Models as Text-to-Image Model Evaluators
by: Chen, Jiahui, et al.
Published: (2025) -
Feedback-guided Data Synthesis for Imbalanced Classification
by: Hemmat, Reyhane Askari, et al.
Published: (2023) -
Improving the Scaling Laws of Synthetic Data with Deliberate Practice
by: Askari-Hemmat, Reyhane, et al.
Published: (2025) -
On Improved Conditioning Mechanisms and Pre-training Strategies for Diffusion Models
by: Ifriqi, Tariq Berrada, et al.
Published: (2024)