conftrace_

parameter-efficient transfer learning

47 papers

Explore in graph

Also known as

PETL

Co-occurring keywords

transfer learning (5449) model compression (3302) parameter-efficient fine-tuning (736) adapter module (90) multi-task learning (2575) mixture of expert (640) prompt tuning (391) domain adaptation (4595) memory efficiency (261) language model (4599)

Papers

Adapter Pruning using Tropical Characterization EMNLP 2023
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning EMNLP 2023
Token Mixing: Parameter-Efficient Transfer Learning from Image-Language to Video-Language AAAI 2023
$\pi$-Tuning: Transferring Multimodal Foundation Models with Optimal Multi-task Interpolation ICML 2023
Dec-Adapter: Exploring Efficient Decoder-Side Adapter for Bridging Screen Content and Natural Image Compression ICCV 2023
FacT: Factor-Tuning for Lightweight Adaptation on Vision Transformer AAAI 2023
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference NIPS 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ACL 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning ACL 2023
Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023
One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning ACL 2023
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention NAACL 2022
PRO-CS : An Instance-Based Prompt Composition Technique for Code-Switched Tasks EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
When does Parameter-Efficient Transfer Learning Work for Machine Translation? EMNLP 2022
LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning NIPS 2022
AdaptFormer: Adapting Vision Transformers for Scalable Visual Recognition NIPS 2022
ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning NIPS 2022
Domain Generalisation of NMT: Fusing Adapters with Leave-One-Domain-Out Training ACL 2022
Parameter-Efficient Transfer Learning with Diff Pruning ACL 2021
Revisiting Pretraining with Adapters ACL 2021
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning EMNLP 2020