Diffusion Lens: Interpreting Text Encoders in Text-to-Image Pipelines
Fuente:
arXiv
Saved in:
| Main Authors: | Toker, Michael, Orgad, Hadas, Ventura, Mor, Arad, Dana, Belinkov, Yonatan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder
by: Arad, Dana, et al.
Published: (2023)
by: Arad, Dana, et al.
Published: (2023)
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025)
by: Ashuach, Tomer, et al.
Published: (2025)
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
by: Orgad, Hadas, et al.
Published: (2024)
by: Orgad, Hadas, et al.
Published: (2024)
Mechanisms of Prompt-Induced Hallucination in Vision-Language Models
by: Rudman, William, et al.
Published: (2026)
by: Rudman, William, et al.
Published: (2026)
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
by: Nikankin, Yaniv, et al.
Published: (2025)
by: Nikankin, Yaniv, et al.
Published: (2025)
STRICT: Stress Test of Rendering Images Containing Text
by: Zhang, Tianyu, et al.
Published: (2025)
by: Zhang, Tianyu, et al.
Published: (2025)
ANCHOR: LLM-driven Subject Conditioning for Text-to-Image Synthesis
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2024)
by: Ramakrishnan, Aashish Anantha, et al.
Published: (2024)
A Dataset for Metaphor Detection in Early Medieval Hebrew Poetry
by: Toker, Michael, et al.
Published: (2024)
by: Toker, Michael, et al.
Published: (2024)
Position-aware Automatic Circuit Discovery
by: Haklay, Tal, et al.
Published: (2025)
by: Haklay, Tal, et al.
Published: (2025)
Are formal and functional linguistic mechanisms dissociated in language models?
by: Hanna, Michael, et al.
Published: (2025)
by: Hanna, Michael, et al.
Published: (2025)
HACK: Hallucinations Along Certainty and Knowledge Axes
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
REVS: Unlearning Sensitive Information in Language Models via Rank Editing in the Vocabulary Space
by: Ashuach, Tomer, et al.
Published: (2024)
by: Ashuach, Tomer, et al.
Published: (2024)
Automated Circuit Interpretation via Probe Prompting
by: Birardi, Giuseppe
Published: (2025)
by: Birardi, Giuseppe
Published: (2025)
Large Language Models Generate Harmful Content Using a Distinct, Unified Mechanism
by: Orgad, Hadas, et al.
Published: (2026)
by: Orgad, Hadas, et al.
Published: (2026)
Hidden Failures in Robustness: Why Supervised Uncertainty Quantification Needs Better Evaluation
by: Stacey, Joe, et al.
Published: (2026)
by: Stacey, Joe, et al.
Published: (2026)
Detecting Effects of AI-Mediated Communication on Language Complexity and Sentiment
by: Sussman, Kristen, et al.
Published: (2025)
by: Sussman, Kristen, et al.
Published: (2025)
Grandes modelos de lenguaje: de la predicción de palabras a la comprensión?
by: Gómez-Rodríguez, Carlos
Published: (2025)
by: Gómez-Rodríguez, Carlos
Published: (2025)
Distinguishing Ignorance from Error in LLM Hallucinations
by: Simhi, Adi, et al.
Published: (2024)
by: Simhi, Adi, et al.
Published: (2024)
Constructing Benchmarks and Interventions for Combating Hallucinations in LLMs
by: Simhi, Adi, et al.
Published: (2024)
by: Simhi, Adi, et al.
Published: (2024)
Chat-Driven Text Generation and Interaction for Person Retrieval
by: Xie, Zequn, et al.
Published: (2025)
by: Xie, Zequn, et al.
Published: (2025)
Quaternion Convolutional Neural Networks: Current Advances and Future Directions
by: Altamirano-Gomez, Gerardo, et al.
Published: (2023)
by: Altamirano-Gomez, Gerardo, et al.
Published: (2023)
Robustness of Large Language Models to Perturbations in Text
by: Singh, Ayush, et al.
Published: (2024)
by: Singh, Ayush, et al.
Published: (2024)
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms
by: Hanna, Michael, et al.
