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Papers
Closed-Form Concept Erasure via Double Projections
CVPR 2026
From Parameter to Representation: A Closed-Form Approach for Controllable Model Merging
AAAI 2026
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts
ACL 2025
Distributed Differentially Private Data Analytics via Secure Sketching
ICML 2025
Linear Relational Decoding of Morphology in Language Models
NAACL 2025
LLaVA Steering: Visual Instruction Tuning with 500x Fewer Parameters through Modality Linear Representation-Steering
ACL 2025
Origin Identification for Text-Guided Image-to-Image Diffusion Models
ICML 2025
Rate-Preserving Reductions for Blackwell Approachability
COLT 2025
Score-based Causal Representation Learning: Linear and General Transformations
JMLR 2025
Superpose Task-specific Features for Model Merging
EMNLP 2025
Test-time Correlation Alignment
ICML 2025
WET: Overcoming Paraphrasing Vulnerabilities in Embeddings-as-a-Service with Linear Transformation Watermarks
ACL 2025
Jump to Conclusions: Short-Cutting Transformers with Linear Transformations
COLING 2024
Linear Causal Representation Learning from Unknown Multi-node Interventions
NeurIPS 2024
Linear Cross-Lingual Mapping of Sentence Embeddings
ACL 2024
Linearity of Relation Decoding in Transformer Language Models
ICLR 2024
Normalized Narrow Jump To Conclusions: Normalized Narrow Shortcuts for Parameter Efficient Early Exit Transformer Prediction
EMNLP 2024
RLE: A Unified Perspective of Data Augmentation for Cross-Spectral Re-Identification
NeurIPS 2024
RSA: Resolving Scale Ambiguities in Monocular Depth Estimators through Language Descriptions
NeurIPS 2024
Linear Causal Disentanglement via Interventions
ICML 2023
Mid-Vision Feedback
ICLR 2023
Neural Discovery of Permutation Subgroups
AISTATS 2023
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces
EMNLP 2021
Efficient Weight Factorization for Multilingual Speech Recognition
Interspeech 2021
Linear Semantics in Generative Adversarial Networks
CVPR 2021