Image de couverture de livre

Trained Models Tell Us How to Make Them Robust to Spurious Correlation without Group Annotation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ghaznavi, Mahdi, Asadollahzadeh, Hesam, Noohdani, Fahimeh Hosseini, Tabar, Soroush Vafaie, Hasani, Hosein, Alvanagh, Taha Akbari, Rohban, Mohammad Hossein, Baghshah, Mahdieh Soleymani
Format:	Preprint
Publié:	2024
Sujets:	Machine Learning Artificial Intelligence Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation
par: Noohdani, Fahimeh Hosseini, et autres
Publié: (2024)

Spurious-Aware Prototype Refinement for Reliable Out-of-Distribution Detection
par: Zohrabi, Reihaneh, et autres
Publié: (2025)

Fine-Grained Alignment and Noise Refinement for Compositional Text-to-Image Generation
par: Izadi, Amir Mohammad, et autres
Publié: (2025)

The Silent Judge: Unacknowledged Shortcut Bias in LLM-as-a-Judge
par: Marioriyad, Arash, et autres
Publié: (2025)

Deciphering the Role of Representation Disentanglement: Investigating Compositional Generalization in CLIP Models
par: Abbasi, Reza, et autres
Publié: (2024)

Improving 3D Few-Shot Segmentation with Inference-Time Pseudo-Labeling
par: Mozafari, Mohammad, et autres
Publié: (2024)

Language Plays a Pivotal Role in the Object-Attribute Compositional Generalization of CLIP
par: Abbasi, Reza, et autres
Publié: (2024)

Why Settle for Mid: A Probabilistic Viewpoint to Spatial Relationship Alignment in Text-to-image Models
par: Rezaei, Parham, et autres
Publié: (2025)

Diffusion Beats Autoregressive: An Evaluation of Compositional Generation in Text-to-Image Models
par: Marioriyad, Arash, et autres
Publié: (2024)

Lying to Win: Assessing LLM Deception through Human-AI Games and Parallel-World Probing
par: Marioriyad, Arash, et autres
Publié: (2026)

Dilated Balanced Cross Entropy Loss for Medical Image Segmentation
par: Hosseini, Seyed Mohsen, et autres
Publié: (2024)

The Illusion of Procedural Reasoning: Measuring Long-Horizon FSM Execution in LLMs
par: Samiei, Mahdi, et autres
Publié: (2025)

HaloProbe: Bayesian Detection and Mitigation of Object Hallucinations in Vision-Language Models
par: Zohrabi, Reihaneh, et autres
Publié: (2026)

The Judge Who Never Admits: Hidden Shortcuts in LLM-based Evaluation
par: Marioriyad, Arash, et autres
Publié: (2026)

Attention Overlap Is Responsible for The Entity Missing Problem in Text-to-image Diffusion Models!
par: Marioriyad, Arash, et autres
Publié: (2024)

SUSD: Structured Unsupervised Skill Discovery through State Factorization
par: Hosseini, Seyed Mohammad Hadi, et autres
Publié: (2026)

Visual Structures Helps Visual Reasoning: Addressing the Binding Problem in VLMs
par: Izadi, Amirmohammad, et autres
Publié: (2025)

GABInsight: Exploring Gender-Activity Binding Bias in Vision-Language Models
par: Abdollahi, Ali, et autres
Publié: (2024)

Causal Attribution via Activation Patching
par: Izadi, Amirmohammad, et autres
Publié: (2026)

Understanding Counting Mechanisms in Large Language and Vision-Language Models
par: Hasani, Hosein, et autres
Publié: (2025)

Uncovering Grounding IDs: How External Cues Shape Multimodal Binding
par: Hasani, Hosein, et autres
Publié: (2025)

Analyzing CLIP's Performance Limitations in Multi-Object Scenarios: A Controlled High-Resolution Study
par: Abbasi, Reza, et autres
Publié: (2025)

CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation
par: Abbasi, Reza, et autres
Publié: (2025)

CER: Confidence Enhanced Reasoning in LLMs
par: Razghandi, Ali, et autres
Publié: (2025)

Efficient Adversarial Attacks on High-dimensional Offline Bandits
par: Hosseini, Seyed Mohammad Hadi, et autres
Publié: (2026)

Large Language Models for Scientific Idea Generation: A Creativity-Centered Survey
par: Shahhosseini, Fatemeh, et autres
Publié: (2025)

VQEL: Enabling Self-Play in Emergent Language Games via Agent-Internal Vector Quantization
par: Paqaleh, Mohammad Mahdi Samiei, et autres
Publié: (2025)

No Concept Left Behind: Test-Time Optimization for Compositional Text-to-Image Generation
par: Sameti, Mohammad Hossein, et autres
Publié: (2025)

Mechanistic Interpretability of Large-Scale Counting in LLMs through a System-2 Strategy
par: Hasani, Hosein, et autres
Publié: (2026)

Hidden Meanings in Plain Sight: RebusBench for Evaluating Cognitive Visual Reasoning
par: Kasaei, Seyed Amir, et autres
Publié: (2026)

Evaluating the Evaluators: Metrics for Compositional Text-to-Image Generation
par: Kasaei, Seyed Amir, et autres
Publié: (2025)

LibraGrad: Balancing Gradient Flow for Universally Better Vision Transformer Attributions
par: Mehri, Faridoun, et autres
Publié: (2024)

PreND: Enhancing Intrinsic Motivation in Reinforcement Learning through Pre-trained Network Distillation
par: Davoodabadi, Mohammadamin, et autres
Publié: (2024)

Classification of Breast Cancer Histopathology Images using a Modified Supervised Contrastive Learning Method
par: Sani, Matina Mahdizadeh, et autres
Publié: (2024)

Khayyam Challenge (PersianMMLU): Is Your LLM Truly Wise to The Persian Language?
par: Ghahroodi, Omid, et autres
Publié: (2024)

Unspoken Hints: Accuracy Without Acknowledgement in LLM Reasoning
par: Marioriyad, Arash, et autres
Publié: (2025)

Infinity and Beyond: Compositional Alignment in VAR and Diffusion T2I Models
par: Shahabadi, Hossein, et autres
Publié: (2025)

Inductive Biases for Zero-shot Systematic Generalization in Language-informed Reinforcement Learning
par: Dijujin, Negin Hashemi, et autres
Publié: (2025)

CARINOX: Inference-time Scaling with Category-Aware Reward-based Initial Noise Optimization and Exploration
par: Kasaei, Seyed Amir, et autres
Publié: (2025)

Mitigating Spurious Negative Pairs for Robust Industrial Anomaly Detection
par: Mirzaei, Hossein, et autres
Publié: (2025)