Published: (2024)
by: Hanna, Michael, et al.
Published: (2024)
Trust Me, I'm Wrong: LLMs Hallucinate with Certainty Despite Knowing the Answer
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
ReFoRCE: A Text-to-SQL Agent with Self-Refinement, Consensus Enforcement, and Column Exploration
by: Deng, Minghang, et al.
Published: (2025)
by: Deng, Minghang, et al.
Published: (2025)
A Big Data Approach to Understand Sub-national Determinants of FDI in Africa
by: Colladon, A. Fronzetti, et al.
Published: (2024)
by: Colladon, A. Fronzetti, et al.
Published: (2024)
Pipeline and Dataset Generation for Automated Fact-checking in Almost Any Language
by: Drchal, Jan, et al.
Published: (2023)
by: Drchal, Jan, et al.
Published: (2023)
Masked by Consensus: Disentangling Privileged Knowledge in LLM Correctness
by: Ashuach, Tomer, et al.
Published: (2026)
by: Ashuach, Tomer, et al.
Published: (2026)
Predictive Simultaneous Interpretation: Harnessing Large Language Models for Democratizing Real-Time Multilingual Communication
by: Iida, Kurando, et al.
Published: (2024)
by: Iida, Kurando, et al.
Published: (2024)
ManagerBench: Evaluating the Safety-Pragmatism Trade-off in Autonomous LLMs
by: Simhi, Adi, et al.
Published: (2025)
by: Simhi, Adi, et al.
Published: (2025)
Semantic Decomposition and Selective Context Filtering -- Text Processing Techniques for Context-Aware NLP-Based Systems
by: Villardar, Karl John
Published: (2025)
by: Villardar, Karl John
Published: (2025)
Breaking the HISCO Barrier: Automatic Occupational Standardization with OccCANINE
by: Dahl, Christian Møller, et al.
Published: (2024)
by: Dahl, Christian Møller, et al.
Published: (2024)
On the Limits of LLM Adaptability: Impact of Model-Internalized Priors on Annotation Task Performance
by: Casanova, Etienne, et al.
Published: (2026)
by: Casanova, Etienne, et al.
Published: (2026)
The Curious Case of Visual Grounding: Different Effects for Speech- and Text-based Language Encoders
by: Sauter, Adrian, et al.
Published: (2025)
by: Sauter, Adrian, et al.
Published: (2025)
Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
by: Ma, Chong, et al.
Published: (2024)
by: Ma, Chong, et al.
Published: (2024)
Exploring and Mitigating Gender Bias in Encoder-Based Transformer Models
by: Hossain, Ariyan, et al.
Published: (2025)
by: Hossain, Ariyan, et al.
Published: (2025)
State of the Practice for Medical Imaging Software
by: Smith, W. Spencer, et al.
Published: (2024)
by: Smith, W. Spencer, et al.
Published: (2024)
Arithmetic Without Algorithms: Language Models Solve Math With a Bag of Heuristics
by: Nikankin, Yaniv, et al.
Published: (2024)
by: Nikankin, Yaniv, et al.
Published: (2024)
Syntactic Blind Spots: How Misalignment Leads to LLMs Mathematical Errors
by: Williamson, Dane, et al.
Published: (2025)
by: Williamson, Dane, et al.
Published: (2025)
LLMs and the Human Condition
by: Wallis, Peter
Published: (2024)
by: Wallis, Peter
Published: (2024)
Similar Items
-
ReFACT: Updating Text-to-Image Models by Editing the Text Encoder
by: Arad, Dana, et al.
Published: (2023) -
CRISP: Persistent Concept Unlearning via Sparse Autoencoders
by: Ashuach, Tomer, et al.
Published: (2025) -
LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations
by: Orgad, Hadas, et al.
Published: (2024) -
Mechanisms of Prompt-Induced Hallucination in Vision-Language Models
by: Rudman, William, et al.
Published: (2026) -
Same Task, Different Circuits: Disentangling Modality-Specific Mechanisms in VLMs
by: Nikankin, Yaniv, et al.
Published: (2025)