conftrace_
← Keywords

transfer learning

5449 papers

Explore in graph

Also known as

TL

Co-occurring keywords

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

LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024
How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024
Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024
ManWav: The First Manchu ASR Model ACL 2024
SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science EMNLP 2024
Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning NIPS 2024
On Giant's Shoulders: Effortless Weak to Strong by Dynamic Logits Fusion NIPS 2024
Adapting image-based RL policies via predicted rewards L4DC 2024
Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024
Rethinking Imbalance in Image Super-Resolution for Efficient Inference NIPS 2024
Structural Information Guided Multimodal Pre-training for Vehicle-Centric Perception AAAI 2024
Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NIPS 2024
MAIRA at RRG24: A specialised large multimodal model for radiology report generation ACL 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024
Contrasting with Symile: Simple Model-Agnostic Representation Learning for Unlimited Modalities NIPS 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Bootstrapping SparseFormers from Vision Foundation Models CVPR 2024
LiBERTa: Advancing Ukrainian Language Modeling through Pre-training from Scratch COLING 2024
Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024
mCoT: Multilingual Instruction Tuning for Reasoning Consistency in Language Models ACL 2024
Model Editing by Standard Fine-Tuning ACL 2024
Mapping Work Task Descriptions from German Job Ads on the O*NET Work Activities Ontology COLING 2024
Tiny Time Mixers (TTMs): Fast Pre-trained Models for Enhanced Zero/Few-Shot Forecasting of Multivariate Time Series NIPS 2024
EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024