Poster

Tue 14:00

LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
Yi-Lin Sung · Jaemin Cho · Mohit Bansal

Poster

Tue 9:00

ST-Adapter: Parameter-Efficient Image-to-Video Transfer Learning
Junting Pan · Ziyi Lin · Xiatian Zhu · Jing Shao · Hongsheng Li

Workshop

Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter

Workshop

Fri 12:15

Towards Parameter-Efficient Automation of Data Wrangling Tasks with Prefix-Tuning
David Vos · Till Döhmen · Sebastian Schelter

Poster

Wed 9:00

Parameter-Efficient Masking Networks
Yue Bai · Huan Wang · Xu Ma · Yitian Zhang · Zhiqiang Tao · Yun Fu

Workshop

Parameter-Efficient Finetuning of Transformers for Source Code
Shamil Ayupov · Nadezhda Chirkova

Poster

Thu 14:00

Polyhistor: Parameter-Efficient Multi-Task Adaptation for Dense Vision Tasks
Yen-Cheng Liu · CHIH-YAO MA · Junjiao Tian · Zijian He · Zsolt Kira

Workshop

PEST: Combining Parameter-Efficient Fine-Tuning with Self-Training and Co-Training
Hunter Lang · Monica Agrawal · Yoon Kim · David Sontag

Workshop

Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning
Mingyu Derek Ma · Jiun-Yu Kao · Shuyang Gao · arpit gupta · Di Jin · Tagyoung Chung · Nanyun Peng

Poster

Tue 14:00

Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Haokun Liu · Derek Tam · Mohammed Muqeeth · Jay Mohta · Tenghao Huang · Mohit Bansal · Colin Raffel

Poster

Tue 9:00

Scalable design of Error-Correcting Output Codes using Discrete Optimization with Graph Coloring
Samarth Gupta · Saurabh Amin

Poster

Wed 14:00

Data-Efficient Augmentation for Training Neural Networks
Tian Yu Liu · Baharan Mirzasoleiman