conftrace_

linear representation

16 papers

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Co-occurring keywords

representation learning (6206) multi-task learning (2575) neural network (6616) regret bound (1926) outlier detection (319) self-supervised learning (3777) transfer learning (5449) feature learning (1311) residual stream (21) non-negative matrix factorization (100)

Papers

TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors ACL 2026
Superpose Task-specific Features for Model Merging EMNLP 2025
Learning from Similar Linear Representations: Adaptivity, Minimaxity, and Robustness JMLR 2025
Transformers Represent Belief State Geometry in their Residual Stream NIPS 2024
Language Models Linearly Represent Sentiment EMNLP 2024
From Causal to Concept-Based Representation Learning NIPS 2024
Unsupervised Manifold Linearizing and Clustering ICCV 2023
Emergent Linear Representations in World Models of Self-Supervised Sequence Models EMNLP 2023
Structure Aggregation for Cross-Spectral Stereo Image Guided Denoising CVPR 2023
The Power of Contrast for Feature Learning: A Theoretical Analysis JMLR 2023
Conditional Meta-Learning of Linear Representations NIPS 2022
Near-Optimal Representation Learning for Linear Bandits and Linear RL ICML 2021
Leveraging Good Representations in Linear Contextual Bandits ICML 2021
Spatially Variant Linear Representation Models for Joint Filtering CVPR 2019
Visual Tracking via Probability Continuous Outlier Model CVPR 2014
Non-negative Matrix Factorization with Sparseness Constraints JMLR 2004