conftrace_

transfer learning

5449 papers

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TL

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

CLIPTrans: Transferring Visual Knowledge with Pre-trained Models for Multimodal Machine Translation ICCV 2023

One Fits All: Power General Time Series Analysis by Pretrained LM NIPS 2023

Efficient Adaptation of Large Vision Transformer via Adapter Re-Composing NIPS 2023

Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering ICCV 2023

Too Large; Data Reduction for Vision-Language Pre-Training ICCV 2023

Learning to Predict Persona Information for Dialogue Personalization without Explicit Persona Description ACL 2023

Guiding The Last Layer in Federated Learning with Pre-Trained Models NIPS 2023

Going Beyond Nouns With Vision & Language Models Using Synthetic Data ICCV 2023

PoET: A generative model of protein families as sequences-of-sequences NIPS 2023

I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision ICCV 2023

Open-Set Representation Learning Through Combinatorial Embedding CVPR 2023

Explicit Visual Prompting for Low-Level Structure Segmentations CVPR 2023

Active Finetuning: Exploiting Annotation Budget in the Pretraining-Finetuning Paradigm CVPR 2023

Deep Graph Reprogramming CVPR 2023

Cross Encoding as Augmentation: Towards Effective Educational Text Classification ACL 2023

Towards Inadequately Pre-trained Models in Transfer Learning ICCV 2023

Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023

Class Relationship Embedded Learning for Source-Free Unsupervised Domain Adaptation CVPR 2023

Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023

Rethinking the Role of Pre-Trained Networks in Source-Free Domain Adaptation ICCV 2023

Learning Expressive Prompting With Residuals for Vision Transformers CVPR 2023

Learning Transferable Spatiotemporal Representations From Natural Script Knowledge CVPR 2023

FAME-ViL: Multi-Tasking Vision-Language Model for Heterogeneous Fashion Tasks CVPR 2023

T-SEA: Transfer-Based Self-Ensemble Attack on Object Detection CVPR 2023

Train-Once-for-All Personalization CVPR 2023