Stephan Alaniz
13 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (30)
π€
Dynamic Duo
(13)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(57)
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Core AI Β· Artificial Intelligence
(9)
Machine Learning
(6)
Deep Learning
(5)
Application Areas
(4)
Computer Vision
(3)
Learning Types Β· Deep Learning
(3)
Core Methods
(2)
Learning Types Β· Machine Learning
(2)
Models
(2)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Core AI Β· Computer Vision
(1)
Keywords
vision-language model
(3)
concept bottleneck model
(2)
contrastive learning
(1)
iterative optimization
(1)
binary classification
(1)
direct preference optimization
(1)
weakly supervised learning
(1)
part discovery
(1)
knowledge distillation
(1)
multimodal learning
(1)
bias detection
(1)
interpretable machine learning
(1)
cross-modal representation
(1)
message passing
(1)
distribution shift
(1)
self-supervised learning
(1)
image recognition
(1)
multimodal retrieval
(1)
fine-grained recognition
(1)
semantic segmentation
(1)
Papers
Explaining CLIP Zero-shot Predictions Through Concepts
CVPR 2026
FINER: MLLMs Hallucinate under Fine-grained Negative Queries
CVPR 2026
COSMOS: Cross-Modality Self-Distillation for Vision Language Pre-training
CVPR 2025
FLAIR: VLM with Fine-grained Language-informed Image Representations
CVPR 2025
Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)
ICLR 2025
SUB: Benchmarking CBM Generalization via Synthetic Attribute Substitutions
ICCV 2025
DataDream: Few-shot Guided Dataset Generation
ECCV 2024
In-Context Impersonation Reveals Large Language Models' Strengths and Biases
NeurIPS 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views
ICCV 2023
PDiscoNet: Semantically consistent part discovery for fine-grained recognition
ICCV 2023
Abstracting Sketches through Simple Primitives
ECCV 2022
Learning Decision Trees Recurrently Through Communication
CVPR 2021
Modeling Conceptual Understanding in Image Reference Games
NeurIPS 2019