conftrace_

linear probing

48 papers

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Also known as

LP

Co-occurring keywords

representation learning (6206) large language model (13587) transfer learning (5449) self-supervised learning (3777) domain adaptation (4595) numerical reasoning (145) linear probe (27) vision-language model (2348) low-rank adaptation (560) distribution shift (722)

Papers

LP-OVOD: Open-Vocabulary Object Detection by Linear Probing WACV 2024
Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability AAAI 2024
What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024
Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget AAAI 2024
Towards Tracing Trustworthiness Dynamics: Revisiting Pre-training Period of Large Language Models ACL 2024
A Closer Look at the Few-Shot Adaptation of Large Vision-Language Models CVPR 2024
Initialization Matters for Adversarial Transfer Learning CVPR 2024
CausalGym: Benchmarking causal interpretability methods on linguistic tasks ACL 2024
Understanding Linear Probing then Fine-tuning Language Models from NTK Perspective NIPS 2024
Evaluating Self-Supervised Learning via Risk Decomposition ICML 2023
Improving Visual Representation Learning Through Perceptual Understanding CVPR 2023
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023
Future Lens: Anticipating Subsequent Tokens from a Single Hidden State EMNLP 2023
Prompt-Augmented Linear Probing: Scaling beyond the Limit of Few-Shot In-Context Learners AAAI 2023
Tuning Pre-trained Model via Moment Probing ICCV 2023
Learning to Generalize for Cross-domain QA ACL 2023
Head2Toe: Utilizing Intermediate Representations for Better Transfer Learning ICML 2022
A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022
Improving Self-Supervised Learning by Characterizing Idealized Representations NIPS 2022
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models NIPS 2022
Understanding Game-Playing Agents with Natural Language Annotations ACL 2022
The Low-Dimensional Linear Geometry of Contextualized Word Representations EMNLP 2021
Generative Pretraining From Pixels ICML 2020